<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:media="http://search.yahoo.com/mrss/"><channel><title><![CDATA[Hireflix Blog | Learn Tips About Video Interviewing And Hiring]]></title><description><![CDATA[The most user-friendly one-way video interview software]]></description><link>https://hireflix.com/blog/</link><image><url>https://hireflix.com/blog/favicon.png</url><title>Hireflix Blog | Learn Tips About Video Interviewing And Hiring</title><link>https://hireflix.com/blog/</link></image><generator>Ghost 4.48</generator><lastBuildDate>Thu, 29 Oct 2026 02:49:17 GMT</lastBuildDate><atom:link href="https://hireflix.com/blog/rss/" rel="self" type="application/rss+xml"/><ttl>60</ttl><item><title><![CDATA[The Real Cost of a Bad Amazon DSP Hire]]></title><description><![CDATA[Learn what a bad Amazon DSP hire actually costs, including direct costs and hidden expenses. Then, see how better screening can help you avoid mis-hires.]]></description><link>https://hireflix.com/blog/cost-of-bad-amazon-dsp-hire/</link><guid isPermaLink="false">6ad9e3d91408bd0001975a9d</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Tue, 27 Oct 2026 20:38:21 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/10/Amazon-DSP-hire.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/10/Amazon-DSP-hire.png" alt="The Real Cost of a Bad Amazon DSP Hire"><p>A bad hire costs a lot more than the paycheck you&#x2019;ll eventually have to replace. For a Delivery Service Partner, one driver who doesn&#x2019;t work out can affect routes, dispatch, other drivers, and key delivery metrics.</p><p>This article breaks down what a bad Amazon DSP hire actually costs, including the expenses that show up on a spreadsheet and the operational problems that don&#x2019;t. More importantly, we&#x2019;ll look at how better screening can help you<a href="https://hireflix.com/blog/how-to-avoid-mis-hires/"> avoid a mis-hire</a> before those costs start piling up.</p><h2 id="what-a-bad-hire-actually-costs-a-dsp"><strong>What a Bad Hire Actually Costs a DSP</strong></h2><p>When a driver doesn&#x2019;t work out, you&#x2019;re paying for more than their replacement. You&#x2019;re also absorbing whatever time, money, and disruption happened while they were still on the team. Once that seat opens again, many of the same hiring expenses tend to start all over.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/amazon-hire-2.jpg" class="kg-image" alt="The Real Cost of a Bad Amazon DSP Hire" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/10/amazon-hire-2.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/10/amazon-hire-2.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/10/amazon-hire-2.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/10/amazon-hire-2.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><h3 id="the-direct-costs-you-pay-again"><strong>The Direct Costs You Pay Again</strong></h3><p>A single driver replacement can involve:</p><ul><li><strong>Job posting and recruiting costs:</strong> You&#x2019;re spending again to attract candidates for a role you thought you had already filled</li><li><strong>Background checks:</strong> Every replacement who moves through the hiring process brings another required screening cost</li><li><strong>Productivity ramp-up loss:</strong> You&#x2019;re paying someone while they&#x2019;re still learning the job and aren&#x2019;t yet fully productive</li><li><strong>Manager and onboarding time:</strong> Managers, dispatchers, and HR staff have to spend more time interviewing, preparing, and supporting another new driver</li><li><strong>Uniforms, equipment, and setup costs:</strong> Every replacement needs the materials and resources required to get on the road</li></ul><p>The full replacement cost can reach anywhere from <a href="https://stephsbooks.com/blog/amazon-dsp-driver-payroll">$3,305 to $5,100 per driver</a> when recruiting, background checks, training, lost productivity, management time, and equipment are included.</p><p>That&#x2019;s a meaningful hit for one replacement. Across a full DSP operation, it adds up quickly.</p><h3 id="how-the-numbers-add-up-across-a-dsp"><strong>How the Numbers Add Up Across a DSP</strong></h3><p>Once turnover repeats across dozens of drivers, replacement costs stop looking like a small HR expense. Annual turnover among Amazon DSP drivers can run between 80 and 150 percent. For a 60-driver operation, that could mean replacing 48 to 90 drivers over the course of a year.</p><p>Even at the lower 80 percent turnover rate, using the $3,305 to $5,100 replacement range puts annual replacement costs at roughly $158,640 to $244,800 for a 60-driver DSP.</p><p>And that&#x2019;s before any of the harder-to-measure costs come into the picture.</p><p>For comparison, SHRM&#x2019;s 2025 benchmarking report puts the average cost per hire for a nonexecutive employee at <a href="https://www.shrm.org/about/press-room/shrm-releases-2025-benchmarking-reports--how-does-your-organizat">$5,475 across industries</a>. It&#x2019;s not a perfect one-to-one comparison, since delivery drivers come with their own training, insurance, and operational requirements, but it shows that the DSP estimate isn&#x2019;t out of step with broader hiring costs.</p><h2 id="the-hidden-costs-of-bad-hires"><strong>The Hidden Costs of Bad Hires</strong></h2><p>Some costs are easy to spot because there&#x2019;s an invoice attached. Others spread through the operation a little at a time. A weak driver can affect people who had nothing to do with the original hiring decision, including dispatchers, managers, and some of your strongest drivers.</p><p>The ripple effects often include:</p><ul><li><strong>Route coverage gaps:</strong> A poor-fit driver can make routes harder to staff consistently, leaving the rest of the team to cover</li><li><strong>Dispatch interruptions:</strong> Dispatch may spend extra time changing assignments, answering avoidable questions, or dealing with issues throughout the day</li><li><strong>Rescue driver needs:</strong> Reliable drivers can get pulled away from their own work to recover a delayed or unfinished route</li><li><strong>Manager follow-up:</strong> Performance issues, attendance problems, coaching, and another round of hiring all take management time</li><li><strong>Retraining:</strong> Repeated instruction and extra coaching pull time away from normal operations</li><li><strong>Team morale strain:</strong> Strong drivers notice when they&#x2019;re constantly picking up the slack for someone else</li><li><strong>Customer and delivery issues:</strong> Late deliveries, complaints, and missed expectations can all trace back to a driver who wasn&#x2019;t the right fit</li></ul><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/Poor-delivery-2.jpg" class="kg-image" alt="The Real Cost of a Bad Amazon DSP Hire" loading="lazy" width="2000" height="1127" srcset="https://hireflix.com/blog/content/images/size/w600/2026/10/Poor-delivery-2.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/10/Poor-delivery-2.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/10/Poor-delivery-2.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/10/Poor-delivery-2.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>None of these may appear neatly under &#x201C;cost of a bad hire&#x201D; in your accounting system, but they will still affect what it takes to run the business every day. For a small business with a lean management team, that extra workload can be just as painful as the direct replacement cost.</p><h2 id="where-the-hiring-process-breaks-down"><strong>Where the Hiring Process Breaks Down</strong></h2><p>For many DSPs, the issue isn&#x2019;t getting people to apply. It&#x2019;s figuring out who should actually move forward. When hiring pressure increases, it&#x2019;s tempting to move candidates through quickly and sort things out later. That&#x2019;s often where weaker hires slip through.</p><h3 id="fast-hiring-can-still-have-weak-screening"><strong>Fast Hiring Can Still Have Weak Screening</strong></h3><p>A typical process might involve reviewing a resume, making a quick phone call, tracking candidates in a spreadsheet, and inviting people to a station interview.</p><p>The problem is that this setup can end up filtering for availability rather than reliability. Resume review is useful, but<a href="https://hireflix.com/blog/how-to-screen-resumes/"> screening resumes</a> only tells you so much about whether someone will show up consistently, communicate well with dispatch, follow instructions, or stick with the job once they understand what the work involves.</p><p>The process gets even less consistent when every recruiter or manager asks different questions. One candidate gets a detailed interview. Another gets a quick conversation. Someone else advances because they happened to make a good first impression. At that point, it&#x2019;s difficult to make a true side-by-side comparison.</p><h3 id="red-flags-often-show-up-too-late"><strong>Red Flags Often Show Up Too Late</strong></h3><p>CTR Logistics ran into exactly that problem. Erik Makrush described having a structured interview process but no real screening at the front of the funnel. Candidates could move surprisingly far before the team discovered reasons they weren&#x2019;t a good fit.</p><p>AMP, which handles recruiting for roughly 30 DSPs, had a similar challenge with its old station-based process. Candidates would arrive together, sign in, and wait to speak with managers without much filtering beforehand.</p><p>The result was a lot of live time spent figuring out who probably shouldn&#x2019;t have reached that stage in the first place. Multiply that across dozens of DSPs, and a small screening problem turns into a lot of wasted hours.</p><h2 id="how-to-hire-good-delivery-drivers-from-the-start"><strong>How to Hire Good Delivery Drivers From the Start</strong></h2><p>Better hiring starts with agreeing on what a good driver actually looks like.</p><p>Most DSPs need many of the same qualities. The key is turning those qualities into job-specific questions that every candidate answers before a manager commits time to a live interview.</p><h3 id="screen-for-the-traits-that-matter-on-the-route"><strong>Screen for the Traits That Matter on the Route</strong></h3><p>Focus on areas such as:</p><ul><li><strong>Reliability:</strong> Look for examples that show the candidate follows through and shows up when they say they will</li><li><strong>Safety awareness:</strong> Pay attention to judgment, attention to detail, and willingness to follow safe driving practices</li><li><strong>Communication:</strong> Make sure the candidate can explain themselves clearly and respond professionally, since dispatch depends on it every day</li><li><strong>Ability to follow instructions:</strong> Look for people who can understand directions and complete steps without needing constant reminders</li><li><strong>Schedule fit:</strong> Confirm that availability actually matches the demands of the role before either side invests more time</li><li><strong>Motivation:</strong> Find out whether the candidate genuinely wants the job and understands what delivery work involves</li><li><strong>Professionalism:</strong> Notice how they communicate, respond to prompts, and treat the hiring process itself</li></ul><p>A short, consistent set of questions built around these traits gives you a much better starting point than letting each interviewer decide what to ask on the fly.</p><h2 id="turning-better-screening-into-lower-turnover"><strong>Turning Better Screening Into Lower Turnover</strong></h2><p>Every poor-fit hire you avoid is one less recruiting, training, and onboarding cycle you have to repeat. That&#x2019;s why screening quality isn&#x2019;t just an HR concern. It has a direct connection to operating costs.</p><h3 id="treat-screening-quality-like-a-financial-metric"><strong>Treat Screening Quality Like a Financial Metric</strong></h3><p>Tracking cost per hire is useful, but DSPs can also benefit from looking at cost per bad hire.</p><p>When you know a replacement may cost $3,305 to $5,100 before hidden costs, the value of improving screening gets much easier to see.</p><p>Instead of asking whether another screening step creates more work, the better question is whether it prevents managers from spending hours interviewing, onboarding, and retraining people who aren&#x2019;t likely to stay.</p><p>That framing matters even more when you&#x2019;re<a href="https://hireflix.com/blog/how-to-scale-hiring-process-for-smbs/"> scaling your hiring process</a> and the same inefficiencies start repeating across a much larger candidate pool.</p><h3 id="what-dsps-can-save-with-better-screening"><strong>What DSPs Can Save With Better Screening</strong></h3><p>The time savings can be substantial. CTR Logistics saved 8 to 10 hours per week after video screening replaced its old phone-and-spreadsheet process. The time between application and interview also dropped from more than 10 days to under three.</p><p>Another DSP, 515 Logistics, reduced initial screening to roughly one to two minutes of video review per candidate. AMP, meanwhile, has been able to produce five to 20 same-day hires from a single campaign while recruiting across dozens of DSPs.</p><p>The point isn&#x2019;t simply to make hiring faster. It&#x2019;s to stop spending expensive live interview time on candidates who could have been screened out much earlier.</p><h2 id="what-a-better-dsp-hiring-process-looks-like"><strong>What a Better DSP Hiring Process Looks Like</strong></h2><p>Improving the process doesn&#x2019;t mean rebuilding everything from scratch. For many DSPs, the biggest change is simply putting one structured screening step between the application and the live interview. The process can look like this:</p><ol><li><strong>Application received:</strong> The candidate enters through a job board, ATS, referral, or hiring campaign</li><li><strong>Interview link sent:</strong> They quickly receive a structured<a href="https://hireflix.com/blog/one-way-interview/"> one-way video interview</a></li><li><strong>Candidate completes the screen:</strong> Serious applicants answer the same job-related questions on their own time</li><li><strong>Team reviews the responses:</strong> Recruiters or managers compare candidates using consistent prompts and criteria</li><li><strong>Strong candidates move forward:</strong> Better-fit applicants advance to a live interview, station visit, onboarding step, or final decision</li></ol><p>Rather than scheduling a call just to find out whether someone meets basic expectations, the team gets useful information first. Live time goes to candidates who have already given you a reason to keep talking.</p><h2 id="why-this-matters-before-peak-season"><strong>Why This Matters Before Peak Season</strong></h2><p>There&#x2019;s never a convenient time for a hiring process to break down, but peak season is especially unforgiving. DSP hiring ramps sharply from October through mid-December, right when managers, dispatchers, and drivers already have less time to spare.</p><h3 id="peak-hiring-needs-better-filtering"><strong>Peak Hiring Needs Better Filtering</strong></h3><p>Getting more people into the top of the funnel is only part of the answer.</p><p>When Amazon drivers are considering multiple opportunities, a slow process can mean losing qualified candidates before you ever get them to an interview. At the same time, moving everyone forward just to keep the pipeline full creates more work for managers.</p><p>The goal is to identify promising candidates quickly without lowering the bar. A structured first screen helps do both.</p><h3 id="faster-screening-helps-the-pipeline-handle-the-surge"><strong>Faster Screening Helps the Pipeline Handle the Surge</strong></h3><p>Staffing shortages had previously created real pressure for 515 Logistics during busy periods. After sponsored ads began feeding candidates directly into video interviews, the same hiring process was able to scale from roughly five drivers a week off-peak to 20 drivers a week during prime season.</p><p>The hiring team didn&#x2019;t need four times as much live interviewing to get there. That&#x2019;s especially valuable during the weeks when manager time is already stretched. Better intake keeps qualified people moving while filtering out candidates who aren&#x2019;t likely to work out before they take up a live interview slot.</p><h2 id="reduce-the-real-cost-of-a-bad-amazon-dsp-hire-with-a-better-first-screen"><strong>Reduce the Real Cost of a Bad Amazon DSP Hire With a Better First Screen</strong></h2><p>The real cost of a bad DSP hire starts before turnover ever appears on a spreadsheet. At an estimated $3,305 to $5,100 per replacement, the direct expense is already significant. Add wasted interview time, retraining, rescue routes, dispatch interruptions, and the impact on stronger drivers, and one hiring mistake can reach much further into the business.</p><p>A better first screen is a relatively small change that can reduce a lot of that waste. CTR Logistics, for example, saved 8 to 10 hours a week after adding structured video screening. Hireflix&#x2019;s<a href="https://hireflix.com/blog/one-way-interview/"> one-way video interviews</a> let driver candidates answer the same job-specific questions on their own time, so managers can review responses before deciding who&#x2019;s worth meeting live.</p><p><a href="https://admin.hireflix.com/en/register">Try Hireflix for FREE for 30 days</a><br></p>]]></content:encoded></item><item><title><![CDATA[Does One-Way Video Interviewing Hurt Candidate Experience? What the Data Actually Shows]]></title><description><![CDATA[One-way video interviews get mixed reviews, but the data shows candidate experience comes down to process, not format. Here's how to get it right.]]></description><link>https://hireflix.com/blog/candidate-experience-one-way-interviews/</link><guid isPermaLink="false">6ad70f8e1408bd0001975a43</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Tue, 27 Oct 2026 20:36:37 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/10/Does-One-Way-Video-Interviewing-Hurt-Candidate-Experience-.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/10/Does-One-Way-Video-Interviewing-Hurt-Candidate-Experience-.jpg" alt="Does One-Way Video Interviewing Hurt Candidate Experience? What the Data Actually Shows"><p>One-way video interviews tend to divide opinion. Some candidates see them as cold or impersonal, while others appreciate the flexibility of completing an interview on their own schedule.</p><p>The difference often comes down to how the process is designed. Candidates on Reddit and columnists in Forbes have criticized pre-recorded interviews as &#x201C;dehumanizing.&#x201D; But at the same time, candidates who go through a well-structured process often report a <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10711982/">much more positive experience</a>.</p><p>Research points in the same direction. One study by<a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10711982/"> Zibarras and colleagues</a> on<a href="https://hireflix.com/blog/the-advantage-of-one-way-video-interviews-for-remote-and-hybrid-hiring-2/"> asynchronous video interviews</a> found that applicants rated the format as fair because everyone answered the same questions under the same conditions.</p><p>So the real question isn&#x2019;t whether one-way video interviews are inherently good or bad for candidate experience. It&#x2019;s what makes the same format feel respectful in one hiring process and frustrating in another, and what recruiters can do to get it right.</p><h2 id="where-the-criticism-comes-from"><strong>Where the criticism comes from</strong></h2><p>The criticism around asynchronous interviews deserves a fair hearing. Most concerns come back to the same issues like the lack of live interaction and the risk of inconsistent or unfair evaluation.</p><h3 id="the-conversation-that-never-happens"><strong>The conversation that never happens</strong></h3><p>A good interview works in both directions. The company evaluates the candidate, and the candidate weighs whether the role, team, and workplace fit.</p><p>With a one-way interview, that live exchange is missing. Applicants can&#x2019;t ask questions in the moment, read the interviewer&#x2019;s reactions, or get a sense of the people they might work with. </p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/image-4.png" class="kg-image" alt="Does One-Way Video Interviewing Hurt Candidate Experience? What the Data Actually Shows" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/10/image-4.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/10/image-4.png 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/10/image-4.png 1600w, https://hireflix.com/blog/content/images/2026/10/image-4.png 2000w" sizes="(min-width: 720px) 720px"></figure><p>The format can also feel awkward for candidates who aren&#x2019;t used to speaking to a camera. This kind of discomfort can make it harder for candidates to come across naturally, especially when communication and soft skills are part of what&#x2019;s being evaluated.</p><h3 id="bias-and-access"><strong>Bias and access</strong></h3><p>Fairness becomes a concern when reviewers watch recordings without enough structure. Like any video format, live video interviews included, one-way interviews expose reviewers to visual characteristics such as appearance, age, gender, race, or disability before a real conversation has started. </p><p>Structure is the safeguard. Consistent questions and clear evaluation criteria keep reviewers focused on what candidates say and do rather than how they look on camera.</p><p>Candidates also face uneven access. As the <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10711982/">academic literature</a> points out, they don&#x2019;t all have the same internet connection, webcam quality, home environment, or disability accommodations.</p><p>These issues are real, and every one of them can be addressed with better process. How well the interview is designed shapes the candidate experience far more than the one-way format does.</p><h2 id="what-candidates-say-when-researchers-actually-ask-them"><strong>What candidates say when researchers actually ask them</strong></h2><p>Anecdotes only tell part of the story, so it helps to look at what researchers found when they asked candidates directly.</p><h3 id="consistency-and-fairness"><strong>Consistency and fairness</strong></h3><p>One study,<a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10711982/"> an exploration of applicant perceptions of asynchronous video MMIs</a> by Zibarras et al., examined asynchronous video interviews in medical-school admissions. Applicants generally rated the format as fair.</p><p>Consistency drove much of that view. Everyone answered the same questions under the same time limits and conditions, and the interview content was clearly tied to the selection process. </p><p>Candidates also appreciated the convenience of avoiding travel, scheduling conflicts, and the extra costs that can come with in-person interviews.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/image-5.png" class="kg-image" alt="Does One-Way Video Interviewing Hurt Candidate Experience? What the Data Actually Shows" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/10/image-5.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/10/image-5.png 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/10/image-5.png 1600w, https://hireflix.com/blog/content/images/2026/10/image-5.png 2000w" sizes="(min-width: 720px) 720px"></figure><h3 id="time-and-financial-savings"><strong>Time and financial savings</strong></h3><p>A<a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC9108136/"> scoping review of video-based interviewing in medicine</a> by Selvam et al. also found that video interviewing generally reduced time and financial costs for candidates, especially when travel and scheduling were involved.</p><p>Evidence on <a href="https://hireflix.com/blog/one-way-interview/">one-way interviewing </a>specifically was more mixed, and some candidates in the review questioned whether the format belonged in the process at all. Recruiters see the same split in practice. Candidates respond well when the format is used at the right stage and explained clearly.</p><h3 id="what-both-studies-have-in-common"><strong>What both studies have in common</strong></h3><p>In both studies, candidates&#x2019; sense of fairness was closely tied to how the process was designed, especially its structure, transparency, and relevance to the role. That helps explain why opinions online differ so much.</p><p>A poorly designed one-way interview can feel impersonal or unnecessary, while a clear and flexible process can feel convenient. Pablo Garc&#xED;a, a Streamloots candidate who interviewed through<a href="https://hireflix.com/blog/reviews/"> Hireflix</a>, described that benefit simply: <em>&#x201C;I loved the flexibility! I did the interview on a Saturday and from another city.&#x201D;</em></p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border:2px solid #5962ff; border-radius:14px; padding:30px 32px; background-color:#ffffff; font-family:Arial,sans-serif; box-sizing:border-box; color:#3f3f46;">

  <p style="margin:0 0 4px 0; font-size:18px; font-weight:700; line-height:1.5;">
    Rating: &#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;
  </p>

  <p style="margin:0 0 22px 0; font-size:18px; font-weight:700; line-height:1.5;">
    Oct 11, 2021
  </p>

  <h2 style="margin:0 0 24px 0; color:#5962ff; font-size:34px; font-weight:700; line-height:1.3;">
    &quot;The future of hiring&quot;
  </h2>

  <p style="margin:0 0 12px 0; font-size:17px; font-weight:700; line-height:1.5;">
    What do you like best about Hireflix One-Way Video Interviewing?
  </p>

  <p style="margin:0 0 24px 0; font-size:17px; font-weight:400; line-height:1.7;">
    Our applicants love the experience. Since adopting Hireflix, completion rates increased from about 25% to about 90%. It gives us a fast, simple way to start the funnel with a short first interview.
  </p>

  <p style="margin:0 0 12px 0; font-size:17px; font-weight:700; line-height:1.5;">
    What problems is Hireflix One-Way Video Interviewing solving and how is that benefiting you?
  </p>

  <p style="margin:0 0 24px 0; font-size:17px; font-weight:400; line-height:1.7;">
    It helps us screen and interview candidates faster while keeping the process simple. Starting the application with an interview saves time and makes the early stage easier for both our team and applicants.
  </p>

  <p style="margin:0; font-size:17px; line-height:1.5;">
    <span style="color:#5962ff;">Steve A., Managing Director on G2</span>
  </p>

</div><!--kg-card-end: html--><h2 id="implementation-not-format-is-the-issue"><strong>Implementation, not format, is the issue</strong></h2><p>Complaints about one-way video interviews usually fall into a few practical buckets: candidates don&#x2019;t know what to expect, the process feels impersonal, or the recording adds work without improving the hiring decision.</p><p>Most of those problems can be addressed through better process design.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">

  <table style="width:100%; border-collapse:collapse; table-layout:auto;">

    <thead>
      <tr style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff;">
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:25%;">Objection</th>
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:33%;">Root Cause</th>
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:42%;">Fix</th>
      </tr>
    </thead>

    <tbody>

      <tr style="background:#f3f3f7;">
        <td style="padding:24px; font-weight:700; color:#1f2937; line-height:1.5; vertical-align:top;">Feels cold or impersonal</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Little or no human interaction in the process</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Add a recruiter intro or outro video and include personal touches in candidate communication</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; line-height:1.5; vertical-align:top;">No two-way conversation</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">The one-way interview is treated as the entire interview process</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Use it as an early screening step before a live conversation</td>
      </tr>

      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; line-height:1.5; vertical-align:top;">Feels like performing for an algorithm</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Candidates don&apos;t know who reviews their responses or how they&apos;re evaluated</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Explain who reviews the interview, what is being assessed, and when candidates can expect an update</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; line-height:1.5; vertical-align:top;">Candidates never hear back</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">No clear follow-up process</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Set expectations for next steps and communicate with candidates whether or not they advance</td>
      </tr>

      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; line-height:1.5; vertical-align:top;">Bias concerns</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Unstructured questions or inconsistent evaluation</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Use job-related questions, a scoring rubric, and more than one reviewer where possible</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; line-height:1.5; vertical-align:top;">Adds another step without saving time</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">The interview doesn&apos;t meaningfully narrow the candidate pool</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Use the format only when it helps determine who should move forward</td>
      </tr>

      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; line-height:1.5; vertical-align:top;">Accessibility and technology concerns</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Limited support, flexibility, or accommodation options</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Offer re-recording, reasonable completion windows, technical support, and accommodations where needed</td>
      </tr>

    </tbody>
  </table>

</div><!--kg-card-end: html--><p>Many of the frustrations candidates associate with this format are within the hiring team&apos;s control. Clear instructions, timely follow-up, consistent evaluation, and a human next step go a long way toward making the process feel respectful.</p><h2 id="how-to-use-one-way-video-interviews-for-a-positive-candidate-experience"><strong>How to use one-way video interviews for a positive candidate experience</strong></h2><p>Much of the candidate experience is decided by how the interview is run. Recruiters can keep the flexibility of one-way video interviews and still address the concerns candidates raise most often. </p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/image-3.png" class="kg-image" alt="Does One-Way Video Interviewing Hurt Candidate Experience? What the Data Actually Shows" loading="lazy" width="1592" height="1088" srcset="https://hireflix.com/blog/content/images/size/w600/2026/10/image-3.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/10/image-3.png 1000w, https://hireflix.com/blog/content/images/2026/10/image-3.png 1592w" sizes="(min-width: 720px) 720px"></figure><p>Done well, the practices below preserve the scheduling and screening benefits for hiring teams while giving candidates a process that feels fair and respectful.</p><ul><li><strong>Explain the process upfront.</strong> Tell candidates what the video interview involves, who will review their responses, and when they can expect to hear back.</li><li><strong>Allow enough time and flexibility.</strong> Give candidates time to think and, where possible, let them re-record responses. That takes off unnecessary pressure and leads to more representative answers.</li><li><strong>Keep questions relevant to the role.</strong> Base each question on the skills and situations candidates are likely to encounter on the job. Skip vague prompts that add little to the evaluation.</li><li><strong>Use consistent evaluation criteria.</strong> Score responses with a<a href="https://hireflix.com/blog/find-the-right-person-for-the-job-more-efficiently-with-an-assessment-interview/"> structured rubric</a> and involve more than one reviewer where appropriate.</li><li><strong>Follow up with every candidate.</strong> Let applicants know where they stand, even if they aren&apos;t moving forward. A timely update keeps the process from feeling like a black box.</li><li><strong>Treat the recorded interview as one stage of the process.</strong> Make it clear that the one-way interview is an early screening step rather than a replacement for all human interaction.</li></ul><p>These practices allow recruiters to keep the scheduling and screening benefits of<a href="https://hireflix.com/blog/best-asynchronous-video-interview-platforms/"> asynchronous interview platforms</a> without making the process feel unnecessarily distant. The goal is to make early screening easier for the hiring team while still giving candidates a process that feels fair and respectful.</p><h2 id="so-does-one-way-video-interviewing-hurt-candidate-experience"><strong>So, does one-way video interviewing hurt candidate experience?</strong></h2><p>Not inherently. Format alone doesn&#x2019;t decide how candidates feel, and both research and real hiring processes back that up.</p><h3 id="what-the-research-and-candidate-feedback-say"><strong>What the research and candidate feedback say</strong></h3><p>The available research, largely from structured, high-stakes settings like medical school admissions, and candidate feedback from hiring processes point the same way. The experience follows how well the process is designed and communicated.</p><p>Candidates who know what to expect and who are reviewing their responses find one-way video interviews flexible and convenient. Take those elements away and the same format feels distant and impersonal.</p><h3 id="what-this-means-for-hiring-teams"><strong>What this means for hiring teams</strong></h3><p>Hireflix supports one-way video interviews with features that help teams build a more structured and candidate-friendly process, including recruiter intro and outro videos, job-related questions, retakes, flexible completion windows, multi-reviewer scoring, and candidate communication.</p><p>If you&#x2019;re deciding whether asynchronous video interviews belong in your hiring process, look at how you&#x2019;d use them before you judge the format. <a href="https://hireflix.com/blog/candidate-centric-hiring-strategies-for-creating-a-positive-and-engaging-experience/">Build the process around the candidate</a>, and one-way video interviews can deliver a smoother experience while keeping the efficiency recruiters need.</p><p>CTA: <a href="https://admin.hireflix.com/en/register">Try Hireflix for FREE for 30 days</a></p><h2 id="faqs"><strong>FAQs</strong></h2><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text"><strong>What&apos;s the difference between one-way and two-way video interviews?</strong></h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>A two-way video interview happens live. The candidate and interviewer talk on camera at the same time, much like a standard virtual interview.</p><p>A one-way, or asynchronous, video interview works differently. Candidates record responses to preset questions on their own schedule, and the hiring team reviews those recordings later. This format offers more flexibility for recruiters and candidates.</p></div></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text"><strong>Are one-way video interviews biased?</strong></h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>They can be, but the format itself isn&apos;t the problem. Bias is more likely to influence decisions when one reviewer relies on gut feel, appearance, or other subjective impressions, and that risk exists in live interviews too.</p><p>Using job-related questions, a consistent scoring rubric, and more than one reviewer can help reduce that risk. Because every candidate answers the same questions under the same conditions, one-way interviews can also make the evaluation process more consistent than an unstructured live interview.</p></div></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text"><strong>Do candidates actually hate one-way video interviews?</strong></h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>No, not inherently. Candidates who go through a well-structured one-way interview often describe it as convenient, low-pressure, and even preferable to scrambling to find time for a live call.</p><p>The dislike people voice online usually traces back to specific, fixable problems: little communication, no sense of who&apos;s reviewing the recording, or the interview replacing every human touchpoint in the process. When it&apos;s clear, flexible, and positioned as an early step before a live conversation, candidates frequently rate the experience as more convenient than traditional interviewing, especially when scheduling is tight.</p></div></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text"><strong>Should every role use a one-way video interview?</strong></h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>No. One-way video interviews are most useful when they help narrow a large candidate pool, assess communication or other role-relevant skills early, or reduce scheduling friction during the first stage of hiring.</p><p>For senior, highly relationship-driven, or low-volume roles where a recorded interview would not meaningfully affect who moves forward, a live conversation may be the better choice. The format should serve a clear purpose rather than simply add another step to the process.</p></div></div><h3 id><br><br></h3>]]></content:encoded></item><item><title><![CDATA[How 3 Amazon DSPs Cut Driver Hiring Time From Weeks to Days]]></title><description><![CDATA[Learn how CTR Logistics, AMP, and 515 Logistics streamlined their hiring processes using Hireflix’s structured video screening.]]></description><link>https://hireflix.com/blog/amazon-dsps-cut-driver-hiring-time/</link><guid isPermaLink="false">6ac95bb64fe22000017fb6bf</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Mon, 26 Oct 2026 19:41:10 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/10/How-Amazon-DSPs-Reduced-Hiring-Time.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/10/How-Amazon-DSPs-Reduced-Hiring-Time.jpg" alt="How 3 Amazon DSPs Cut Driver Hiring Time From Weeks to Days"><p>DSP driver hiring often slows down because the first meaningful screen happens too late. Callbacks, spreadsheets, and scheduling back-and-forth can stretch the process out for days. By the time recruiters connect with strong candidates, those applicants may already be considering other offers.</p><p>CTR Logistics, AMP, and 515 Logistics faced that challenge in different ways. One needed a better integrated screening process, another had to manage hiring at scale, and the third was competing in a fast-moving labor market.</p><p>All three improved the process by moving structured video screening earlier in the hiring funnel with Hireflix, helping them cut hiring timelines from weeks to days.</p><h2 id="why-dsp-driver-hiring-slows-down"><strong>Why DSP Driver Hiring Slows Down</strong></h2><p>Most<a href="https://logistics.amazon.com/"> Amazon Delivery Service Partner (DSP)</a> hiring processes don&#x2019;t start out complicated. Over time, though, extra steps get added and each one creates another chance for a candidate to drop off or get stuck waiting.</p><p>A typical process might move from an application to a callback, manual resume review, phone screen, and finally a station or group interview. That means progress often depends on a recruiter and candidate being available at the same time. When they miss the callback, the hiring process can stall before it actually starts.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/image.png" class="kg-image" alt="How 3 Amazon DSPs Cut Driver Hiring Time From Weeks to Days" loading="lazy" width="1260" height="709" srcset="https://hireflix.com/blog/content/images/size/w600/2026/10/image.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/10/image.png 1000w, https://hireflix.com/blog/content/images/2026/10/image.png 1260w" sizes="(min-width: 720px) 720px"></figure><p>The bigger issue is that these early steps don&#x2019;t always show who&#x2019;s actually worth live interview time. Recruiters can spend hours calling and meeting candidates who aren&#x2019;t a fit, while stronger applicants are still waiting in the same inbox.</p><p></p><p>Those delays add up. Candidates who don&#x2019;t hear back quickly keep applying elsewhere.<a href="https://hireflix.com/blog/candidate-engagement-strategies/"> No-shows pile up</a> when interviews are scheduled too far out, and operations teams lose time on meetings that never lead to a hire.</p><p>A group interview planned for twelve candidates but attended by only four isn&#x2019;t just inefficient. It means the team still has open roles to fill and routes to cover. During high-volume hiring periods or in competitive labor markets, that pressure only gets harder to manage.</p><h2 id="ctr-logistics-cut-application-to-interview-time-from-10-days-to-under-3"><strong>CTR Logistics Cut Application-to-Interview Time From 10+ Days to Under 3</strong></h2><p>CTR Logistics already had a structured interview process, and it worked well once candidates reached that stage. The problem was everything that came before it. There was no strong way to screen applicants early, so recruiters still had to rely on callbacks and phone screens before they could decide who was actually worth meeting.</p><p>CTR now uses Hireflix inside SmartRecruiters. Applicants answer six video questions before an in-person interview is scheduled, which moves the first meaningful evaluation much earlier in the process. Recruiters can get a clearer sense of communication, motivation, and basic fit before committing live time.</p><p>Application-to-interview time dropped from more than 10 days to under 3. They didn&#x2019;t add more recruiters or reduce the quality of the evaluation. The team simply moved more of the screening work earlier, so stronger candidates could progress sooner.</p><h3 id="the-results"><strong>The results</strong></h3><ul><li><strong>8 to 10 hours saved per week:</strong> Time that once went to phone screens and callback attempts can now be spent on candidates who have already shown enough promise to warrant a live conversation.</li><li><strong>About 100 applicants reviewed in five days:</strong> A volume that would have taken much longer to work through manually can now be screened within the same week.</li><li><strong>Only 8 in-person interviews needed to fill 3 openings:</strong> The team can narrow the pool before scheduling live interviews, which makes each meeting more purposeful.</li></ul><h2 id="amp-scaled-driver-hiring-across-roughly-30-dsps"><strong>AMP Scaled Driver Hiring Across Roughly 30 DSPs</strong></h2><p>AMP manages recruiting, HR, compliance, and candidate pipelines for roughly 30 Amazon DSPs. Any inefficiency in the hiring process turns into thirty inefficiencies at once. </p><p>Before Hireflix, that process was station-based and manual, built around whatever each DSP happened to run. That made it nearly impossible to keep consistent, measure, or improve across so many hiring teams.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/image-2.png" class="kg-image" alt="How 3 Amazon DSPs Cut Driver Hiring Time From Weeks to Days" loading="lazy" width="2000" height="1331" srcset="https://hireflix.com/blog/content/images/size/w600/2026/10/image-2.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/10/image-2.png 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/10/image-2.png 1600w, https://hireflix.com/blog/content/images/2026/10/image-2.png 2000w" sizes="(min-width: 720px) 720px"></figure><p>Consistency is what changed. Candidates now get a Hireflix interview link within one minute of applying through Indeed, so screening starts before a recruiter even opens the application. That speed matters most right after someone applies, while they&apos;re still job hunting and haven&apos;t accepted an offer elsewhere.</p><p>Applied across every DSP in AMP&apos;s network, that one-minute link turned a fragile, station-by-station process into a <a href="https://hireflix.com/blog/how-to-scale-hiring-process-for-smbs/">repeatable system</a>, one that works the same whether it&apos;s serving one DSP or thirty.</p><h3 id="the-results-1"><strong>The results</strong></h3><ul><li><strong>80% of DSPs now hire from video alone:</strong> No live screening call required before the decision to move a candidate forward.</li><li><strong>20% use video ahead of an in-person meeting:</strong> A first filter that still saves the time an unscreened conversation would have cost.</li><li><strong>Campaigns producing 5 to 20 hires in a single day:</strong> A volume that manual, station-based screening was never built to handle.</li></ul><h2 id="515-logistics-used-faster-screening-to-win-in-a-competitive-labor-market"><strong>515 Logistics Used Faster Screening to Win in a Competitive Labor Market</strong></h2><p>Des Moines is a competitive labor market. Driver applicants there routinely interview with several companies at once. In that environment, the company that reaches a candidate first often wins the hire. A driver still waiting on a callback will accept whoever gets back to them first, and it usually isn&apos;t the company that called three days later.</p><h3 id="from-phone-screens-to-video-reviews"><strong>From phone screens to video reviews</strong></h3><p>515 Logistics rebuilt its screening workflow around that reality. A phone screen used to run 15 to 20 minutes per candidate, and most of that time went to scheduling logistics before the conversation even started. </p><p>A recruiter can now review a video response in 1 to 2 minutes, roughly a tenfold cut in review time. The signal holds up too: how someone communicates, whether they follow through, and whether they actually sound like they want the job.</p><p>That speed showed up directly in hiring volume. 515 Logistics scaled from about 5 hires per week during off-peak periods to roughly 20 per week during prime season, without adding recruiting headcount to match. </p><p>The team didn&apos;t get faster at everything. It got faster at the one step that had been slowing every candidate down, and that was enough to absorb four times the volume.</p><h2 id="what-the-three-dsp-stories-prove"><strong>What the Three DSP Stories Prove</strong></h2><p>Three different starting points led to the same fix. CTR needed better screening quality. AMP needed a repeatable process at scale. 515 Logistics needed raw speed in a competitive market. All three got there the same way: by moving the first real screen earlier in the funnel.</p><p>Each team used video answers to spot motivation, follow-through, communication, and basic fit before spending any live interview time. None of them changed how many people applied, and none lowered the bar for who got hired. </p><p>What changed was how quickly a qualified applicant reached someone who could actually make a decision, and how little time got spent on candidates who were never going to be a fit.</p><h2 id="benefits-of-one-way-video-interviews-before-peak-hiring-season"><strong>Benefits of One-Way Video Interviews Before Peak Hiring Season</strong></h2><p>DSP hiring picks up quickly from October through mid-December. A <a href="https://hireflix.com/blog/candidate-screening-for-seasonal-hiring/">screening process</a> that works fine during a quieter month can become a serious constraint once application volume rises. Recruiter capacity usually stays the same, so delays at the first screening stage can quickly spill over into staffing gaps and uncovered routes.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/image-1.png" class="kg-image" alt="How 3 Amazon DSPs Cut Driver Hiring Time From Weeks to Days" loading="lazy" width="540" height="370"></figure><p>515 Logistics shows what a more scalable process can look like. Sponsored ads sent candidates straight into video interviews, giving the team a way to handle more applicants without adding the same amount of recruiter time. Instead of spending 15 to 20 minutes on each phone screen, the team could review a video in one to two minutes.</p><p>That made it possible to increase hiring from about 5 people per week to around 20 during peak periods without putting the same pressure on recruiter capacity.</p><p>Teams need a faster way to identify the strongest candidates and move them forward, so live interviews and station visits are spent on people who are more likely to become hires.</p><h2 id="how-hireflix-fits-into-the-dsp-hiring-workflow"><strong>How Hireflix Fits Into the DSP Hiring Workflow</strong></h2><p>Hireflix isn&apos;t a replacement for a DSP&apos;s hiring strategy. It&apos;s the screening layer that sits in front of it:<a href="https://hireflix.com/blog/one-way-interview/"> one-way video interviews</a> that collect structured answers before a live interview or station visit ever gets scheduled. Interviewing, compliance checks, and the final hiring decision stay exactly where they were before.</p><p>That single change reduces wasted calls, no-show risk, and inconsistent first screens across a hiring team. In practice, it connects to the workflow a few different ways:</p><ul><li><strong>ATS integrations:</strong> For teams like CTR that were already running SmartRecruiters.</li><li><strong>Automated interview links:</strong> Sent the moment someone applies, for teams like AMP managing dozens of DSPs at once.</li><li><strong>Manual invite options:</strong> For platforms without a native integration, covering teams like 515 Logistics running campaigns through channels like Indeed.</li></ul><p>Each path leads to the same outcome: candidates move faster, reviewers spend less time sorting applications by hand, and recruiters get their week back instead of losing it to callbacks that never connect.</p><h2 id="cut-driver-hiring-time-from-weeks-to-days-with-a-better-first-screen"><strong>Cut Driver Hiring Time From Weeks to Days With a Better First Screen</strong></h2><p>CTR Logistics, AMP, and 515 Logistics faced three different hiring problems, and all three solved them the same way: moving the first screen earlier. The biggest win in each story wasn&apos;t a new sourcing channel or a bigger recruiting team. It was replacing wasted calls, station visits, and first interviews with a faster, more consistent way to decide who actually deserved live time.</p><p>It&apos;s a small change with a compounding effect. A few fewer minutes per candidate, multiplied across every application a DSP receives, adds up to hours of recruiter time back each week, and a funnel that moves qualified drivers through in days instead of weeks. It&apos;s also harder to make this kind of change once peak season is underway, which is why these three DSPs made it before the surge hit, not during it.</p><p>If driver hiring delays are already showing up on your team, before peak season makes them worse, Hireflix is built for exactly this problem.<a href="https://hireflix.com/en"> Book a demo</a> or start a free trial to see how a structured video screen can get qualified drivers in front of your team days sooner.</p>]]></content:encoded></item><item><title><![CDATA[Contingent Workforce Management: How to Build and Run a Flexible Team]]></title><description><![CDATA[A practical guide to contingent workforce management: plan, blend, source, and retain a flexible team instead of just managing a program.
]]></description><link>https://hireflix.com/blog/contingent-workforce-management/</link><guid isPermaLink="false">6ac353594fe22000017fb62a</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Mon, 26 Oct 2026 14:25:28 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/10/Contingent-Workforce-Management.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/10/Contingent-Workforce-Management.png" alt="Contingent Workforce Management: How to Build and Run a Flexible Team"><p>Sixty-five percent of businesses plan to increase their use of contingent labor over the next two years, per <a href="https://www.staffingindustry.com/news/global-daily-news/65-companies-say-they-plan-increase-use-contingent-workers">Staffing Industry Analysts&apos; 2025 buyer survey</a>. This makes contingent work a meaningful part of the labor market.</p><p>A flexible workforce can help a business respond to seasonal demand, project work, absences, and changing workloads without committing every role to a permanent headcount plan. The challenge is making flexibility operational rather than chaotic.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/10/Flexible.jpg" class="kg-image" alt="Contingent Workforce Management: How to Build and Run a Flexible Team" loading="lazy" width="2000" height="1125" srcset="https://hireflix.com/blog/content/images/size/w600/2026/10/Flexible.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/10/Flexible.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/10/Flexible.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/10/Flexible.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Because more contingent workers means more to manage at once. And that includes sourcing, <a href="https://hireflix.com/">screening</a>, classification, cost tracking, and retention, all running alongside your permanent hiring plan.</p><p>Good contingent workforce management starts before a vacancy appears. If you plan on having a blended team of employees, contractors, and temps, this guide explores how to build and run one that fits your business needs.</p><h2 id="contingent-workforce-management-at-a-glance">Contingent Workforce Management at a Glance</h2><ul><li>Contingent workforce management starts with forecasting recurring, seasonal, and project demand before a role is requested.</li><li>A ready bench of prequalified, prescreened talent means urgent staffing needs do not start from zero.</li><li>Screening and onboarding contingent workers to the same standard as permanent hires protects quality at speed.</li><li>Worker classification and compliance requirements need confirming before anyone starts work.</li><li>Cost, time to fill, and performance need tracking to prove flexible staffing is working.</li><li>Contingent workforce data should feed back into permanent headcount planning, not sit separately from it.</li></ul><h2 id="why-managing-a-flexible-workforce-matters-for-your-business">Why Managing a Flexible Workforce Matters for Your Business</h2><p>Contingent hiring buys you speed when permanent recruitment is too slow, and capacity when a need is genuinely temporary. It also stops you carrying fixed headcount through every seasonal spike or project cycle.</p><p>That speed has a cost if nobody is watching it, though. <a href="https://www.staffingindustry.com/editorial/cws-30-contingent-workforce-strategies/benchmarks-rogue-spend-persists-">Staffing Industry Analysts&apos;</a> 2025 Workforce Solutions Buyer Survey found that 55% of companies estimate up to 20% of their contingent workforce spending falls outside their authorized program, invisible until finance comes looking for it.</p><p>Contingent status and alternative work arrangements are two distinct categories, so businesses should avoid treating every freelancer, contractor, or agency worker as interchangeable. Treat contingent staffing as a managed channel, and you keep the flexibility without the surprise bill.</p><h2 id="how-to-build-and-run-a-flexible-workforce">How to Build and Run a Flexible Workforce</h2><p>Use the steps below to build and manage a contingent workforce that stands the test of time:</p><h3 id="map-your-recurring-and-seasonal-demand-before-you-hire">Map Your Recurring and Seasonal Demand Before You Hire</h3><p>Start with a demand map. Pull the last 12 to 24 months and flag predictable peaks, project cycles, leave patterns, and the weeks your team consistently runs over capacity, the same seasonal crunch <a href="https://hireflix.com/blog/retail-recruiting-strategy-guide/">retail teams manage every holiday quarter</a>.</p><figure class="kg-card kg-image-card"><img 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" class="kg-image" alt="Contingent Workforce Management: How to Build and Run a Flexible Team" loading="lazy"></figure><p>Sort what you find into three buckets:</p><ul><li><strong>Predictable demand</strong> justifies a standing contingent bench.</li><li><strong>Probable demand</strong> means keeping prequalified candidates warm.</li><li><strong>Exceptional demand</strong> needs a fast sourcing process and clear approval rules.</li></ul><p>Set a trigger for action, such as forecast demand exceeding permanent capacity for four or more weeks running, and brief your<a href="https://www.orielpartners.co.uk/temp-agency-london"> temp recruitment agency</a> as soon as it&#x2019;s hit.</p><p>Waiting until the workload is already a problem is expensive both ways: it narrows your talent pool and pushes cost up, and it leaves your existing team absorbing the gap. <a href="https://resourceguruapp.com/blog/resource-management/the-state-of-overworking-2025">Resource Guru&#x2019;s UK survey</a> of over 2000 workers found 84% were already working unpaid overtime, before any staffing shortfall gets added on top.</p><h3 id="source-the-bench-through-a-specialist-recruitment-partner">Source the Bench Through a Specialist Recruitment Partner</h3><p>Your contingent workforce is only as flexible as the talent pipeline behind it. A small, relevant bench of prequalified workers cuts the time you spend restarting the search for every assignment. And a documented process for building one keeps sourcing consistent as your <a href="https://hireflix.com/blog/how-to-scale-hiring-process-for-smbs/">hiring volume scales</a>.</p><p>For specialist support roles such as PAs and EAs, a recruitment partner like<a href="https://www.orielpartners.co.uk/"> Oriel Partners</a> can add value by maintaining an active candidate network, understanding availability, checking references, and matching people to the environment as well as the job description.</p><p>When you choose a recruitment partner, agree upfront on:</p><ul><li>Which roles they cover and expected response times</li><li>Screening standards and reference-check depth</li><li>Replacement terms if a worker does not work out</li><li>Fee structure and how candidate information stays current</li></ul><p>The objective is to build a dependable supply of people who can start fast and perform with minimal ramp-up, without getting swamped with tons of resumes.</p><h3 id="screen-onboard-and-set-expectations">Screen, Onboard, and Set Expectations</h3><p>Fast hiring should not mean light screening. Define the minimum checks and competencies required for each contingent role before sourcing begins. And hire on demonstrated ability over credentials alone. </p><p>That matters more now that candidates routinely use AI resume builders to produce polished, <a href="https://www.hiration.com/blog/ats-friendly-resume/">ATS-friendly resumes</a> packed with the right keywords, so a strong-looking CV is a weaker signal of real ability than it used to be. Lean on <a href="https://hireflix.com/blog/benefits-of-structured-interviews/">structured interviews</a> and skills testing to see what people can actually do.</p><p>A consistent process can include an application review, structured interview, reference checks, eligibility verification, skills testing where appropriate, and a clear availability check. For high-volume screening, a one-way video interview platform such as<a href="https://hireflix.com/"> Hireflix</a> can help teams collect standardized responses before live interviews. It is one of the fastest ways to keep screening standards high when volume goes up.</p><p>Onboarding should be short but complete. Give every worker what they need on day one including responsibilities, reporting lines, systems access, working hours, and security procedures. </p><p>Managers should also explain what success looks like during the assignment and how performance will be reviewed. A temporary worker should not have to guess which tasks matter most, who makes decisions, or when priorities may change.</p><div class="kg-card kg-button-card kg-align-center"><a href="https://admin.hireflix.com/en/register" class="kg-btn kg-btn-accent">Try Hireflix for FREE for 30 Days</a></div><h3 id="stay-compliant">Stay Compliant</h3><p>Compliance needs to be built into the hiring process rather than checked after someone starts. Worker classification is especially important since the legal treatment of employees and independent contractors differs.</p><p>The <a href="https://www.dol.gov/agencies/whd/fact-sheets/13-flsa-employment-relationship">US Department of Labor&apos;s</a> current guidance says employee or independent contractor status under the Fair Labor Standards Act depends on the economic reality of the relationship. The Department identifies factors including control, permanence, investment, opportunity for profit or loss, whether the work is integral to the business, and skill and initiative.</p><p>The <a href="https://www.irs.gov/businesses/small-businesses-self-employed/independent-contractor-self-employed-or-employee">IRS</a> applies a similar test, looking at behavioral control, financial control, and the type of relationship. Requirements also vary by state, so build a compliance checklist covering classification, pay, overtime, taxes, records, and any agency or contract terms specific to the assignment. Then confirm against current federal and state guidance before you rely on it.</p><h3 id="build-a-retention-pipeline">Build a Retention Pipeline</h3><p>Retention matters even when a role is temporary. A reliable contingent worker who already understands your business becomes a valuable repeat resource for the next peak, project, or cover requirement. Repeat workers also cost you less to place each time you use them again.</p><p>Keep a simple record: assignment dates, skills, manager feedback, availability, and willingness to return. Ask about preferred assignment length, working pattern, and role type before the next requirement appears, not after.</p><p>Communication carries most of the weight here. Give workers reasonable notice of changes, explain extensions clearly, and close out assignments professionally. If a permanent opportunity might open up, <a href="https://www.orielpartners.co.uk/blog/turn-temp-role-perm">explain the path from temp to permanent</a> rather than letting assumptions build on their own. Handled well, your contingent workforce becomes a pipeline, not a revolving door.</p><h3 id="measure-cost-and-performance">Measure Cost and Performance</h3><p>Choose a small set of measures that connect contingent hiring to business outcomes. Useful metrics include:</p><ul><li><strong>Time to fill:</strong> how quickly an approved requirement becomes a confirmed start</li><li><strong>Time to productivity:</strong> how long a worker takes to perform independently</li><li><strong>Assignment completion rate:</strong> the percentage of assignments completed as planned</li><li><strong>Cost per productive hour:</strong> total contingent cost divided by useful capacity delivered, not the headline pay rate</li><li><strong>Conversion rate:</strong> the percentage of contingent assignments that convert to permanent hires</li><li><strong>Repeat usage:</strong> how often you successfully reuse proven contingent workers</li></ul><p>Review these measures by role, department, location, and supplier where the data supports it.</p><figure class="kg-card kg-image-card"><img 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ydPy6gxk2WxFdD+78xZq3aXYx3+++8/WbRsrdnu1On/rPz8QwABBBBAAAEEEEAgigALCCCAAAIIIIAAAgggkIIFghLQvnz5snwwcbr8+PMvFu2VQHbuXHdKvVpV5YlOreWZ3p1lwLPd5ZknO0vXjq2kTs0qkuuuO6y8+u+ytd2vMnbCJ7rAgAACAROgIAQQQAABBBBAAAEEEEAAAQQQCH8BWohAeAsEJaCtjxA58NNBSy5Cbrzhf/JUjw7Sq2tbebDKA5I/by65/bZsctON/5Pbs2eTe/Llloeqlpcnn2gnfbo/ZvKLXJYDP/4ia9dvFv5DAAEEEEAAAQQQQAABBBJFgJ0ggAACCCCAAAIIhLxAwAPaenf2ms82mYbfeMP10rdXR7nzjuxmObZRzjtvl749O8gN/7veynpZ7HKsBf4hgAACCISwAFVDAAEEEEAAAQQQQAABBBBAAIHwFwiFFgY8oP3d9z/KP/8etdoWIS2b1pOM12Sw5v3/lzHjNdKyWT2zwT//HpN9VnlmgRECCCCAAAIIIIAAAggggAACyVOAWiOAAAIIIIBAgAQCHtDef+BnUzV9nEie3Hea+biO7s6dU27PfqvZbP8PP5kpIwQQQAABBBBIiQK0GQEEEEAAAQQQQAABBBBAAIGrAgEPaP/y259W6RHm2djWTLz/6bO19VnaV8qLdzEpd0NajgACCCCAAAIIIIAAAggggAAC4S9ACxFAAIEUJhDwgPahv48Ywjtz3Gam8R3dcfuV7e3y4lsO2yGAAAIIIIAAAggg4CRAGgIIIIAAAggggAACCCQ/gYAHtP87c8YoZM6UyUzjO7o285Xt7fLiWw7bIYBAwAUoEAEEEEAAAQQQQAABBBBAAAEEwl+AFiIQkgIBD2ifOXPWNDTDNenNNL4je3u7vPiWw3YIIIAAAggggAACCCCAQOIKsDcEEEAAAQQQQACBYAkEPKB94cIFU9dUEQkrOlVEhCnnwoWLZsoIAQQQQCAFCNBEBBBAAAEEEEAAAQQQQAABBBAIf4EEtDBhUecE7JhNEUAAAQQQQAABBBBAAAEEEEAgbgLkRgABBBBAIKULBC2gHXmDdUr3pf0IIIAAAgggEBoC1AIBBBBAAAEEEEAAAQQQQCAMBIIW0H7n/any4stvx3sYPXZaGPCGQxNoAwIIIIAAAggggAACCCCAAAIIhL8ALUQAAQSSh0DQAtrHjp+Qf/49Fu9Bt08ehNQSAQQQQAABBBBAIEUL0HgEEEAAAQQQQAABBBBINIEgBbQvWw0IxGAVwz8EEAhbARqGAAIIIIAAAggggAACCCCAAALhL0ALEQikQMAD2qPeeFECOwwIZHspCwEEEEAAAQQQQAABBBBILgLUEwEEEEAAAQQQQMBHIOABbZ/yWUQAAQQQQCAJBNglAggggAACCCCAAAIIIIAAAgiEo0DUgHY4tpA2IYAAAggggAACCCCAAAIIIIBAVAGWEEAAAQQQSKYCBLST6YGj2ggggAACCCCQNALsFQEEEEAAAQQQQAABBBBAIOkEkjygfe78edn1zT5ZtXaDrF63UXbu3iealnQk7DlIAhSLAAIIIIAAAggggAACCCCAAALhL0ALEUAAgaAKBCWg/dPB30SHI/8cjbHyO3bukReHvC1jJ0yXuQtXypwFK+SDidPlhZfelE1ffhXjtqxEAAEEEEAAAQQQQCC8BGgNAggggAACCCCAAAIIxCYQ8ID2r7/9KcNHjrOGD+XAjwdd9693Yo+fPFNOnjpt5bkcZfjvzBmZNn2+bN76tZXOPwQQQCAWAVYjgAACCCCAAAIIIIAAAggggED4C9BCBCyBgAe09+3/0SpWJEP6dFK0yL1m3nd0/vwFmT5rkZWsgWwrb4YMUrxoYalWqZzcnfsuK13/XZZZ85bJf/+d0QUGBBBAAAEEEEAAAQQQQACBeAqwGQIIIIAAAgggEC4CAQ9oH/zld2NzT/48kjp1ajPvO9q2Y7ccP3HCSo6QG2+4Xp7r3VkebfGw1K9TTXp0aSNNHq5lrRMTzN721TdmnhECCCCAAAJJIMAuEUAAAQQQQAABBBBAAAEEEEAghAQCHtD+66/DIhIhue+6w7WZX+361rOuYb3q8r//XedZ1pkK5UpInlw5dVa+3feDmTJCAAEEEEAAAQQQQAABBBBAAIFQE6A+CCCAAAIIJK5AwAPa/x49Zlpwa7abzdRpZD9bO+M1GeTee/I6ZYl8XMll+ePPQ47rSUQAAQQQQAABBJK1AJVHAAEEEEAAAQQQQAABBBCIs0DAA9pnz54zlciYMYOZ+o7+PvyP6I8+ikTIXTlzSKpUEeL0322RAfETJ085rSYtBQvQdAQQQAABBBBAAAEEEEAAAQQQCH8BWogAAgg4CQQ8oB0RcSVAffHiJaf9yS+//eFJz5E9m2fedyZDhvQm6dy5KwFys8AIAQQQQAABBBBAAAEEYhNgPQIIIIAAAggggAACYSsQ8ID2NZF3Zh858q8j2sGDV340UlfmuP02nTgO9p3eadKkcVxPIgIIIBB4AUpEAAEEEEAAAQQQQAABBBBAAIHwF6CFyVkg4AHtW2+58uzsb/bud3TxTs+VM4djHk08evy4TiRzpoxmyggBBBBAAAEEEEAAAQQQQCCJBdg9AggggAACCCCQxAIBD2jnz3uX1aTLsm37Lvn5l6t3Y1uJsnvPd/LnX/ojjxFyZ47bJHNm92D1wchtb7zhet00oMN/Z87K1h27Zfb8ZTJi9EQZOHSkPPX8q9Lz6cHy7IvDZMS7E2XF6i/k5KnTfu33wI+/yKRps6X/kBHS65kh8tzAN+Sd96fKVsvArwLIhAACCCAQ9gI0EAEEEEAAAQQQQAABBBBAAAEEEi4Q8IB2qRJFJF26dHLx0iUZOWaSFTReLp9v3CYz5y6RDyfN8NS4bOminnmnmW/3/mAlR0iO7Lda08D++/ngbzJx6ixZvW6T7D/wsxw+8q+csYLc+tzvkydPy/4ffpZ5i1bKkNdGyx6XO83tGi1atlbeGj1BvrSC1//+e0wuXLgoJ06ckr3f/SATp82WMeM+kvPnL9jZmSKAAAIIIIAAAggggEASCeQsUFpmzFmYRHtntwggEIsAqxFAAAEEEPBLIOAB7SzXZpYGdR60dn5Zzp07L2s+2yTTZy2SdZ9/KRcuXgnsZr/1FilVvIiVx/nf738ckt///MuszJ37TjMN9Oj667JIyeL3SeMGNaRj26bSp8dj0rtbe2nfurHcf18BSZUqwtyhPXb8J/Lr73867v7zjVtlyfJ1cvnyZdE7yVs2rSd9e3aQTu2aSd48Oc0233z7vUydPs/MM0IAAQQQQAABBAIvQIkIIBAMgeMnTsrcBUvlqX6DpcbDraRQyaqSp3A5KVquhjRv21U+mDBNjh0/4deuL126JAuWrJCO3Z6WMlXqSd4iFSR/0YrywIMPyxO9n7c+M23wqxwyIYAAAggggAACCIgEPKCtqOXLFpemDWtJ+nRprcXLXoPIHTmyy+MdHpHUqd13vWrdRmsbkTRpUku+PHeZ+UCONNg8uP+T0uaRBlKpfCm5r9A9ctedt0uuu3JI0SL3ymNtmlhDU7PLCxcvmqC1WfAanTr9n8xbuNKkXH99VnmqRwcpU+p+ufOO7FK4YH7p1rm1FCyQ16zftmO3fLf/JzPPKIQEqAoCCCCAAAIIIIAAAg4Caz7bIMXL15JezwyUmXMXyd59++XEyVOi38b859+jsmnLdnl52CipVqe5bNi8zaGEq0nHjh2X5o92le59+suK1Z/JH38eknPnzplviP762x+yaOkqafd4b+nS6zk5a6Vf3ZI5BBBAAIGACVAQAgiElUCqYLWmfNkSokHjti0bSb1aVaVhvYekV9d25g7m67JmiXG3ee66Q5o1qi2Ptmgo6UxQPMbscV6ZKlXszb6vUH655aYbTNk/HDhopt6jDZu2iz6LW9Pq164W7Xngug9tQ6pUEZpFVq3lrgsDwQgBBBBAAAEEEEAg2QiES0VPnTotPx/81TTnyD//it59bRZcRkePHjNBZ31PX+GB0tL/2V7y0YTRsnDmJBk3epjUqVnNbPn34SPyWNc+8s2335llp1G3p/rLlm1fmVU5br9NBg/oKzOmvGfK6/dUd/nf9deZdUuWr5GXhr5l5hkhgAACCCCAAAIIuAvEHtl13zbWNddck0GK3V9QHqzygFSuUFpy57oj1m00g97p/ECZ4lKk8D26mGRD+gzpzb7PX7jyqBSzEDnauXuvmctg5SlSyLme+liTfHfnMvn2fX/A3IVhFhghgEC4C9A+BBBAAAEEEAgBgXkLl0ndJm2lUKlqUrFGY1OjV4ePlsLW8j3FKskj7Z6Q0e9PNI8QNCsjR2nSppEWTR+W9ctny+SxI+SxNs2lbKliUrBAPqlWuby8M3yIDOzX2+T+778zMuT1t82872jn7m9l/RebTbJ+U3XJnCnSunkjKVGsiCmvU/uWsmDGRMmS5VqT55OZ8+TwkX/MPCMEEEAAAQQQSBYCVDIJBFIlwT6TxS7/OnRYfv3tyrOzb7n5xih11q8a/vzLbyZNH1WSJk1qM+80yhP5DHDd5uCvvztlIQ0BBBBAAAEEEEAAAQQCLDBw6JvS8+kXZdc3e0WfYR0RceWbk/ZuNBC9cfM2Gfb2e3Lx4kU72Uzr1nxQhg58RrLfls0sO43atmoqhQveY1Zt/nKH6KNIzILXaNuOnZ6l9q2bSeZMmTzL9ozuo8nDtc2i1vOrnd+Y+fAf0UIEEEAAAQQQQCB+AgS0vdzOnTsvh/4+IvoM7xHvTjRvfHV15fKldOIZNM+lS5fNsm+w2yR6jbJ5BcP//Ouw1xpmEUAAAQQQiIcAmyCAAAIIxCqw6cvtMnHqpybfbdlukbdefVF2fLHULL82uJ9sXb9Ypo4bKe2sIHNsj0M0G7mMSpcoatZcunRJfnG4eeX8+avf9NQ7tE1mh9GdOW73pJ4/f94zzwwCCCCAAAIIIIBAdIGAB7T/+feYxGX418qvP7B4KTJAHL2KgUlxK2XTlq+kW5+XzND7uaEy6NV3ZM785XLixCmzyYNVyknxooXMvD06euy4PSuxvQG+7rqsnrz/Hj3mmfd35oeDh4QBA/oAfYA+QB+gD9AH6AP0AfqA/31g6vT55u122rRpZOiQgVK4SDE5cvysSTv87yk5duqC3Hp7TmnVsqVMnfiB/Pz7P/F6z/33kavv738/dCxaGddkvvpZYPvOfdHW28f062++N3XTUdoM17rms/MzPYQRnxNj7AO8RniNxKUP/Pjr33r6ZUAg0QW078WlrybnvMaNKwgAABAASURBVIHGDXhA+8WXR8iLL7/t9zDAyvvsgGHS65kh8urw92XewpXy79GrAeNAN9jf8m6/LZv07dlB9AcfIyKifj3xzNkrb4a1rPTp0+nEdUifLq1n3dmz5zzz/s5cuHhJGDCgD9AH6AP0AfoAfSAR+gDvOXjfFTZ94I8/rzw68I4cOeTWW2/1tEvfg1+6FPV8kjZdes/6uL7Ovtq1W4uUNGnSyC3ZbolWzv1F7pNst9xi8syaO19OnjodLc8ffx2SZStWmTz33nuP5LDqHNd6kD/qMcUDD/oAfSAufeCi9fffnIQZIZDIAtr34tJXk3PeQNMGPKB9pYL6OI64DZcvX5Lf/vhLVq7dIINeGSWfb9x6paggjwsXyi/9nupiBg1gt23VSO6z0n79/U+ZMHWW7NoT/RfLL3h9dTBNavfnZ2vV9c2tTnXw/sqhLvszpEmdShhC3YD60UfpA/QB+gB9gD5AH6APhFIfSJ8+veh/x44fl9SpIjzvpzUtVapUnuWE1Hnr1m3y448/if5XvNj9kvXazNHKvSZDenn+2T6SNWsW+eOPP6VLt16yZOly2bt3r+ze/Y3MnjtPuvXsIydPnrQC79nk6d49o5WRkDqybSo8U2PA64A+EFsfSG29TsTv/8iIQOAEtO/F1j/DZX3g1K6UFPCAdu5cd0qeXDn9HjR/jttvk6xZslg1uhIEv3DxgkyftVg2btlhpQX3X8ZrMshtt95shjvvyC7F7y8oHds2kzaPNJAj//wrY8d/Ipu2fBWlEmnSpvEsX/D5ARnPisiZCxeuPjfv/+zdB5wTRRuA8fcavXcLIE2QqoD0pqCINFGKXcSKoiAiKIIgAhakiYCdqoIUkY4gCHw0aYKIIL2o9F6vfvvOXcJx5I7cXS6XbB5+N7uzszO7M/8N2eTNZqNfeYwrdntWokgBIWHAY4DHAI8BHgM8BngM8BjgMcBjwP3HwF11qpnX28eOHZdp06ZJkRvymNfUWlggb3aTT41n3hwZZdTnX+rmJCQkRHq90SnRbTZvXE/m/zhRnn/6MTl69JgMGzFKOr/+prze4235/MsxEhEeIa+/+rzMmzZO6te8PdHtpKa/tHX/sYMVVp56DLAd/3ksFbs5v3k+Z4KAtwX0sRcozxWetvV4QLvLS+2l80tPuZ26WPW7d3lO+r/zmgzo87q0uL+hZMygt/GIkakz5oveX9vTg3Zne9WqVpI7KpaTmJgY+eHHuVf1I1PcFR+6nevdRuSy9QJV62nKeJ3bk2gdEgIIIIAAAgggEMACDB0Bjwg80vYBcfzQ4uivxku9xg9Kj94DzLaPHDkm4fFeo5vCZEyioqKkc/c+8s+/sbc16fRCeylftnSiW9D3E7PmLpQ583+RiHgXuzganL9wQWbMXiA//7LMUcQcAQQQQAABBBBAIAkBjwe0k9jXdVflyJ5N7rm7jrzy4pPmSgd9obly9YbrtkurChXKx74w1X5s3bbTuZv4PwQZ/wcinRXiZU7F+yHI3PF+IDJeFbIIeECATSCAAAIIIIAAAgg4BLJlzSqTxo2SenVqmKL/Dh2RydNmmfyg4Z9J+WoNpf0Lr8mCRUvNBSxmhZuTXv0GydL/rTa1GzaoLa927GDyriZ6v+5OXXvJwI9HyD//HZJ2DzWX2VPHybaNS2XruiUydeLn0uiuurJr9z7pbgXc331/qKvNUIYAAggggEA8AbIIIOBTAW3H4dBbf+gV0iIxsn3HHkex1+fZsmZx7vPEyVPOfIH8eSU4OMgsHz5yzMwTmxyKt75QwXyJVaMcAQQQQAABBBBAAAEEPChwQ6ECMv6LYTJ3+gQTdK5Vvapz6+Hh4fLr8lXywqs9pEPH1+XSpUvOdUllPhwySr6fMsNUqVbldhk5ZIC5EMcUuJhMnDRd5iz4xazp8vKz8uF7b5urufUbn1myZJaqlSvJVyMHyYMtmpg6YyZMlkVLlps8EwQQQAABBBBAAAHXAj4Z0NaulitTSmdy6PARM0+PyenTZ527jb0NSuxiaGiIFC18k1nYs++gREZGmbyryc5d+0yxtily840mzwQBBBDwJwH6igACCCCAgD8LlLXeV3R95Xn5bsynZhh6RXXvN7uI/o6PFixZtlL6DBis2SST3rpEk1bSW4x8PXqwZMqUSRcTTZOmzjTr9EKZjs89afKuJm906egs/mH6bGeeDAIIIIAAAggg4E0Bf9mXzwa0c+fKYQzPX7ho5ukx2bh5q3O3N95Q0JnXTMXyZXQmly5dlt//+MvkE05Onjoj23fsNsWlSxW3XvBmNHkmCCCAAAIIIIAAAgggkD4CGsh+5smHZeGs76VShbKmE9N+mitnzp4zeVeTCd9PFb06W9eVLH6LjP9yuGTPllUXk0w7d+8160uWKBb3O0Fm8ZqJXk2eL28eU75rT2wbs8DEXwToJwIIIIAAAgh4UcBnA9oxaYiw+rffJSIiMsk9LF66Sv78a4epkzdPLilZvIjJOya1alSWzJliA9Qz5yySc+cvOFaZud4vb/K0ORIdHTuShg1qmXImCCCAAAIIIOAQYI4AAgikn4De9uPpx9uaDug3Lnfvif1mpSmIN5k+c5680z/2Cu4ihW+Sb78ZIXly54pXI/FsaEiIWak/JGkySUwi434wMjQkNIlarEIAAQQQQAABBBAI9lWCU3E/ppg1S2aPd3Huz7/K2/2GyHdTZsmadZtk1579cvDfQ7Jr935ZvnKtDBnxjUyf+bPZr74IfaRNcwkOvppK+9WyWSNT58TJ0/Lx8K9k1W8bZd+Bf2Xzlu3y6ecTZMvWv836KneUl1tL3mLyHpmwEQQQQAABBBBAAAEEEEi1QGjoleCx3iIw4QbnL1wib7zd3/xwpF5FrcHsggXyJ6yW6LJeDa4r9Vubp89cuZ2hlsVP23fsklOnz5iiwjffYOZMEEAAASPABAEEEEDgGoGro7TXrE6/AsfV0YUKFkiTTly4cFFWrt4gE76fIUM/HSMfDP5cho4cI5OnzZXdew+YfebKmUNeeOYRKXNrcbOccFKnZlVpck89CQoSOXb8pHw7eaYMGvalfDFmkvy9M/arguVuKyWPt2uZsCnLCCCAAAIIIIAAAmkowKYDW+D7KTPk6LHjSSJER0dbr/1j73GdISxMihW9+huZy1askVe7vSN6dXW+vLll4tcjpPBNyftNnIYN6oj+0x+h7P/hcBMY1+X46dLly9J34BBn0d31Y9s4C8gggAACCCCAAAIIXCXgkwFtvcr5t/WbrY4GSelSxay5Z/9efv5xadXiXqlU4Ta56YaCkj17VnMFdqaMGURfrN5e8TYThH7nzU5yW+kSSe686X13yWsvd5Cqd1SQ3LlyiF7RrffT0yB4+8celI7PPiphYVeu/EhyY6xEIP0F6AECCCCAAAIIIOD3AjNmL5C69z4or/fsJwsXL5MjR4+LBrB1YGfPnZdFS5ZL2ydflOUrf9Mi673BfZI1axaT18mGTVvkhVd7SHhEhISFhkrvHl1EbwmiV1Inllxdgf1s+0fM+wvd5pQfZ0vbJ16UGbPmyx9/bpPfN/8p307+UZq3bi+r1qzXKqL35279QFOTZ4IAAggggEAaC7B5BPxWwKcC2mfP6ovLlfLpZ+PNlRAaCK5Z/Q6P4xYskE8a1q8pz7VvK291e1He79tNPhnUWz4e+Jb07fmqPPtUW6lR7XbJkCHMrX0XL1ZY2j/+oLzX+zUZ9lEvef/dbtLphSekauUKbrWnEgIIIIAAAggggAACCHhOIH++vObH26fNmCvPdeou1eo3lRIVapsd9Ht/qDz78huyboNeQCNS+fYK0vvNLmadY7J0+Sq5ePGSWYyIjJTO3ftI45aPxSXX859/WWrqx5/ovbbHfTFcHLceWbthk3Tp0Veat2kvDzz8jLz97oeyY9ce06RsmVtl7OdD3X4PYhoxQQABBBBAAAEEAlDA4wHtT0aPk+Sk4aPGyaDhX0nv/sOk57uD5ac5i0S/dicSJA+2aCzZ4l0pIfxDAAEEEPBfAXqOAAIIIICAlwQ+HdxfZkz6Wjq90F5qVKssGuDWK6119/rbOLlz5ZSa1avIwL5vyg/jR1vvObLqqjRJ5W67VRbM+Fbe691N6taubvqitzjJkCGD3FiooDS6q64M/aCP/DT5G7n5phvSpA9sFAEEEEAAAQQQ8KpAGu/M4wHtHbv2yo5d+9xOO3fvk/0H/pVTp/RHUGKs4cZISHCIPNSysdSpWcVa5g8BBBBAAAEEEEAAAQQQSJ7A7RXLSbfOL8qksaNk7bI58vem5WYDH77XUzauXCDfjxkpj7Z9QOL/MKSpYE1e6/Sc7N26OlmpTatmVkvXf1myZJYnHmktE74c7uzL378vk5WLf5KvRg6SVi2aiH471XVrSgNJgLEigAACCCCAwPUFPB7Qjt1ljDVLbhK5oVABuateTen9ZidpULe6tQ3+EEAAAQQQQACB6wpQAQEEEEAAAQQQQAABBBBAIEAEPB7QfrdnZ0lWeruLvN/3DRn+US/p2a2jPNjiXsmbJ1eA8Kf3MNk/AggggAACCCCAAAIIIIAAAgjYX4ARIoAAAvYR8HhAO48VjE5Wyp1TsmXLInovO/uwMhIEEEAAAQQQQAABWwgwCAQQQAABBBBAAAEEEPApAY8HtH1qdHQGAQTSTYAdI4AAAggggAACviag98VO6l7XvtZf+oMAAggggIA/CNBHBLwtQEDb2+LsDwEEEEAAAQQQQAABBBAQwQABBBBAAAEEEEAgBQIEtFOARhMEEEAAgfQUYN8IIIAAAggggAACCCCAAAIIIGB/Adcj9GhAe/iocbJn30HXe0pl6eXL4TJ/4TJZsmx1KrdEcwQQQAABBBBAAAEEEEAAAQRsLMDQEEAAAQQQsLGARwPaO3fvlSEjvpHPvv5edu3Z7xG28xcuyqIlK6TvwE9kzoJf5dKlyx7ZLhtBAAEEEEAAAQQSCrCcfgK3lK0hU36cnX4dYM8IIIAAAggggAACCCDgFwIeDWjXq11NgoKC5M+/dsiwkWNNEHrewqVy6PCxZGHo1dib/tgmX46dLG+/O1h+mvOLnDt/XvLnyyPlbiuVrG1R2SsC7AQBBBBAAAEEEPCawJmz52TGrPnSred7cl+rx6VCtYZSsmJtqVz7Pnm4/Uvy5Zhv5fSZs8nqz4mTp+SzryfIQ489J1Xr3i+3Vqor1eo3k5btOsjAQSNk/e9/JGt7VEYAAQQQQMCmAgwLAQQQSHcBjwa027RqIt27PCelSxWzBhYjx0+clLkLlsqAQaOkR++PZNSX38rs+Utk2Yq1sm7jFtm6bads3rJNVq3ZKIuWrJTvfpgpAz8eLW/0+lC+GveDtW67REVFSZbMmaRl03ukZ7eOUqTwjda2+UMAAQQQQAABBBAIRIEly1aagHOXHn1l6ow5sm37Tjl77rxERkaJBqVX/7bBeu05Qho1e1hWrlnvFtGc+b+16PUPAAAQAElEQVRIw6bt5IPBI2X9xj/k2PETEh4RIUeOHpNNf2yVL6wA+WdfTXBrW4lXYg0CCCCAAAIIIIAAAgh4QsCjAW3t0M03FZJOLzwhXV5+WsqXLS1BQVoaIxcuXpS/tu+SBYuWy5Qf58m4b6fL6K++ky/H/iDfTZklP81ZJKt++13+O3RUYmKirUYxkjNHdmlxfyPp+3ZnaXRXLQkNDbHK+UMAgYASYLAIIIAAArYWOH/+guzbH/sbLHoxhF59ndSAT506LeHh4RIcHCz16tSQ3m92ke/GjJTZU8fJVyMHSbMmjUzzo8eOyzMvvS5//vW3WU5sMu2nufJKt95y0tpuwQL5pesrz8u3X4+QOdPGy6Rxo+Tdt1+XOjXvlLDQ0MQ2QTkCCCCAAAIIIICAJwTYBgJuCng8oO3Yb4liReSFDg9Lv16vyQPN7pESxYtKSLDuLsaqknjKmSOb1LjzDun47GNW2y5yz921JXOmjFYb/hBAAAEEEEAAAQTsIvDT7AXSvE17qVC9kdS/r7UZll4hXdFavq1KA3nk6Zdl5OdjJSZGXzea1WYSGhYqj7ZtJct/ni7jvxgmzzz5sNSqXsVcSNHorrry6eD+0rdnV1P34sVL0v+j4SbvarJz1x55q88HEh0dLXVrVZPFcybLqx07SG0rgF3utlut16SV5anH2shEK8A97KN3XW2CMgR8QoBOIIAAAggggAACgSSgEeY0HW+unNmlYYNa0uWl9vLxwLekW+fn5KlHH5QHmt8rTRvfJc2bNJS2DzaNC2C/Jv3f6SqPtWshZcuUlOBgc3l3mvaPjSOAAAIIBKwAA0cAgXQS6DtwiHTu3kf++HObCSYHBV39mk8D0avWrJdBwz8zt5+L383mTe6RgX17yE03FopffFW+/eNtpWL520zZmrUbza1IzEKCSZ8Bg83V3npl9qhh70vWrFkS1LiymCFD2JUFcggggAACCCCAAAIIIJBuAsHJ33PKW4SGhkjRwjdK1coVpGH9mnLfPfXk3oZ1pG6tqiaAnTtXDuEfAggggAACCCCAgH0FVq/dIGMn/mAGeGOhgjL0gz6yccV8s/zhez1l3fK5MvGrT+TpJ9pJrpwpf21Y487KZpt69fWBg/+afPzJzt17ZcXqdaboyUdbS/ZsWU2eCQIIIIBAfAHyCCCAAAII+J6AVwPavjd8eoQAAggggAACCKSBAJtMVGDmnIVmXYawMJn4zQhp1aKJ5MqV05TpfbHz5c0jdWpVkz5vvSYrFs2Q0BTeu1rvs202ak1CQq59yTt3wWJrTezfPXfVjc1Y07PnzsuevftF7+dtLfKHAAIIIIAAAggggAACPiZw7at7H+sg3QksAUaLAAIIIIAAAvYWOPBP7NXSJUsUk+K3FElysEndAiTJhtbK1es2WlMxP+ZYtEhhk48/2bhpi1nUH3vU33pZ+r/V8uCjz0mFag3lrvvbSpU6TaTW3S1l0LDRokFuU5kJAggggAACCHhMgA0hgAACKRUITmlD2iGAAAIIIIAAAgggkFyBTBkzmiYnTp685gcfzQoPTBYvXSHbtu80W6pXp7rL24ns2LXHrM+RI7uMmTBZnnq+i2z4/Q9T5pj8e+iwjPxinLRs10H++feQozi95+wfAQQQQAABBBBAAIGAFiCgHdCHn8EjEEgCjBUBBBBAwBcEqlWpZLpx6PBR+WjoaImIiDTLnpqcOnVaer83yGwuJCREXuv0vMknnJw+fcYUnT17TgYMGmGC3v16dTP38N7++zKZNWWs3F2/tqmze88+eem1ntf8QKVZaaNJg0d7S8WmXUgYeOwxoI8pG/0XYSgIIIAAAn4jQEftLkBA2+5HmPEhgAACCCCAAAI+JPBI2wekaOGbTY9GfzVe6jV+UHr0HmCWjxw5JuHhESafkklUVJR07t7HeTV1pxfaS/mypV1u6sLFS6Y8PCJCgoKC5MuRg0R/HFLv4Z0xQwapUK6MfGWVNahb09Tb9MdWmfvzlftum0KbTU6cPisnTp0jBbKBp8duPaZs9t+E4SCAAAIIIICADwgQ0PaBg0AXEEAAAQT8W4DeI4CA+wLZsmaVSeNGSb06NUyj/w4dkcnTZpn8oOGfSflqDaX9C6/JgkVLk31Lkl79BoneC1s31rBBbXm1YwfNukwatHas0Cuxa9xZ2bHonAcHB0vPbq84l2fPW+TMk0EAAQQQQAABBBBAAIH0EUjPgHb6jJi9IoAAAggggAACCKSrwA2FCsj4L4bJ3OkTTNC5VvWqzv6Eh4fLr8tXyQuv9pAOHV+XS5dir6R2Vkgk8+GQUfL9lBlmbbUqt8vIIQNEbzliClxM4v/gZL3a1V3UiC26tVRxKVQwv1nYvOUvM2eCAAIIIJBsARoggAACCCDgMQEC2h6jZEMIIIAAAggggICnBey9vbJlSknXV56X78Z8agaqV1T3frOLFL75RrO8ZNlK6TNgsMknNdFbl2jSOnqLka9HD5ZMmTLpYqLpxhsKOtdpgN254CJzQ6HYusdPnHKxliIEEEAAAQQQQAABBBDwpgABbW9qsy/vCbAnBBBAAAEEEPA7AQ1kP/Pkw7Jw1vdSqUJZ0/9pP82VM2fPmbyryYTvp4pena3rSha/RcZ/Odz8wKMuJ5VKlSjmXB0VHe3Mu8pEx60PDQlxtZoyBBBAAAEEEEhPAfaNAAIBJ0BAO+AOOQNGAAEEEEAAAQR8WyBTxozy9ONtTScjI6Nk9559Jp9wMn3mPHmnf+wV3EUK3yTffjNC8uTOlbCay+VqVe9wlh848I8z7yqzP26949Yjrur4Yxl9RgABBBBAAAEEEEDAHwW8EtD+cuxk0fTb+s3+aESfEUAAgfgC5BFAAAEEvCAQGhrq3Eto6LVXRs9fuETeeLu/+eHIGwoVMMHsggVi73XtbJhE5p6760pY3D4W/LI00Zqr126Qk6dOm/V3Vqlk5kwQQAABBBBAAAEEAkKAQfqogFcC2pu3bBdN2bNl9VEGuoUAAggggAACCCDgDQH94cajx44nuSu9xcfkaTNNnQxhYVKsaBGTd0yWrVgjr3Z7R6KioiRf3twy8esRUvim2Ptui5v/cufKKe1atzC1123YLFN+nG3y8Sfnz1+Qfu8PcxY91u5BZ54MAggkJcA6BBBAAAEEEEAg7QS8EtDOljWLGQEBbcPABAEEEEAAAdcClCIQAAIzZi+Quvc+KK/37CcLFy+TI0ePiwawdehnz52XRUuWS9snX5TlK3/TImnV4j7JGvdaUgs2bNoiL7zaQ8IjIswV1r17dJHIyEjZvmNXoun0mbPa9Jr0Wqfn5KYbCpnyN995X3r1+0hWrl4nf/y5TabOmCMt23WQrdv+Nusff/hBqVj+NpNnggACCCCAAAIIIIAAAukn4JWAdv58ecwIE3szYVamYkJTBBBAAAEEEEAAAf8QyJ8vr1y6dFmmzZgrz3XqLtXqN5USFWqbzvd7f6g8+/IboldMa0Hl2ytI7ze7aNaZli5fJRcvXjLLEVYgu3P3PtK45WNJpp8TuaVI3jy5ZdwXQ6Vo4ZvN1d4TJ02XRzt0kuZt2ku3nu/Jzt17zX7aPthc+rzV1eSZIIAAAgikrwB7RwABBBBAwCsB7UoV9WqWGPl981+II4AAAggggAACCHhfwGf2+Ong/jJj0tfS6YX2UqNaZdEAt+Ne1sHBwaK3AqlZvYoM7Pum/DB+tGTLmra3rCtZopjM+3GC9Oz2itxesZzkyplD9DYnel/uZk0ayXdjRspH/d+WsLAr9/T2GUw6ggACCCCAAAIIIIBAAAp4JaBdr9adUiB/PlmzbpNs3rItAJkZsv8K0HMEEEAAAQQQ8LSABo67dX5RJo0dJWuXzZG/Ny03u/jwvZ6yceUC+d4KIj/a9gGJ/8OQpoI10duE7N26WpKT2rRqZrVM/C9LlszyfIfHTKD991U/m/6sWjxTNPheywquJ96SNQgggAACCCBgHwFGggAC/iLglYC2XtHy8vOPy403FJCvxv0g47+fIdv/3i3nzl+QmJgYf7GinwgggAACCCCAAAIIIJBQgGUEEEAAAQQQQAABBLwo4JWA9ivd+kmfAcPln38PmwD22vWb5dMvJspbfT6WV994T3R9YunVN/p5kYNdIYAAAt4TYE8IIIAAAggggAACCCCAAAIIIGB/AUboWQGvBLRF9CpsR9IBOPLXn3MBt3qREEAAAQQQQAABBBBAAIGAE2DACCCAAAIIIIDANQJeCWhXq3q7pDxVuqbTFCCAAAIIIIBAUgKsQ8D/BPSe2Ne717X/jYoeI4AAAggggAACCCCAgKcFvBLQfuLhlpKa5OlBJ7o9ViCAAAIIIIAAAggggAACCCCAgP0FGCECCCCAgN8KeCWg7bc6dBwBBBBAAAEEEEDgKgEWEEAAAQQQQAABBBBAAIH0FCCgnZ767DuQBBgrAggggAACCCCAAAIIIIAAAgjYX4ARIoBAGgsQ0E5jYDaPAAIIpLfALWVryJQfZ6d3N9g/AggggAAC1xFgNQIIIICACvD6XRVICCCAQOICXglonzh5WlKTEu8+axBAAAEExIMEZ86ekxmz5ku3nu/Jfa0elwrVGkrJirWlcu375OH2L8mXY76V02fOpniPEyZNE32B7kgE2lNMSUMEEEAAAQQQQAABBITX7zwIEAgwAYZrBLwS0O4zYJj0GTA8RanvwOGmo0wQQAABBNJWYMmylVK17v3SpUdfmTpjjmzbvlPOnjsvkZFR1oeSp2T1bxtkwKAR0qjZw7Jyzfpkd+bwkaPy0ZBRyW5HAwQQQAABBBBAILUCtEfAjgK8frfjUWVMCCDgjoBXAtqxHYmxZslPMdrEaskfAggggEDyBM6fvyD79h80jY6fOGmu3jALiUxOnTot4eHhEhwcLPXq1JDeb3aR78aMlNlTx8lXIwdJsyaNTMujx47LMy+9Ln/+9bdZdnfyTv+PTYA8X97c7jahXvoL0AMEEEAAAQQQQAABLwnw+t1L0OwGAQT8XsArAe0m99SX66WG9WtJ2TKlJCQkxEINkuK3FIlrU89a9rc/+osAAgikn8BPsxdI8zbtpUL1RlL/vtamIx8MHikVreXbqjSQR55+WUZ+PlZiEnxiGBoWKo+2bSXLf54u478YJs88+bDUql5FypctLY3uqiufDu4vfXt2Ndu7ePGS9P/I/W/Q/PzLMlmwaKnkzZNbXnzmCbMNJggggAACCCCAAAII+L9A6kfA6/fUG7IFBBAILAGvBLTvb9xArpceaH6PdHz2UStY0llKlSgqe/YdlDy5c5l2gXVIGC0CCCCQcoG+A4dI5+595I8/t0l0dLQEBQVdtTENRK9as14GDf9MoqKirlrXvMk9MrBvD7npxkJXlcdfaP94W6lY/jZTtGbtRnMrErOQxOTc+fPSZ8DHpkbPN16RnDlzmDwTBBAIcAGGjwACCCCAAALC63ceBAgggEDyBbwS0E5Ot3LlxPi1CQAAEABJREFUzC4vWoHtvHlyyeRpc+S/Q0eS05y6CNhegAEikJjA6rUbZOzEH8zqGwsVlKEf9JGNK+ab5Q/f6ynrls+ViV99Ik8/0U5ypSKoXOPOymabGjA/cPBfk09q8tHQ0ea5vEa1yvJQy/uTqso6BBBAAAEEEEAAAQQCRoDX7wFzqFM8UBoigIBrAZ8LaGs3M4SFSYO61SUyKlKWLFutRSQEEEAAgesIzJyz0NTQ59CJ34yQVi2aSK5cOU2Z3hc7X948UqdWNenz1muyYtEMCQ0NNeuSO9H7bDvahIQkfRrZsGmLTJw0XbRP/d/p7mjGHAEEEEAAgbQUYNsIIICAXwjw+t0vDhOdRAABHxRIOhKRjh0uWvhGs/ftO/aYORMEEEAAgaQFDvwTe7V0yRLFzO8QJFU7a9YsLla7V7R63UZTMcwKiBctUtjkXU0iIiKlZ5/3za1Pnu/wmJQsfourapQhgAACCCCAAAIIIBCQArx+D8jDzqAR8BEB/+6Gzwa0g4Nju3bmzDn/Fqb3CCCAgJcEMmXMaPZ04uTJa37w0azwwGTx0hWybftOs6V6dapL9mxZTd7V5ItvJsq2v3dJkcI3SacXn3ZVhTIEEEAAAQQQQMC/BOgtAh4U4PW7BzHZFAIIBJRAbNTYB4esPwqp3cqQIUxnJAQQQACB6whUq1LJ1Dh0+Kjofav1CmlT4KHJqVOnpfd7g8zWQkJC5LVOz5u8q8nefQfkk8/GmFX9enUTx4t1U8AkIAUYdOoEpi7bLt/+8icJA489Bmauiv1wMnWPTFojgAACCKRGgNfvqdGjLQIIBLKATwa0Dx85JgsWLbeOS5DcfFMhax6wfwwcAQQQcFvgkbYPSNHCN5v6o78aL/UaPyg9eg8wy0es59Xw8AiTT8kkKipKOnfvI//8e8g07/RCeylftrTJu5r07PuhXL58WZo2bigN6tZ0VYUyBBBIhsDliEi5FB5FwsBjj4Fw6zGVjIcgVRFAAAEE0kAgwet3Xr+ngTGbRAABewp4JaC9Zt0muV5a/dvv8svSVTJmwjT5YMjncvZc7K1GateoYk95RoUAAgh4WCBb1qwyadwoqVenhtnyf4eOyORps0x+0PDPpHy1htL+hdesDwyXJvuWJL36DZKl/1ttttWwQW15tWMHk3c1mfLjbFm5Zp25Hck7b3VxVYUyBBBAwIMCbAoBBBBAAAH/FOD1u38eN3qNAALpL+CVgPbESTNk4qSfkkzf/jBTZsxaKBs2/SmRkZFGpsadt0vl28uZPBMEEPCwAJuzpcANhQrI+C+GydzpE0zQuVb1qs5xhoeHy6/LV8kLr/aQDh1fl0uXLjnXJZX5cMgo+X7KDFOlWpXbZeSQAaK3HDEFCSbHT5yUgYNGmNKurzwvBQvkN3kmCCCAAAIIIIAAAgggcK0Ar9+vNaEkDQTYJAI2E/BKQDvWLMaauZNECt98ozz5SCt5rF0Lqw1/CCCAAALJFShbppRoQPm7MZ+apnpFde83u5jnVy1Ysmyl9BkwWLNJJr11iSatpLcY+Xr0YMmUKZMuukyTps6Uk6dOS44c2SV3rpwyc+7Ca9Lvm/90ttW8o86x4yec5WQQQAABBBDwBQH6gAACCHhLgNfv3pJmPwggYAcBrwS0X+34lFwvdXnpaenR9QX5qH8P6d7lObmzSkU7+DIGBBBAwCcE9IPCZ558WBbO+l4qVShr+jTtp7ly5uw5k3c1mfD9VNGrs3VdyeK3yPgvh5vbiOhyYkmvAhcROXPmrHTp0Vde7db7mvTt5B+dzTXvqLNj1x5nORkEEEAAAQQQQAABBAJZgNfvgXz0GTsCfiWQLp31SkC7VIlb5HqpRPEicvONhSRzpozpAsFOEUAAgUAQyJQxozz9eFsz1MjIKNm9Z5/JJ5xMnzlP3ukfewV3kcI3ybffjJA8uXMlrMYyAggggAACCCCAQIoEaISAewK8fnfPiVoIIBBYAl4JaAcWKaNFAAEEfFsgNDTU2cHQ0BBn3pGZv3CJvPF2f/PDkXpPPw1mu3sv7Nc6PSd7t65OMg0a0MuxK9G8o37NalWc5WQQSFSAFQgggAACCCCAQIAJ8Po9wA44w0UAgesKENC+LpE9KjAKBBCwv4D+cOPRY8eTHGh0dLRMnjbT1MkQFibFihYxecdk2Yo18mq3dyQqKkry5c0tE78eIYVvulH4hwACCCCAAAIIIIAAAp4VSKvX77x+9+xxYmsIIOB7AukS0D53/oL8vvkvmTN/ifwwfa5Jmtey8xcu+p4SPUIAAQT8QGDG7AVS994H5fWe/WTh4mVy5Ohx0QC2dv3sufOyaMlyafvki7J85W9aJK1a3CdZs2YxeZ1s2LRFXni1h4RHREhYaKj07tFFIiMjZfuOXYmm02fOalMSAgggYAcBxoAAAggggIBXBXj97lVudoYAAjYS8GpA++LFS/L9lFnSu99Q+Xr8FJm/aLkVWFlnkua1rFe/ITJp6my5eOmyjZgZCgJ2FmBsviKQP19euWQ9d06bMVee69RdqtVvKiUq1Dbd6/f+UHn25Tdk3YbNZrny7RWk95tdTN4xWbp8lejztC5HWIHszt37SOOWjyWZfv5lqVYnIYAAAggggAACCCCAQDIFeP2eTDCq+4AAXUDANwS8FtA+cfK0fDDkc1m5ZqNERkVao49xmfRqwBWrN8iHVt2Tp85YdfhDAAEEEHBH4NPB/WXGpK+l0wvtpUa1yqIvkPVKa20bHBwsuXPllJrVq8jAvm/KD+NHS7asWXUVCQEEEEAAAQTSWoDtI4AAAi4EeP3uAoUiBBBAwA0BrwS0o6Nj5POvv5cTJ09ZXYqRPLlzyf33NpCXn39CenbraFInK39/4wZmnUiMHD9x0rTRtlYj/hBAAAEE3BC4vWI56db5RZk0dpSsXTZH/t603LT68L2esnHlAvl+zEh5tO0DEv+HZUwFa+LODzo6fsDRMW/TqpnVMnl/2sbd9snbMrURQAABBBBAAAEEEPAvAV6/+9fxorcIIJB2AsnZslcC2r+t3yT/Hjps9StIalavLL16vCxN7q0vZW4tLjcUKmBSaSvf5J760rtHJ6lVo4pVV+Sf/w7L2rivx5sCJggggAACCCCAAAIIIIAAAggg4BBgjgACCCCAQMAJeCWgrT/2qLIliheRR9s0Nz82psuuUmhoiDzSupmUKF7UWh0jGzdtteb8IYAAAggggAACnhRgWwgggAACCCCAAAIIIIAAAv4o4JWA9oGD/1k2QVKv1p3W3L2/erVj68a2da8NtbwgwC4QQAABBBBAAAEEEEAAAQQQQMD+AowQAQQQ8FEBrwS0z1+4YIafP18eM3dnkj9vbF1HW3faUAcBBBBA4FoBvV+13rf62jWUIIAAAgikhQDbRAABBBBAIDUCvH5PjR5tEUAgEAS8EtDOkCGDsbxw8ZKZuzNx1HW0dacNdRBAwK8F6DwCCCCAAAIIIIAAAggggAACCNhfgBEikCoBrwS08+bJZTq5Zet2M3dn4qjraOtOG+oggAACCCCAAAIIIIAAAvYVYGQIIIAAAggggAACXglo31a6hCUdI8tXrpOdu/ZZ+aT/tI7WFQmS2LbCPwRsKXBL2Roy5cfZthwbg0LApwToDAIIIIAAAggggAACCCCAAAII2EIgyYC2p0ZYv041CQsLk6ioaBn5xUSZPX+JnDp95prNa9mseYtNnaioKKtNqGjbaypSgEAACpw5e05mzJov3Xq+J/e1elwqVGsoJSvWlsq175OH278kX475Vk6fOXtdmR0798jnX0+UDh1fl9qNHpBbb68nZSrXlzr3tJJOr/eSJUtXXncbVEAAAQQQQAABBBBAAAF7CTAaBBBAAAEE/EXAKwHtnDmyS7uHmlomMRJpBaoXLFouvd8bJr37D5NBw78ySfNa9vMv/7PqRFp1RR5u3Uy0rVlggkAACyxZtlKq1r1fuvToK1NnzJFt23fK2XPnJTIySk6cPCWrf9sgAwaNkEbNHpaVa9YnKtX1rX5yT4tH5P3Bn8ripSvkn38PSXh4uFy6dFkO/vOfzJ63SJ7u2FWefL6LW8HxRHfECgQQQCBwBBgpAggggAACCCCAAAIIIICAFwW8EtDW8VSvWkmefry1ZM6U0VqMMenUqdOy/8C/JmleJLY8c6ZM0uGJNlKtSkWrHn/2FAjsUZ0/f0H27T9oEI6fOCl69bVZSGSi/z808BwcHCz16tSQ3m92ke/GjJTZU8fJVyMHSbMmjUzLo8eOyzMvvS5//vW3WU44OXz4iCnKlTOHPNLmARk+qJ9M++5L+WnyNzKw75tSvFhRs37Z/1bLsy91k+joaLPMBAEEEEAAAQQQQAABBBBAAIGUCdAKAQQQ8KyA1wLa2u3Kt5eTd3t1kQdbNJayZUpJzhw5JDQ0xCTNa9lDLe+TfladOyqV1SYkBGwl8NPsBdK8TXupUL2R1L+vtRnbB4NHSkVr+bYqDeSRp1+WkZ+PlZgY/XDHrDaT0LBQebRtK1n+83QZ/8UweebJh6VW9SpSvmxpaXRXXfl0cH/p27OrqXvx4iXp/9Fwk084uaFQQRO4XrN0trz/7pvSsum9UuX2ClKpQllr+w/IHCtAfmflSqbZ2g2b5MdZ802eCQIIIIAAAgikgwC7RAABBBBAAAEEEEAAgWsEvBrQ1r3rFdp31ashHZ99VPq/85oM/eBtkzSvZQ3qVpdM5ipurU1CwD4CfQcOkc7d+8gff24zVz4HBQVdNTgNRK9as14GDf9M9B7y8Vc2b3KPFYjuITfdWCh+8VX59o+3lYrlbzNla9ZuNLciMQvxJh8P7G0C1xkzZIhXeiWbOXMm6d+nu7Ng3s+LnXl/ytBXBBBAAAEEEEAAAQQQQAABBBCwvwAjDEwBrwe0A5OZUQe6wOq1G2TsxB8Mw42FClof4vSRjSvmm+UP3+sp65bPlYlffSJPP9FO9HYgZkUKJjXurGxa6a1CDhz81+STOyldqoTkyZ3LNNu3/x8zZ4IAAggggAACCCBgKwEGgwACCCCAAAII+K0AAW2/PXR03J8EZs5ZaLqbISxMJn4zQlq1aCK5cuU0ZXpf7Hx580idWtWkz1uvyYpFMyQ0NNSsS+5E77PtaBMSkvL/3hEREWYzqdmG2QATBGwnwIAQQAABBBBAAAEEEEAAAQQQQCA9BVIe8UpOr6mLQIALHPgn9mrpkiWKSfFbiiSpkTVrliTXJ7Vy9bqNZnWYFRAvWqSwySd3smXrdjl77rxpVqL4LWbOBAEEEEAAAQQQQAABBBBwS4BKCCCAAAIIpLGAVwPaFy9dlmUr1srX46fIh0O/kHffHyF9BgxPMvUd+EkaE7B5BNJeIFPGjGYnJ06evOYHH80KD0wWL10h27bvNFuqV6e6ZM+W1eSTOxn1xThnk2b3NXTmySCAAAIIpK0AW0cAAQQQQAABBBBAAAEEELi+gNcC2n9t3yX9rAD2lB/nyWoEjTUAABAASURBVO+b/5KD//wnx46fMD9cd+LkqUTnx0+cuv4oqBHIAn4x9mpVKpl+Hjp8VD4aOloiIiLNsqcmp06dlt7vDTKbCwkJkdc6PW/yyZ3M+3mxzLWStqtQrozcd89dmiUhgAACCCCAAAIIIIAAAgggkN4C7B8BBBAwAl4JaB86fEy+GDNJzp2/YO00RkKCg6VQwfxSolhRKVn8luukolYb/hDwb4FH2j4gRQvfbAYx+qvxUq/xg9Kj9wCzfOTIMQkPj71ntSlI5iQqKko6d+8j//x7yLTs9EJ7KV+2tMknZ7Jz1x554+3+pkmmTBnND1cGBQWZZTtPGjzaWyo27ULCwGOPAX1M2fn/DGNDAAF/FKDPCCCAgH0Epi7bLt/+8icJA489Bmauiv2ms33+lzASBOwv4JWA9sIlKyQyMvaK1Hsb1pWB73aTt994Sbq83F46v/TUdZP9DwMjtLtAtqxZZdK4UVKvTg0z1P8OHZHJ02aZ/KDhn0n5ag2l/QuvyYJFS5N9S5Je/QbJ0v+tNttq2KC2vNqxg8knZ3L4yFFp/2JX86FTUFCQfNS/l+j9vpOzDX+te+L0WTlx6pzrRDkuKXkMWI8pf/3/QL8RQAABBBBAAAFfF7gcESmXwqNIGHjsMRBuPaZ8/XFP/7wgwC78SsArAe2/d+6xUIKkdo3K0rzJ3ZIlcyZrmT8EAkvghkIFZPwXw2Tu9Akm6FyrelUnQHh4uPy6fJW88GoP6dDxdbl06ZJzXVKZD4eMku+nzDBVqlW5XUYOGSB6yxFT4OZEb1fyxLOdzW2AtMm7b78uLe6/R7MkBBBAAAEEEEAAAQSSFGAlAggggAACCCDgbQGvBLTPnj1nxlX59vJmzgSBQBYoW6aUdH3lefluzKeGQa+o7v1mFyl8841mecmyldJnwGCTT2qity7RpHX0FiNfjx4smTIl78Oic+fPy1MvvCZ/79ytm5HXX31enny0tckzQQCBNBVg4wgggAACCCCAAAIIIIAAAgggkAIBrwS0M8ddkZ36K7NTMEKaIODjAhrIfubJh2XhrO+lUoWyprfTfporZ+I+CDIFCSYTvp8qenW2FpcsfouM/3K4ZM+WVRfdTnoV+DMvdZNNf2w1bV7o8Ji88mLyb1diGjNBAAEEEEAAAQQQQAABBDwqwMYQQAABBBBwLeCVgPaNhQqavR8/cdLMmSCAwLUCmTJmlKcfb2tWREZGye49+0w+4WT6zHnyTv/YK7iLFL5Jvv1mhOTJnSthtSSXIyIi5cXOb8matRtNvcfatZK3ur1i8kwQQAABBPxcgO4jgAACCCCAAAIIIIAAAjYW8EpAu2a12y3CGFm3cYs15w8B3xTwhV6FhoY6uxEaGuLMOzLzFy6RN97uLzExMaL35NZgdsEC+R2r3ZpHRUVJ5zfeMffs1gYPtmgi/d/prlkSAggggAACCCCAAAIIIIAAArYXYIAIIODfAl4JaFetXEHK3Xar/L75L1mxer1/i9F7BFIgoD/cePTY8SRbRkdHy+RpM02dDGFhUqxoEZN3TJatWCOvdntHNCCdL29umfj1CCl8U+x9t8XNfxoIf/Od92Xuz4tNiyb33iWDBvSSoKAgs8wEAQQQQAABBBBIQoBVCCCAAAIIIIAAAgiku4BHA9onTp6WxFKr5vdIiWJFZNLUOfLFN5NMcPvQ4aOJ1o+/nXRXogMIpFJgxuwFUvfeB+X1nv1k4eJlcuTocdEAtm727LnzsmjJcmn75IuyfOVvWiStWtwnWbNmMXmdbNi0RV54tYeER0RIWGio9O7RRSIjI2X7jl2JptNnzmrTq9KAjz6RKT/ONmWlS5WQl59/Snbu3pvoNnT7pjKTVArQHAEEEEAAAQQQQAABBBBAAAEE7C/ACL0h4NGAdp8Bw6TPgOEuU/+PRsmuPfutMcXIH1v/lq/HT5EBg0a7rBt/G30HDrfa8IeAfwvkz5dXLl26LNNmzJXnOnWXavWbSokKtc2g+r0/VJ59+Q1Zt2GzWa58ewXp/WYXk3dMli5fJRcvXjKLEVYgu3P3PtK45WNJpp9/WWrqx5/MW7jEuajB6mat2ye5Dd2HswEZBBBAAAEEEEAAAQTSSoDtIoAAAggggAACbgp4NKAdu88Ya5ZUslZLUuuvXheji9qEhIAfC3w6uL/MmPS1dHqhvdSoVlk0wK1XWuuQgoODJXeunFKzehUZ2PdN+WH8aMmWNauuIiGAAALXFaACAggggAACCCCAAAIIIIAAAoEk4NGAdpN76ovnU720OB5sEwGvC9xesZx06/yiTBo7StYumyN/b1pu+vDhez1l48oF8v2YkfJo2wck/g9DmgrW5LVOz8nerauTldq0ama1vPpvxaIZydqG7vPqLbCEAAIIIIAAAggggAACCPiVAJ1FAAEEELCZgEcD2vc3biBpkWxmznAQQAABBBBAAAE/EKCLCCCAAAIIIIAAAggggIDvCXg0oO17w6NHCKSDALtEAAEEEEAAAQQQQAABBBBAAAH7CzBCBBBIFwEC2unCzk4RQAABBBBAAAEEEAhcAUaOAAIIIIAAAggggEBKBQhop1SOdgh4QEDvUe3qXtce2DSbsKcAo0IAAQQQQAABBBBAAAEEEEAAAfsLMMIkBAhoJ4HDKgQQQAABBBBAAAEEEEAAAX8SoK8IIIAAAgggYHcBAtp2P8KMDwEEEEAAAXcEqIMAAggggAACCCCAAAIIIICAHwgQ0E7lQaI5AggggAACCCCAAAIIIIAAAgjYX4ARIoAAAgj4hgABbd84DvQCAQQQQAABBBCwqwDjQgABBBBAAAEEEEAAAQQ8JkBA22OUbAgBTwuwPQQQQAABBBBAAAEEEEAAAQQQsL8AI0QAgeQIENBOjhZ1EUAAAQQQQAABBBBAwHcE6AkCCCCAAAIIIIBAwAkQ0A64Q86AEUAAAREMEEAAAQQQQAABBBBAAAEEEEDA/gJ2HKFXAtrTflogmjZv2WZHQ8aEAAIIIIAAAggggAACCCBgLwFGgwACCCCAAAI+KuCVgPavy1fLr8vXSFCwV3bno9R0CwEEEEAAgUAQYIwIIIAAAggggAACCCCAAAIIpJ2AVyLMWTJnNiPInTOHmTNxIUARAggggAACCCCAAAIIIIAAAgjYX4ARIoAAAgikSsArAe08eXKZTp47f8HMmSCAAAIIIIAAAgggkFwB6iOAAAIIIIAAAggggAACXgloVyxX2pKOka3bdlhz/hBAwMsC7A4BBBBAAAEEEEAAAQQQQAABBOwvwAgRCAgBrwS069epJjmyZ5flK9fJ3v3/BAQsg0QAAQQQQAABBBBAAAF/EaCfCCCAAAIIIIAAAv4i4JWAdpYsmeXFZx6RbNmyyiejx8mc+Uvk6LET/mJEPxFAAAEEEhOgHAEEEEAAAQQQQAABBBBAAAEE7C/gQyP0SkC7z4Dh8tW4HyQiIsKk+YuWS78PPpVuPd+X3v2Hia5PLPUd+IkPcdEVbwpMXbZdvv3lTxIGHnsMzFy105sPYfaFAAIIIIAAAggggIBAgAACCCCAAAKeFfBKQPvEyVNy4uRpOe/8UcgYaxQxcjk8XE6dOm2t0/Wu0/ETp6y6/AWiwOWISLkUHkXCwGOPgXDrMRWI/5cYMwJ+KkC3EUAAAQQQQAABBBBAAAEEELhGwCsB7RLFi0pJk26x5slNRa/pNAVJCbAOAQQQQAABBBBAAAEEEEAAAQTsL8AIEUAAgcAU8EpAu8tL7aXzS0+lOAXmoWHUCCCAAAIIIIAAAmkiwEYRQAABBBBAAAEEEEDAbwW8EtD2Wx06jgACVwmwgAACCCCAAAIIIIAAAggggAAC9hdghAj4sgABbV8+OvQNAQQQQAABBBBAAAEE/EmAviKAAAIIIIAAAgiksUC6BbRjYmLk3PkLcvLkaYmOjk7jYbJ5BBBAAAHfFqB3CCCAAAIIIIAAAggggAACCCBgf4HUj9DrAe11G/6Q4aPGSdc3B8pbfT6WPgOHy+Ejx68ayZ9/7ZDZ85fIL7+uvKqcBQQQQAABBBBAAAEEEEAAAQQCUoBBI4AAAggggIAR8FpA+9KlyzLqy29l3Hc/ys7d+yQyKtLqQIzExFizBH/ZsmaRBYuWyYzZi+TQ4aMJ1rKIAAIIIIAAAgi4L0BNBBBAAAEEEEAAAQQQQAAB+wh4LaA99tvp8tf2nZZcjBS++Qa5u35NK+/6r2iRm6RQwQJm5eYt282cidcF2CECCCCAAAIIIIAAAggggAACCNhfgBEigAACfiXglYD2H1v/lj//+tuCCZJWze+V7l2eM3OrING/iuVLW+tiZNee/dacPwQQQAABBBBAAAEEfE2A/iCAAAIIIIAAAggggIC3BbwS0P5t3SYzrgplb03yymxTKW5S5OYbTO7wkWNmzgQBBGwkwFAQQAABBBBAAAEEEEAAAQQQQMD+AowQgTQQ8EpAe+/+f6yuB0m1qpWsuXt/OXNkNxXPnjtv5kwQQAABBBBAAAEEEEAAgUARYJwIIIAAAggggAACrgW8EtA+dzY2KJ0vb27XvXBRGhoaakqjIqPMnAkCCCCAAAJuCFAFAQQQQAABBBBAAAEEEEAAAQRsLBAX0E7bEYaGhpgdXLh40czdmTiuzM6cOZM71amDAAIIIIAAAggggAACCCCAAALXFaACAggggAAC/i3glYB2zpyxtw85fvyU21qOH4NMzlXdbm+ciggggAACCCCAQHIFqI8AAggggAACCCCAAAIIIJDuAl4JaJcsXtQaaIysWR/745DWQpJ/ly5dlpWrN1h1gqRUyVusOX/+LEDfEUAAAQQQQAABBBBAAAEEEEDA/gKMEAEEEPCGgFcC2jWr3WHGsmv3ftmw6U+TT2xy+XK4fDNhqpw9d06CgoKkVvXKiVWlHAEEEEAAAQQQQAABOwgwBgQQQAABBBBAAAEEEHBTwCsB7aJFbpJqVSqJSIyMnThdfpg+Vxy3FLEK5djxE7Jj116Zt3CpvPfhSPlr+y6rOEjq16km3HLEouAPAQQSEaAYAQQQQAABBBBAAAEEEEAAAQTsL8AIEbgi4JWAtu7u4TbNpHSpEhITEy3LV66TYSPHWsVBVhL5Ysxk+WT0eJm7YKmcPnPGKouRcreVkgea3WPl0+Zv34F/Zd7PS+XTzydIr35DpEv3/tL1rYHy7vsjZMKkn0SvJk/Onv/8a4cZh2NbOtdxaXlytkNdBBBAAAEEEEAAAQQQQMBjAmwIAQQQQAABBBCwmYDXAtphoaHy0nOPSfMmDSVrlswWY4zLlClTJml2393y/NMPS0hI2nRv6MgxMmjYlzJnwa+y7e/dcur0WYmMipLw8Ag5euyErFn7u2id8d/PkMjIKKufif9FR8fIt5NnyuivvpPNW7Y5t6Xb1GUt/+6HmaL1Et8KaxBAAAEEfE2A/iCAAAIIIIAAAggggAACCCCAgO8JeDpinOQIg4OD5N6GdeS93q9Jx2eQgOCUAAAQAElEQVQfk/sbN5C6te6U2jWqSONG9eS59u2kv7WucaO6onWT3FgqVp62AtjaPGeO7NKgbnV55qk28kbnZ+X1V5+RB1vcK7lyZtfV8tu6TTJh0gyTT2wya94vsuq3jWb1zTcVkvaPP2S2pXNd1hUr12yU2fMXa5aEAAIIIIAAAggggAACCCCAgB0EGAMCCCCAAALpIuDVgLZjhGFhoVK2TElpck99afvg/fJw62bS7L67pGL5MpIxYwZJ638FC+STDk+0tgLrXaT1A/fJHRXLit7nu1jRm+Xu+jXlza4vSoH8eU031m/cIjt37TP5hJPDR4/LL7+uMsVFCt8oXV/pIFXvKG+2pfOunTqIlmuFRUtWmqu/NU9CAAEEEEAAgUAWYOwIIIAAAggggAACCCCAAAIpFUiXgHZKO+updh2ffVQq315OgoNdDz9btizSqsW9zt1t3LzVmY+f+XXZaomOjjZFbVo1kQxhYSbvmGTIECZarstab/HS2OC3LpNSIEATBBBAAAEEEEAAAQQQQAABBBCwvwAjRAABBJIQcB3RTaKBJ1fp/alPnzkrmjTvyW2ndlu3lrjFuYljx086845MTEyMbN6y3SzqFd96dbdZSDDR8oJxV3v/8ed20XYJqrCIAAIIIIAAAggggIBHBNgIAggggAACCCCAAAJ2F/B6QFt/dHHaT/Ol/0cjpetbA6RXv6EmaV7Lpv20QI4cPZ7u7vojkY5OBAUFObLO+fETp0wgXgtKliiqs0STY73+UKS2S7QiKxBAIL0E2C8CCCCAAAIIIIAAAggggAACCNhfgBHaQMCrAe15Py+VAR+Nkl+X/yaHjxyPu1o5xmKMMXkt+3X5Ghk4aLTMW7jUKk+/v5279jp3XqhgPmfekfnv8FFHVgoVuHa9c6WV0Su4rZn5O3zkmJkzQQABBBBAAAEEEEAAAQT8R4CeIoAAAggggAACviHgtYD21BnzZK4V0I6KjrJGHiOZMmWUUiVukcq3lzdJ81omEiNaZ+6CpaJtrMpe/4uOjpGfF69w7rdypXLOvCNz6tQZR1Zy5czhzLvK5M6V01l88tRpZ96dzK79RyQQ0p6DVz4gcMeFOggggIDfCFgd1ee4QHguZ4yeOWfr48V62PCHAAII2FJAn+M4X3jmfBEIjvp4seV/BAaFAAIIWAL6HBcIz+U6Rmu4Hv3zSkB729+7Zen/fjMdz549mzz56IPywbvd5NWOT8nTjz9kkuY/ePcNefKRVqJ1NLC99H9rZfuOPaadNydLlq2Sffv/MbusVOE2KVL4RpOPP7l8+bJzMWPGDM68q0yGDGHO4suXw515dzKRUdESCCnKGqc7HtRBAAEE/FFAn+MC4bmcMXrmnK2PF398nNNnBBBAwB0BfY7jfOGZ84WdHBMbiz5e3HlcUQcBBBDwRwF9jkvs+c9u5Z4+Pl4JaC9bsdb0O2uWzNLtlWfkzsoVJCQkxJTFn4SEBMudVSrK61adLJkzm1VL4wLhZsELkx279spPc34xe8qeLas8/FBTk084iYiMdBaFuBiLc6WVCQ0NtaaxfxERV9rFliQ9DbVMAiGFWONMWoK1CCCAgP8K6HNcIDyXM8Zg8YSBPl7EvX/UQgABBPxOQJ/jPPFcyTaCPXLO8XVHfbwI/xBAAAGbCuhznK8/D3uqf54+hF4JaO/dd9Dqd5A0bFBL8uTJZeWT/str1Wl0Vy2rUozEtrWyXvj779AR+XLMZImOjpYwKwj9zJNtJHv2rC73rOsdK6Ki9DYqjqVr55Hxgt9hYVeC29fWvLakRJECEgip2M35rx18mpWwYQQQQMC7AvocFwjP5YzRM+dsfbx49xHK3hBAAAHvCehzHOcLz5wvAsFRHy/ee3SyJ3sKMCoEfFdAn+MC4blcx+jpo+CVgPaFixdNv0uWKGrm7kxKlrjFVLt48ZKZp/Xk2PGT8unnE+WCtb/g4CB5+omHJKn+ZsyY0dml691GJDw8wlk343VuT+KsSAYBBBBAAAEEEEAAgfQSYL8IIIAAAggggAACCPiogFcC2rH3xBYJDgpym8FRN1siV0i7vSE3Kp46fdYKZk+Q02fOinbxsXYtpWL5Mkm2zJXryg9Bnjp95QciXTWK/0OQueP9QKSrupQhgIB/C9B7BBBAAAEEEEAAAQQQQAABBBCwvwAjTD8BrwS0ixW52Yxw/8F/zdydyd64H2UsVjS2rTttUlLn3LkLJpitV2hr+9YPNJHqVStpNsl0Q8Ert8g4dORYknUPx1tfsEC+JOuyEgEEEEAAAQQQQAABBBCwsQBDQwABBBBAAAEEUiXglYB2vdp3mk4uXLzC3NLDLCQxuXDhoiz6daUEBQVJ/drVkqiZulV6O5ORX06UQ4ePmg21bNpQ6tdxb396n++cObKbdjt37TPzxCY7d+83q3LlzC7aziwwQQABBBBAIFkCVEYAAQQQQAABBBBAAAEEEEAAAa8EtPVe1M2a3CV6642hn46RpH7occ++gzJ05Bg5deqMtLi/oZQoXiR1RymR1npf69FffScHDv5najRuVFfuubuOybszCQoKkorlS5uqegW29tssJJhoua7X4grlSpsgveZJCCCAAAIIIIAAAggggAACCCDgQQE2hQACCCAQEAJeCWjP+3mpREdFS5HCN8mhw0dk8IhvZMCgUfLt5Jkyc+4vJmley4ZY6w4dPiZFC98oERGRom0TSyk9QpGRUfLFmMmye+8Bs4kGdatL8yZ3m3xyJg3q1RD9AUltM+XHeRIec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gKM0GcECGj7zKGgIwgggAACCCCAAAIIIICA/QQYEQIIIIAAAggg4EkBAtqe1GRbCCCAAAIIeE6ALSGAAAIIIIAAAggggAACCCCAQAIBGwa0E4yQRQQQQAABBBBAAAEEEEAAAQQQsKEAQ0IAAQQQCEQBAtqBeNQZMwIIIIAAAggEtgCjRwABBBBAAAEEEEAAAQT8VICAtp8eOLqdPgLsFQEEEEAAAQQQQAABBBBAAAEE7C/ACBFAwHcFCGj77rGhZwgggAACCCCAAAII+JsA/UUAAQQQQAABBBBAIE0FCGinKS8bRwABBNwVoB4CCCCAAAIIIIAAAggggAACCNhfgBGmVoCAdmoFaY8AAggggAACCCCAAAIIIJD2AuwBAQQQQAABBBCwBAhoWwj8IYAAAgggYGcBxoYAAggggAACCCCAAAIIIICAXQQIaCd+JFmDAAIIIIAAAggggAACCCCAAAL2F2CECCCAAAJ+JEBA248OFl1FAAEEEEAAAQR8S4DeIIAAAggggAACCCCAAALeFSCg7V1v9oZArABTBBBAAAEEEEAAAQQQQAABBBCwvwAjRAABjwsQ0PY4KRtEAAEEEEAAAQQQQACB1ArQHgEEEEAAAQQQQAABVwIEtF2pUIYAAgj4rwA9RwABBBBAAAEEEEAAAQQQQAAB+wsE7AgJaAfsoWfgCCCAAAIIIIAAAggggEAgCjBmBBBAAAEEEPBnAQLa/nz06DsCCCCAAALeFGBfCCCAAAIIIIAAAggggAACCKSzAAFtLxwAdoEAAggggAACCCCAAAIIIIAAAvYXYIQIIIAAAmkvQEA77Y3ZAwIIIIAAAggggEDSAqxFAAEEEEAAAQQQQAABBNwSIKDtFhOVEPBVAfqFAAIIIIAAAggggAACCCCAAAL2F2CECCDgECCg7ZBgjgACCCCAAAIIIIAAAvYTYEQIIIAAAggggAACthIgoG2rw8lgEEAAAc8JsCUEEEAAAQQQQAABBBBAAAEEELC/gL+NkIC2vx0x+osAAggggAACCCCAAAIIIOALAvQBAQQQQAABBNJBgIB2OqCzSwQQQAABBAJbgNEjgAACCCCAAAIIIIAAAgggkDIBAtopc0ufVuwVAQQQQAABBBBAAAEEEEAAAQTsL8AIEUAAAQQSFSCgnSgNKxBAAAEEEEAAAQT8TYD+IoAAAggggAACCCCAgL0FCGjb+/gyOgTcFaAeAggggAACCCCAAAIIIIAAAgjYX4ARIuD3AgS0/f4QMgAEEEAAAQQQQAABBBBIewH2gAACCCCAAAIIIOALAgS0feEo0AcEEEDAzgKMDQEEEEAAAQQQQAABBBBAAAEE7C/gpRES0PYSNLtBAAEEEEAAAQQQQAABBBBAwJUAZQgggAACCCDgvgABbfetqIkAAggggAACviVAbxBAAAEEEEAAAQQQQAABBAJMgIB2gB3w2OEyRQABBBBAAAEEEEAAAQQQQAAB+wswQgQQQMB+AgS07XdMGRECCCCAAAIIIIBAagVojwACCCCAAAIIIIAAAj4pQEDbJw8LnULAfwXoOQIIIIAAAggggAACCCCAAAII2F+AESKQXgIEtNNLnv0igAACCCCAAAIIIIBAIAowZgQQQAABBBBAAIFUCBDQTgUeTRFAAAEEvCnAvhBAAAEEEEAAAQQQQAABBBBAwP4CSY+QgHbSPqxFAAEEEEAAAQQQQAABBBBAwD8E6CUCCCCAAAIBIEBAOwAOMkNEAAEEEEAAgaQFWIsAAggggAACCCCAAAIIIOAfAgS0/eM4+Wov6RcCCCCAAAIIIIAAAggggAACCNhfgBEigAACPiNAQNtnDgUdQQABBBBAAAEEELCfACNCAAEEEEAAAQQQQAABTwoQ0PakJttCAAHPCbAlBBBAAAEEEEAAAQQQQAABBBCwvwAjRCCZAgS0kwlGdQQQQAABBBBAAAEEEEDAFwToAwIIIIAAAgggEIgCBLQD8agzZgQQQCCwBRg9AggggAACCCCAAAIIIIAAAgj4qUAyAtp+OkK6jQACCCCAAAIIIIAAAggggAACyRCgKgIIIIAAAr4rQEDbd48NPUMAAQQQQAABfxOgvwgggAACCCCAAAIIIIAAAmkqQEA7TXnZuLsC1EMAAQQQQAABBBBAAAEEEEAAAfsLMEIEEEAgtQIEtFMrSHsEEEAAAQQQQAABBNJegD0ggAACCCCAAAIIIICAJUBA20LgDwEE7CzA2BBAAAEEEEAAAQQQQAABBBBAwP4CjDBQBAhoB8qRZpwIIIAAAggggAACCCCAgCsByhBAAAEEEEAAAT8SIKDtRweLriKAAAII+JYAvUEAAQQQQAABBBBAAAEEEEAAAe8KpEdA27sjZG8IIIAAAggggAACCCCAAAIIIJAeAuwTAQQQQAABjwsQ0PY4KRtEAAEEEEAAAQRSK0B7BBBAAAEEEEAAAQQQQAABVwIEtF2pUOa/AvQcAQQQQAABBBBAAAEEEEAAAQTsL8AIEUAgYAUIaAfsoWfgCCCAAAIIIIAAAoEowJgRQAABBBBAAAEEEPBnAQLa/nz06DsCCHhTgH0hgAACCCCAAAIIIIAAAggggID9BRihjwsQ0PbxA0T3EEAAAQQQQAABBBBAAAH/EKCXCCCAAAIIIIBA2gsQ0E57Y/aAAAIIIIBA0gKsRQABBBBAAAEEEEAAAQQQQAABtwT8OqDt1giphAACCCCAAAIIIIAAAggggAACfi1A5xFAAAEEEHAIENB2SDBHAAEEEEAAAQTsJ8CIEEAAAQQQQAABBBBAAAFbCRDQttXhZDCeE2BLCCCAAAIIIIAAAggggAACCCBgfwFGiAAC/iZAQNvfjhj9RQABBBBAAAEEEEDAFwToAwIIIIAAAggggAAC6SBAQDsd0NklAggEtgCjRwABBBBAAAEEEEAAAQQQQAAB+wswwrQRIKCdNq5sFQEEEEAAAQQQQAABBBBAIGUCtEIAAQQQQAABBBIVIKCdKE3yV5w4cUqmz1wg733wqXR9a6B07/WhfDTsS1m0ZIWEh0ckf4O0QAABBBBAIFkCVEYAAQQQQAABBBBAAAEEEEDA3gIEtPX4eiD98ed2GTj4M1m8dLUcPnrcBLAvXLwk+w/8KzNmL5IPhnwuR4+d8MCe2AQCCCCAAAIIIIAAAggggAACCKRIgEYIIIAAAn4vQEDbA4fwwMH/5JsJU+XSpcuSMWMGad7kbun6Sgd55cUnpVaNymYPR6wg9+ivvjN1TAETBBBAAAEEEEDAjwToKgIIIIAAAggggAACCCDgCwIEtD1wFKb+NF8iIiIlODhYXn7+cWncqK4Uv6WwlC5VTB5t01weaNbI7EWD2r8sXWXyTAJGgIEigAACCCCAAAIIIIAAAggggID9BRghAgh4SYCAdiqh9+7/R3bt3m+2UrP6HSaQbRbiTe6uX0sKFcxnSn5dvkaioqJMngkCCCCAAAIIIIAAAggggAACCCCAAAIIIICA+wIEtN23cllz85ZtzvKad97uzMfPBAcHSbUqlUzRxYuX5O+de02eCQIIIJAqARojgAACCCCAAAIIIIAAAggggID9BRjhVQIEtK/iSP7Crj2xV2dnyBAmhW++MdENlCxR1Llud1wbZwEZlwIZw0IlU4YQEgYeewxksB5TkuBfnpzZJU+ubCQMPPcYsB5TCR5mLCKQagHOibwe8PRrIs6JnPu98vrHB86JqX4CZgM+J8A5kXMi50TOYV45h3n6PTLnRI+eTwhop5Lz8OFjZgv58+WRkJDEOQsVyGfq6eTQkdg2mk8sxcTESERkVECnlrVKStv6ZUgYeOwx0OTOYtf8n1o4vq+s/2kwCQOPPQb0MWWD5+9r/q8wpvQ9J3NO5PWAp18TcU7k3O+N1z+cE9P33GHXczfnRM6JnBM5h3njHObpfXBOjBKNdSYWB01ueeIR2ORuKQDr6w9Bnjt/wYw8V84cImKyLidZsmQWvYpbV548dUZnSabIqGjZfeAoCQMeAzwGeAzwGOAxwGOAxwCPAR4DPAZ4DPAY4DHgc48B3q8Ts+AxwGOAx0ByHgMa60wyGJqMlQS0k4GVsOqly5edRRkzZnDmE8tkzBBb5/Ll8MSqUI4AAggggAACCNhbgNEhgAACCCCAyVzBswAAEABJREFUAAIIIIAAAqkQIKCdCrzIiEhn69CQEGc+sUxoaGydiIiIxKo4y0NDgqV44fwkDJyPAR4P/H/gMcBjgMcAjwEeAzwGeAzwGOAxwGOAxwCPAR4D9n8McIw5xnZ8DGis0xn4TGWGgHYqAEPDQp2tI6OinPnEMpGRsXXCwsISq+IsDwoKkjArAE4KwYHHAY8BHgM8BngM8BjgMcBjgMeAO48B6vA44THAY4DHAI8BHgM8BngM+OhjICgoyBn3TG2GgHYqBDNlzOhs7c5tRC6Hx95qxJ3bkzg3TAYBBBBIcwF2gAACCCCAAAIIIIAAAggggAAC9hewxwgJaKfiOIaFhUrWLJnNFk6dTvqHHi9cuCjh4bG3GsmdK4dpwwQBBBBAAAEEEEAAAQQQQMAPBOgiAggggAACCPiMAAHtVB6KQoXymy0cPXZCoqKiTd7V5NCRY87iQgXyOfNkEEAAAQQQsLMAY0MAAQQQQAABBBBAAAEEEEDAkwIEtFOpWaJYEbMFvfr6wMF/Td7VZOeufc7i4nFtnAXXZihBAAEEEEAAAQQQQAABBBBAAAH7CzBCBBBAAIFkChDQTiZYwuoVy5dxFq1a+7szHz8THR0jv63fZIoyZ84kt5a8xeSZIIAAAggggAACCKRUgHYIIIAAAggggAACCCAQiAIEtFN51G8pcpOUKB57lfaqNRtl994D12xx8dKVcuhw7C1HGtStLiEhIdfUoQABrwmwIwQQQAABBBBAAAEEEEAAAQQQsL8AI0TApgIEtD1wYFu3vE/0ByKjo6Nl5BcTZcEvy2XPvoPy98498v2UWTJj9iKzlwL580rD+jVNngkCCCCAAAIIIIAAAgj4pgC9QgABBBBAAAEEEPBdAQLaHjg2hW++QTo80VoyZcooly+Hy6y5i2XwJ1/LJ6PHy4rVG8weNJjd8dlHTR1TwAQBBBCwnwAjQgABBBBAAAEEEEAAAQQQQAAB+wuk6wgJaHuIv0K50tLz9Rflrno1RIPXGTKEid4vu0jhG6Vl00byZtcXJH++PB7aG5tBAAEE3Bd4vWc/uaVsDZPcb0VNBBBAAAEEEheY8uNsc17R88uq39YnXtFH1wz99Etn/w/886+P9pJu2VOAUSHgWsCbz6u1Gz1gngPbPdXRdWcotbVAWp4D9Zyqrw006X5sDcng0lWAgLYH+fPkySUPtWws77zZSYa831MG9e8h3bs8J/fcXVs0wO3BXbEpBK4rEP9EwguV63JRAQEEfF2A/iHgJYHIyEiZu2CxdHq9l9zVpI2Uv/NuKVGhtpSrerc0uK+1PPFcZ/lgyEhZvHSFnD9/wUu9YjcIIIAAAr4kkNL3Wo5Asgb7fGk89AUBBBDwNwEC2v52xJLZX6ojgICIfjKsLxo16YtPTBBAAAEEEHAlsGPnHmnWpr289FpPmT1vkezZd0DOWUHrqKgoOX/hguzdf1CWr1gjn301QTp0fF0GDBpxzWYcwQo+TL6GhgIEEEAAgTQWYPMIIIBAoAgQ0A6UI804EUAAAQQQQAABBFwJmLJ//zssGoTetn2nWa5Qroz0ees1mTRulMyZNl6mTvxchn/0rjz9RDspVrSwqcMEAQQQQAABTwm0adVM9m5dbVLNalU8tVm2g8A1Aq91es48zvTxVvimG69Zn5oC3Z5uV5PuJzXboi0CSQkQ0E5Kh3UIIJCEAKsQQAABBBCwj8BHQ0fJiZOnzICea/+ozPxhjAle17izspS77VapWrmStGzW2AS5l8ybIjMmfS316lQ39ZkggAACCCCAAAL2FmB0CPiWAAFt3zoe9AYBBBBAAAEEEEDAywJ6S5Gff1lm9po3T27p0fUlCQoKMsuJTW6vWE7ua9QgsdWUIxArwBQBBBBAAAEEEEDA4wIEtD1OygYRsI+A/jDWD9Nny9MvdpVq9ZvJrZXqSqUa90qz1k/JR0NHy5Gjx1wOVn8kq1TFOqL3rH6rzwcu6xw4+K9Zr3U0bfpjq8t6g4aNdtY7euy4yzqJFTp+KXz4qK+dVere86Bze7pfTa/37OdcHz9z+MhRM04dr45bx68Oet9U3bYGQOLXj59f9dt65360bvx1CfPJucf3lq3bpE//j+W+Vo+bY1GyYm0zb9mug7z34TBZ//sfCTd/zbIe14mTpkvrx5+X22veK7feXk/qN24t71jb/e/QkWvqp0cB+0QAAQS8KXD8xCm5cPGi2WXhm2+U0NBQk0/ORG9XoueUf/49ZJqtWbvReR7QckfS84OpEDfR592xE3+Qjl3ekrvvbytlq9wl+txeufZ90ubxF2TEZ9/IyVOn42q7nrk6j/w052d5/JlXpGrdJub8XevulqLnu5279rjeSILS3zf/KZ3feEdq3NXctNfz3zMvvS6//Pq/BDUTX9y9d7989vUE0XZ1731QbqvSQPT1QdW698tjHTrJ1+MnXfeHNbXPDjvd06VLl+Srsd/Jg48+J1XqNJFi5WrKc52666qr0rIVa0y57kvPczp+/aHPtet/v6oeCwgggICvCOh7BsfzXcJzRfw+6mv5Cd9PNc+DFWvcY55b9fzR74NhcvCf/0xVxzlJf9fBFFxnot9QGjLiC2nc8jHzI8j6Q8hNH3pSRn4xTi5evHSd1u6vXr5yjTm36I8sxz8n3NP8EXn5tbfl+ykznN+Wir9VHYfa6LjilyfM6+8laT1Nem5MuF5ddZ0m9db1CxcvM7+Loec5fb+n5z09/yX2/lTbJEw6Lj1f6bj0PF6mcn2p1/gh6frmu/LbuqTPOwnHprdAe3/wp3Jvi0elQvVG5rWEni81ab81zft5ccIuXLOs72X1R621fsLzpNpouSY1u6axVXDKeu3x6WdjzHvGO2o1Nq9NKlRrKHo+13Pwh0NGyZp1G62aV//p9nS7mnQ/V6+9eklfJ/QdOCR2rNa29Xxd8+4W5jXR/IVLrq6cYMnVsdT3wq9ar130nK/HUl9LaSzj1+WrErRm0dcEUtIfAtopUaMNAgEgoAHnpg89Jd179Zcly1aa4HV4RIScPnNGtmzdLqO+HGdO0jNmzb9GI2vWLFKpYllTvmrNOjNPOFmxeu1VRSsTrRfb/taSxSV/vrxXtUnLhWk/zZX697U249Tx6rh1/BrEX7x0hbzxdn9par3Ic7xoTMu+6Lb1DXzXt/pZHya0l3HfTRW9x6v2KTIyyhwTfcH19bhJ8pD1Bl/rJ5Y0KNLmiRelV7+PZN2GzXLq9BkJDw+XfQcOynhru02sQLmON7H2lCOAAAJ2FMiYIcw5rL37DkhERKRzOS0z+maxVsOWom/m5v28RPSNnQbW9bldgwtrN2ySwZ98IXc1aSMr16x3qyuXL4fLsy93MwGD/61aK8eOnxQ9f/176LBMmzFXmrZuL0v/t1qS+jf6q/EmUKJB8UOHj5r2ev775dcVVnC6m+gHoEm113V//vW3CdB/MHikFQRfIfq6QoMiEZGRVp9OyIrV6+S9D4bJvS0flb+279Am1016zm1qfaje/6NPZIP1Ae7xEyclJibmqna6rP178rnOokGKY8dPiJ7ndPyz5y2Sdk+9JDq+qxqxgIB/CtDrABQ4aQUZH3rseen93sfmefDMmbMm4Kznj2+sDwnvt96frLSeX5NDo+8jmrR6Qj4Z/Y1s37FLzl+4YJI+jw8aNtoENE9b+0nONhPWjY6OFn0v88SznUXPLXv3HzT9dpwTdlgfts5Z8IvoxVA//7I0YfM0W9b3RBrs1fd3ep7T86We97SPrR559rrni9PWe6mnnu8iOi49x+q49Dx+6dJl2X/gH5k+c560ffJF6dF7gHUuirjuOPT83PiBx+TzryfK3zt3y9mz55xtWja91/rAPcQs63tVk0li8qP1Pt1xAVbrB5omUfPaVRs3bZG7rA/ZP/7kc/OeUR93+trk7Lnz5ny+wToH67lUA//XtnavZNSX4+XeFo+IfqhvxmptW8/X/x06IvOs10Qvdn5LHm7/kpyyHvPubFEfv3ohwEzrA/1/rdc8eiz1tZTGMtq/8JrEv8jNne1Rx/cFCGj7/jGihwh4XUBPGu2e7Ghe0OjOq1W5XYYP6iezpoyVb78eIe0fbythoaGiJ+rXrE+dXX16Wqv6ndpU9KTuuFrNFMRN9I1sXNbMXL3wOmOdwP/4c5tZX6tGVTNPzuTehvVlwU/fyuMPP+hsNv7L4aZMyx3pjc4vOtdrRt/wvm4Fj3V8Os72j7WRiV99Ysb/ycfviXpovW1/77LeGHcUfSGjy2mVNLDS/sWuMt0Ksus+NLCvP7Chx2L21HEyefxo6derm9xdv7bzRY7Wc5VeeKWHbN7yl+iPznw96mPR9mM/HypN7r3LVNcAt36q7XjxYwqZIGArAQaDwLUCOXPmkCKFbzIr9Hnw7Xc/tM5xl8yyu5OPB/Q255eCBfKbJhXL32aWHecax7xS+dgPfLVStBWMDQoKklrVq5rbnIwZPUR+mvyNTP/+K/l0cH956IH7zflW+/TCK93Nm2Ntl1Tq2ecDWbTkf3LfPQ1k9LCB1vP8WPnum0/lkTYPmGaXL1+W13r0tT4MPWuWE070ijW96kqDD5kyZZSXnnvK/DCm9uuj996WUiWKmQ9Av538Y8KmVy3reSRDWJg0bFBber/ZRfT8O3vqWJky4TPRH9fUc3RQUJDoa4RnOnZz61z6vHUO27P3gLS23pjHnsPGip7DdKyOnQ8b+ZXpny7nso7rG106yrRvv5AfLdN3335dChbIZ759xdVaKkRCAAF/EtDnZf3AUgPQ2u8ypUvKoAG9zHlD3w+88uLTEml9IPvSaz3l6FH3vtmq9fRbNBcvXRJt/92Ykea8MWLwe1K2zK26G9HA9vsfjzD5lE6++2GG871MieJFzXnB8V5Gn6OHftBHnnq0tdx0Q6GU7iLZ7fQbq5r0vKbnNz3PqePLzz8lev5Tbz0f6nnR1cYvXLgo7ayAqwahdb2+F/t4YG9zztTf4dAx3Vm5kq6SydNmWR9CfGTyiU3+O3REOnV9W6xPap3HQt9/6+uB20qXknx580iDurVMcz2H6Qe2ZiGRyTTrQ2xdpbdS075p3p0UHh5hrpbXIHZwcLC0fbC5fPbJB+a1iZ7Hx30xTHp2e0Xq1akhISGxAXZ3thu/jgbsPxo6SjRInjVLFun0Qnun20f9e4k+trX+6t82yJPWBwbaJ11OLE2ZPlv0GwZly5QSPZb6Oyf6Wqrbqy+Ibl/b6euD610tr/VI/iNAQNt/jlX69pS9B5TAgEEj5F/rU00dtL4B1hO7fiJcoVwZqV3zTunbs6voiUyDvXol1JvvvC/nzp/X6s5Uu2ZVZ35FgqsEtI3jyu3GjeqbenoV2uXwcJN3TNas3SD6hliX9c2+zpOTcubILqVLlRA9iTvaFbulsCnTckcqVLCAY7VoEL2nFcjQAn0jPs4KgPe13gDXqVVNdPwt7r/HBJAfbt1Cq5g34vqVMLOQRpMRn4gbZD0AABAASURBVI0RPZnr5mtWryKL5/4gnV96xhyL8mVLS/Wqd8iT1gvAb0YPlqXzp2m1RNN669P0L0Z8aF78NmxQR7R9g7o1raDH+6LHWBvu3rNP9EWS5kkIIIBAoAg8+9QjzqH+MH2WVG/QwgR+J0yaJnqlkl5d7KzgIqO3KtHzSmho7Ju7zJkzXXO+0fVZsmR2ts6WNassXTBVvhvzqXR89km5q34tqVShrFSuVF6aNWkkgwe+IzOsAHeWzJlFr4oa+cVYZ9vEMr+t/136v9NdPhv+gfVh5d3W83wZ0Q+F33/3TdE36dpOr1hy9Q0rvQJPv7KudXSfP4z/TLq/1lH0hzG1X20fai6zpo6V6nfeIXpLEq2XWCpa5GZZufgn+XrUYHnmyYelXu3qpi93Vrnd/Limnos0GK1vlvU1x/jvpya2KWe5Xsk9augA+dgKGMSew8qInsMeanm/qbN7735xGOmHvxoI0DFXuaOi3GGZPmV9QD13+gQpUayoOAJCpiETBBBAIBUCen7QK5vdSRrAS+muvp/yk6zfGHt7wTrWe7KZk8eIXqSiz8/6fuB1K3g31foALzIy0nzjx5396PNmSEiozPphjGj7WtWrmOfq5k3ukakTP5diRQubzUz/aZ7oRU9mIQUTvWpWm91YqKDMmPSNOS/UtsZQ3novo8/RrVo0kXd7dZPlC6dLk3vu0qppnvQ8oOczPa/p+c3h+Ib1Qaie//Q8qJ3Q86KrC5j020L6rVmt9531QYC+F9MPXPWcWdH6UFvH9MOEz8zFYLodDWqv37hZsy6TXtEdZn0Q/FO8Y6HvP/X1gB4XbdTa+qBb55GRUeZKd827SnoBk171rutaNL1XwsLcv5Xaug2bnLGAt7u/Kh/1f1v0N0P0tUn5smWkvhXIfr7DYzL+i2HWhx/jdBfJSvv2H5SPh39m2uTMkcMKlH8p3Tq/aF5rqFvbB5uJPrZ1P1pJx/LFNxM1m2jS1z76XlY/lNBjqb9zov3tZH3IM3r4+6adxiDGTJxs8kzsIRBsj2EwCgQQ8JSAftL70+wFZnP65rzv211d/jCWvjnu8NTDpp5eOaafipqFuMkdFcuLvpnXxZUJbi+iL/aOHT+pq6TrK8+bq4r1amj96pIpjJusiAuE6ye/NapVjitN25l+An8m7it1zz39qDhePMTfa1BQkPS1gtw33Rh7BYG+wNOvPcev46m8flAwZsIks7k8uXPJqKEDJXu2rGbZ1cTRJ1frtOzxdq2koRXI1nzC9NLzTzmLHAF0ZwEZBBBAwOYC+sFg/KD26TNnRL+u27vfINGvHZev1lCat2kvgz/5XPTNmCuO5JZlyBAmhW+6Mclm5W67VR5u09LUmb9wqegbMrOQyESviI7/zaT41Z5/+jHRD6O1bLX1obHO4yf9CrPj680dn3tC9I1l/PWaz5Qxowkoh8YF7rXMVdIPlfVqMlfrHGX6ZrXRXXXN4ryffzXzpCb6ZvW+JAIdeqWdvsnXbfTs1kn0dYzm46fcuXLKB/3eil9EHgEEEEiVgAbc9N7T7iS9r3FKd6b3zda2+jw+aEBv0XOILsdPeoWqBvHil10v37fna6IfQiaspx/A6jdztVxv37D+99hgui4nNzl+C6l8uTJJvpfRDzn1W1PJ3X5K6ut5bLD1wbGe1xK21/PfS889aYr1vDhlxhyTd0wOHT4iU6bPMouvdHxaXL1n1JVBQUHmamb9kFWXv/1hhs4STfohcvFbiiS6/u76dUTPY1rBcQW25hOmafH66/jQN2GdxJYdx0rX16xWRWeJJkdfEq3gYsXYb6dIhPWhi6568/WXzIf/mo+f9LE9+P13nFdXj/32B4mMaxO/niOfL29u69zeUzRu4ChzzPUDdf1gQJd5j6sK9kkEtO1zLBkJAh4R0Cd5fcGiG9NP/DNmyKBZl+mJhx9yli9f+Zszr5kM1pv0qnFfsUp4388VcYHqooVv1hOY9Ya5rDaRhLcdcSzrJ/c5smczddJ6snzFGucuHmt35VYlzsK4jL7wUR9dVK81azdq1uNp1Zr15qo83bB+2pySFw3a1pEeeqCpI3vN/NaSxUWvMNAV+w78ozMSAgggEFACvXp0Nrem0KuhHB/KOgD0G0N6Gyz91szdTdtJ3wGDJeE3ixx1UzrXYLW+kdyzd7+57Zd+AKzJcQ7UILveRzqp7T/UMvHneQ0S3BJ3td2+/dc+zy+Ld2/tdg/FfhPJ1b40CF+nZjVXqxItUz8N5Ozas++qseXNk8u00XHqLbbMQiKTh+KuTEtktTj6ny1rFml6X6PEqom+PilZ/JZE17MCAQQQ8DWBI0ePy7a/d5lu6ZXNNxQqYPKuJvoeJSgoyNWqa8r0Qhm9BdQ1K+IK9ErXuKyk5v1Bobj+/rZuo+h5wLHN9Jzreezmm25ItAvt4r6RqxX0h4Z17kh6ay9HULZl08aOYpfz2PfFFc269RsSv0JbP6hwZ1v6jWHd2NZtf7v8DQo9l86at0iriN66Q99LmwU3J4XijpVWnzz1p+t+kK71kpOWr1hjquv7zlbN7zN5VxP9UNxxW0y9GG7rth2uqpmy+xs3dF5MZwoSTByPY72Nin4jO8FqFv1UgIC2nx44uo1AWgls+3unc9NVbq/gzLvK6AuAgnH3CtWvASesUzvuvtdHjh6THTv3OFevjLtiW6/y1kJHvRVxgW4tO2K9aNMfh9B8repVdeZMepLWN76JpWPHTzjrJjfjGL++SLzxhoJJNq9yxxUfV+NPsrGbK//4c7uz5vU+IXdWTCKT1Bv4oKAg0fuNavNz566+hYyWkRBAAIFAENBbU+j9Kn9f9bPo1617WUFuDaQWL1bUOXwNzo79doq81OWtVL/R03t06o9GPf7MK1L+zoZyZ72moj/EFP9KP73vo2PnersQR97VPKnnea2fO1dOnV1zqzAt/Gt77GsAvYdpgfz5tCjR5HhzmGgFa4Xe81J/cPihx56TslXvluoNmkvDpu0k/tj0K/RWVXOLsTNnz2o20eS4n6urCrovR5Ck7G2lXV65GL+dO/2PXz/98/QAAQR8VUBvW7F362pxJ13v25SJjdHxHkXX660xdJ5Yypsnt+j7tMTWxy8vdksRl1e1Ouo4zhm6nPD9gV6lnNj7MS3XNo6kt7HUvH6zt8kDj8sLr/YQ/S0GDVImdeWttkmrpOf7pLatV1U7HP9KEEzV25U42tZq2FJuKVsjyTTv5yWm+pFjx8zc1UQ/cE74Ybqreq1bNXMWu7pKe/HSFeJ4rdA6iYuZnBtJkKl6R0XzexlaPO67qXJXkzbywZCRsmTZSknN+2zdXvxztX4DLVOmTFqcaKri5vvtktf5kDqpx3GiO2eFzwsQ0Pb5Q0QHEfCugH5q6dijnsQd+cTmBfLnNavitzMF1qR2jTutaezfirggtr5gcVzNXDsu4O0IbG/estX5BnvVmnWxDa1prRpXf9Xp0JEjV70Zjv/GWPMTvk/6PtLWJhP9O3nqjFnn3tivvNl3NX6zoVROTpyMvTWLbqZQwfw6S1XSrw4mtYGg4NirOaKio5Kq5j/r6CkCCCCQQoGMGTKYK3n1NiT6leTFcybLotmTpOl9DZ1b/OXXFTJn/i/O5eRm9L7Yjzz9snR9813536q1cv7ChetuQn+4K6lKmbMk/ebQ+Twfde3zvONcli9fnqR2YdZd7zypV2M3a/2UvNP/Y3PPV/0xStMwiYnehzaJ1c4PXV3V0SCJXuGu6/LnTX3/dTskBBBAwFcE9DnO0Zd8eXM7sonO87nxPKiNrxdAdZwztK5+mKtzRxo0/LMk35M56ulcryru1f1VcxWtfrt1waKloj/AfP+DT0ilGvdKh46vi972Ut8ran1vJHeMHOe6hPcPT+ntJpM6zzkuLLre2PX2GfqbHFpvxuwF19yKQ28fpuv0lioPNGus2WQlvW3HN58NNr89oQ337j8on301QZ5+satUrXu/6LfUBg4aIXv3HdDVyUr6TTPnuTpfbBwhqQ3E/3Dd8RrFVf3rPo6DYt/jalve56qCPZLLgLY9hsYoEEAgvQX0U1f9oQfth+Pq601b/rKC1hfMfbkdgezKt1eQTJkyWifjKHEEux31M1gBhTvjbl2i2yEhgAACCCCQXgIli98iI4cMkPhfz545d2GKu9P/w2HO856eC4d+0McEzf/47RfZufl/4rja76P33nbuw/FG0FngoxkN0ju+aaU/3Dh62ED5dd4U+XPtYtn1xwrn2F7t2ME5ghiJceZdZfRNtqtyyhBAIHUCtEbAGwLPtn9UViyaIe/17iaNG9UXR0BZP8zVq4o7d+8jTR96Sg4c/Ncb3UnVPiLjfSisP0S44Kdvxd2U2I6DQ9wPzz3U8n6zGb1iOv7tUDTou2TpCrNOz70OY1OQjEnhm26UH7//SiaPHy3PPPWwaBBdA+S6id179skXY76Vhs0elpFfjNMiEgLpIuD+/5h06R47RQABbwvE/zrO0WPHr7t7R5347RyNgoODpUa1O8yi/viUfqq/Mu5K7dtKlxL9kUNdqVfBOYLWK+JuO+K4ovuOSuWsYPfVV5vpCdbxJt/V/LVOz+lmU5Ry58ph2jnGZRYSmRw9esUnd9xXuB1VQ4JDHFmJiU76DXpSn9TnyX3lCozDRxL/ippzZ2QQQMBbAuwngAWefOTKb0jo/a5TQnHu/Hn5cdYC01SD2VMmfCatWjQRDZrrPU1DQ0PNOp3EvzJPl9MqOc5lx45d/9ZdSZ0n1WRF3Plcr2gf+/lQaXLv3aJfp86aNctVX2/31Nj0yragoNgrsI66ceuxpPqfVr5sFwEEEEipgD7HOdoeO37lG5yOsoTzY248DyZsk9xl/faSq/dijjJX28uTO5c88Uhr+fyTD2Xd8rmiH3T269VNytxawlTfvmOXdOzylsnHn4SExL63uu77qguX4jdLMu+OkeNckSvBe7281jgcG9cx6RXT7iZHu9TMH2h+n/NcOm3GXOemZs752fmDiym53YhzQ3GZ6lXvkN49usisKWPljzW/yISvhsujbVtJhrAwc6uwQcNGy6Ily+NqX3+mF7sFBcWdq5MRa9AtO16jaJ6EgAoQ0FYFkhcF2JWvC5S5taSzi+t//8OZd5X5599DcujwUbNKA9Qmk2BSO+62I2fPnpM//twmjje4tWtcfV/smnH3yV5pBbz37T8oum3dVO249ppPaQoKij1putPeMf7/Dh2Rf/87nGST+D4Jx69v2B2Nr/dmfceuPY6q18wrli/jLFu1Zr0zTwYBBBBAIP0E4t8CSj+8jd+ToCD3zjl79h6Q8PBw07R5k0bON6amIMEk/r06E6zy6OJtpWNfA/zz3yE5cvRYktv+ffOfia6Pf6/X633d2VNjy5AhTErE3ed861/bLduIRPunK5Lqv64nIYAAAr4k4HiPon3avOUvnSWa9P7J1/sB4UQbe3xF0hvUDzqffLS1zPxhrDh+J2E9DBeJAAAQAElEQVTL1u3i+E0ER+usWbKYbGreV5kNxJts3LQl3tK1WQ1mOxxvK1Pqqgrly115j7Zm3car1nljQW/7Wa92dbOrhVZA+fTp2NtmOm43osHfu+vXMes9NdHbetStVV0G9u0hQz/s69zsT1YQ3blwnUz8c/Wff/0tly4l/QHE+o1X4hG3lb76GFxnV6wOAAEC2gFwkBkiAskRqFm9ivnEVdtM+XG2XI57s63LCdPESdOdRfXr1HDm42cctxXRsl9+/Z9s+D32hUP8cl1XOy7AvX3Hbol/Uqxl9UfXpybp7Uwc7cPDk36DG38c8cfnaO+Yq4v66LLeFqVGtcqadabCN99obquiBZu2bNWZy6T3GF2xaq3LdVpYs1oVyZ49m2Zl8rSZkvD+bWYFEwQQQAABrwpsihdMKFL4pqv2nSljRrN8vfNN/PuEXriY4A2d2ULsRD/gXbh4WexCGk/rxTuX6zknsd0d+Odf+d+q3xJbLfG/ip3U2DZYwQRPBbS1M47+nzt/QebMX6RFLtO6DZtk5+69LtdRiAACCPiigAYwHVcx63uHQ4ePJNrNqT/OEX+5PZVjEBrorFn9yvupEydOOlaZeZHCN5r5nr375czZcybvajJ95pWrlV2tj1+m5zFHwDp+uSM/eepMR1YcwWNHwb1313N+EP3N+MkS/5zuqJPWc8dtR8Kt9+uz5i2SHTv3iOPDjpZN7xU1Tas+OM63uv2Ex0rLkkr168bGDS5cvCjTZ85PtKp+MDPv58Vmvd46pWyCDxXMCiYBLUBAO6APP4NH4FoB/VVs/QqTrtH7l707cKhmr0mrflsvX4/73pTrV+AS+0qTfnW6YIHYHzMc++0U0RNuWGio6NeXTOO4SfmypSVHjuzmxdeXY78zpfpJfKUK5UzenUlidQrmz+dcpff8ci64yLRu1cz0Q1d9ZfVDx6n5hEldHC+AHmrZxHn7FEe9HFYQWsekywsXL5edLq7C1luNdOnRV/SHUbSeq6RXeusPkuk6Pal3fK2n6I+I6bKrpIEPV+WUIYAAAggkLnDp8mVp1vopKwj6i0RERCZe0Vqjb6YHDRtt5WL/7r/3rthM3LRggdhzjn7bKDo6Oq702lmxooXFcXW3fkXY1VVKesXVS9bzflLniWu3nPISfXOstzvRLYz+coLzjbEuO5Jadev5nvXmPcpRdM28+C1FnWVTrQ/HXQVW9HzVpXsfZz1PZB5/+EFx3ONz4MefurwPq34w/OY773tid2wDAQQQ8KqA3qpDd6jnhO69B7o8X+k3ZEZ89o1W86mkFwLpBUGJdUrPLavWbDCrg4KCpEiCD4trxX2bNyIyUvQ9mqmYYDJh0jT55dfY+0cnWOVyMTIySl7v2U903wkr6DeLR3053hTrebHNA01N3jHRi5fatIot27rtb+nea4CEX+fCqeUr14h+oOrYRmrn9zSsJzlz5DCb0Suzp/40x+R18lCC/mqZu0mvOHf13jV++yXLVjoXixS+2Zl3J/PUo21E4wFa98Mho+TvHbs1e1XS12L6WkM/oNYVTz/e1jq/X7kVm5ZpIgW2AAHtwD7+jD5ABI4eOyH6IsKdpCfint06yY2FChqd7374Udo+2VFmzVtobhmycvU66ffBMHny2c6iL6aCgoLkg35viQZeTQMXE8dV1nrbEV19e8VykiVLZs06k94XrcadsZ/KO+rdWaWShIWl/sRV1dpOUFDsV8A/GjpaFixaKtt37DJXZ+kVWvG/Vq0vWN7v+6bpl47vqee6yLvvDxW9EmLL1m0y2/r0u91THUVdtNJNNxaSN1/vpNlrUocn2pmycOtT84fbvyzjrIC+fmquV6SN/26q3P/gE+bHwKrcUcHUS2zy8vNPSfU7Y+9Frrcdadi0nXwy+hvRY6Ff1fpt3e/y7eQf5dmX35D69125r2ti26McAQQQQOBagS1bt8vLXd+WO+vdL13f6if6xlifZ7VcryKeM/8XeavPB9LEeu4+FHe7Lf12Tstmja/aWLWqsc/X+iHkW33el7Xrfzcfaur5RpN+mKkNcuXKKffcXVez5pzU6pHnZOqMOaJfgdY2n389URo/8Jjovh3bNJXTcJLT+mC595uvmT3olVN6vtPgvb651fPXD9NnS/PW7c25S8/lpqKLiV5F5fhQd/nK36TdUy+Z86duQz8oHjLiS+sc+KToB8NVK1d0sYWUFRW/pYi89Fx701i/Kt68TXvRgMT63/8QvcWInofvf/BJ81X2ShXKmnoBOGHICCDgpwKPtGkpjvcNy/63Wlq0fdqcN/S59f/snQWcVUUbxp9Ltwm2IiDwIQgCIiXdLLl0dyMg3d3dSKdLd0l3d4OYfChiICiNn995Bs71crl3gw3u7j78mDlzpuc/d+c9886cOZwPcGz1r9bI7BzmeMhmOhwP50B0P0vTvms/fJzXz8jXgEXLwe8rcR7DK9+K9a/WEFQMs47FC+fHK482RPGepqwla3lWNd1jJ81Al16DsWf/YZyy5mfrN24152537zMU2bJkYpRgGcqx/QePonTFuqB8szkOGz3Jmv82AeUgM+rRuQ2eey4JnY+ZHpa8tGXd0pXrUKhUFfORRD47sG2Hj54wc+h+g0cjT1F/1LTmz3wOeCyTUNzEjRMHfsULmhz47BCwaIVxcyd/BpcjUYxnCCzWv3DpaihTuR5GjZ+KDZt3GBlKPpu37UKPfsNAZTOzpGKai8l0B9dwsaJdqyYm+vUbN1CuagOMGDsZ9rMGn4X4296y/eHixAfp/4NG9WqY+LJEwJWAFNquNOQWgShKgLuS+RARHHP7zh1wks0vGvPDFkRy4NBRtGzbHZwYVqvXAtNnzzcfm+BRHiMH9UQx66GD8bwZ9+NF3O/tdPaxI97ubf+QXvkRyYrl/Ewynlfd+NOOKFqmOgr5VTFm8MgJJsy2+AGr4QN7gO2jUnvGnAWoXr8l/CrUQYu23cxEnnH5sLBg1kRQAcB7d8OPe9nl8qMjPfsPNw+e5S2hzQcB7k4b2LsTcufI5p70sXt+GGzmpJHgq2MMoAKeQp99UdK/lnng6tp7sPkgB3caMI6MCIiACIhAkAScEWLGiOmcPP9x/QaWrlgLTow5znLnNid1VHYHWJPwO3fumnQck6dPGO7cZW08Lat65XJI9ujNoAVLVqFizSYoVKoqbJlz7ORpK9bD//16dECKR+c+nz3/lZkgcmLHNAOHj8PVX35D6+YNYO8Ce5gqfO1K5f3QoU0z0y4q38dPnoXKtZoa+dWhWz9QjvK8U7bTW00cDgdGDemNpC+/ZKLwOYLys7SlfKlqLfCOmTgNfN7gOZy5wuBbGaaQR1abFg1Qs+rDxV325RBLxlNRUrZKfVAOX7n6Czp+1gz5PsnxKIUuIiACIhA5CPCtnqnjh8FekLPlBsfWSrWagGNrzFgxMWHkAPCIBrYqbtw4vPiE4ZhM+crF4SrWQifnMbx26zMEVACzkjz+cXC/rnQ+ZqhQ5rnNnJ/xrR9uLqpWt7mZnzVp1RnrNmxFgby5MMCaWz2WMJAbyjHKiwsXvwHlm81x3OczQflH3pQX9nzOPStu0Jo/awJKlyxign64dBlcBOazA9vmX72RmUNPnRUAhjkcDiRKmNDEDSurQtmSzqxu3PjTuP3LlDDX0FhkfPzkGVCh3ahlB1CGkk/9Zu3AjVncsJUoYQKMGdYH7/8ndYiLaly/Btq3bopY1u/15q1b1m93uvNZg8py/raZKTcOzJ48Kkw2uTE/mahFQArtqNWfao0IhBkBvka1ZsksDOnb1Uz6OCnlCmySJImN0GrWsDa2r18M+3iSwAp2n6y639tpc2XPajvNNcejV8vMTSgt7iIf0KsTcnycBTxWhcIzsCz5ILBt3SI0bVDLtDdJksRg+8khf56cGNKvG1YvnoU333gtsGyseF0tQd8XLPe5JEnM+eTc1c0HoxULLcHtXzrQ9HYgP8IxemgfLJ8/DVUrlkXKFO9YD0QJzA4MHvnyYcb0aFyvulWnmXYSXUVABERABIJJgG8D7du6EisXzkCnts1RtFBevJfyXfMNg5gxY5oFTiqp+bYM5cK6ZXPAMZmTWfciqERYtWgG6tWqgrSpUyJhggTObyq4x6VMWWWV+VnLRuDHjjhRp6EM9i9bAovmfm4U2u7pwvu+WcNaWPrFFJQqUdgo+uPEjm2U0wXz5cK0CcPQp1u7IKvAI8fIibKJMitu3LhIED8+eNQKFQirF81ElQplgswnpBEcDgf6dm+P2VNGo1D+TyylzgtG9r72ajJwwXqBpXxoUr9mSLNVfBEQARHwCQL82N+SeZPNOJw5UwYjpzhP4Nhat2ZlrF0yG9w8dOPPh8rNxIkS+US9N60KQLeOrVCiSAGkTZPKyBTOx1j3FMnfRlm/opgxaQRmWcpLvjHrqdJUdnP+RSUu3yambOKubc6zRgzqaeRT3BAq8CkvpowbYpThlMnMk7vDqaReFjDVzAU91cX2S2QpqMdYczTWq06NSubDlpyb8dnBlnmFC+Qxbd/x5RL4FS+EsPzHOSBlrJ0nmQZnfm7H93RtXK8GJo8dYp5juOP9nbfeNPNO5k3e9Gv7aSNsW78Yxa3+9JRHcPz4FvKGlQEgt9SpUpgy+G0qyutihfNh0uiBmD9zArjZLjj5KU70IxAj+jVZLRaB6EHgrTdex3dn9oXYuO425s7gSv6lMPPzkTi4Yw2+OrELJ/ZtxBrrQalDm6Zmkhscmq+/9spj9ciW1fOrYKks5YFrne1XuIJTRlBxuMJerVJZBMwYj8O71uHiid3OOg0f0MNj8ldfSWZ2cbG9bDfbTw582OIONvLxmNDF0+FwoLSlEGC5x/dtwIXjO7F703IM7d/NKC8YtU2Lhs66sN/o581k+uB9DOzdCZtXL8Cpg1vw9cndOLZ3A/jA1bldS6RPl/aJpGyfzfWJQDcP1o1xF8ya6BaiWxEQARGI2gQcDgf4WiuVnZ+PGYyN1uT75P5NZpw9d2Q7DmxfDY6N3K1F5XNgNDgZ7tGpNdYvn4fTh7bg29N7neM8P/brmpZHdn3atB6o/GU5NDs3LAXH7iyWsoJxuQjKsZnGPT3DQyJH2Abmw/Geab0Zypuxw/pi/7ZVRnZR/k2bMBwF8+U2SYKqEyNRuU/ZRJl1/uh2nDm8FVutxeK+lsI59XspGAVB1Z0cWF8akyCYFj/gNXX8UBzauc7Uf++WlRg/oj8+yvLwGSSocoNZjPdoChEBEYjSBPjMznGJhuNqcBvLsZdpaNzTBGdcZRrOQfimDBceKafOHt5mxtaenduYzTY8q/qb7y4xqvMtIHPjYtn1CKruru3kuOmSRYicnOfxu0ATRg3A+mVzzdzyojUfY923rF0IvtXDTUNBZcrF0mEDumPPlhVmbD+ye72Z35UvXdwsHj9Nfalwnj5xuKnTBWuuRrlHJbW9Ez6oOjGc89ZeXT7D2qWzzdyMczRb5lFh4onzFAAAEABJREFUzrZzsZpx3U1w+8I9nX1PGcvfEw2ZUjFvh3m7si8Zn4bMXOMlSBAfRQrmAZ9jFs6ZhO1fLjbzTuZN3vRr2aSetWD8omsyp5v5MV8aluMM8OBIYS1mkNuGlV+YMi4c24G9W1ZayuxBQb4FzuchlkHDvx0P2Tu9WA/Go2H9nAFyRGoCUmhH6u5T5UVABEQgahFQa0RABERABERABERABERABJ6eAL/5wCMhmEPWDz/gRUYEREAEfJJAaColhXZo6CmtCIiACIiACIiACIiACIiACIiACEQcAZUUjQn8+NPPuHPnjlcCF7/+Fv2HjDHhPPIirI+4MBnLEgEREAEfICCFtg90gqogAiIgAiIgAiIQ3gSUvwiIgAiIgAiIgAhEbgJbtu9GzoJl0b3vUKxatxHHTpzGqTPnsGnrTvTqPxylK9XDb79fM43kEVlJEicyblkiIAIiENUISKEd1Xo0rNuj/ERABERABERABERABERABERABERABHyCwO/X/sCcgCVo2bY7ylapD78KddCgeXvMnLcIt27fBr8d1Lp5A9SuXjHk9VUKERABEYgkBKTQjiQdpWqKgAiIgAiIgAiIgAj4JgHVSgREQAREQAQigkCxwvnQv2dHFC+SHylTvIMXX3gesWLFRJIkiZE2TSrUsZTYG1bMAxXaEVEflSECIiACz4pAjGdVsMoVARGI9gQEQAREQAREQAREQAREQAREQAREIJgEXn7pRVSvXA4TRw3E5tULcGT3elw8sRsn9m3E+mVz0atrW6RK+W4wc4t+0XJky4LvzuwzpmI5v+gH4Nm2WKWLQJgSkEI7THEqMxEQAREQAREQAREQAREQAREIKwLKRwREQAREQAREQAREwJ2AFNruRHQvAiIgAiIQ+QmoBSIgAiIgAiIgAiIgAiIgAiIgAiIgAlGSwGMK7SjZQjVKBERABERABERABERABERABERABETgMQK6EQEREAEREIHISkAK7cjac6q3CIjAMydQuXZTJE+XHbkKlQ1VXS5d/tHkw7xGjpsSqryUWAREINwJqAARCJTAomWrnWP63gOHA42rwIgjwL6gnKVhH4Wm5LZd+jj7ODT5KK0IiIAIiEDUJKB5YtTsV7XKtwhIoe1b/RGFa6OmiYAIiIAIiIAIiIAIiIAIiIAIiIAIRH0CaqEIiIAIhC8BKbTDl69yFwGfIMCdSNyRRMMdSj5RKVVCBERABERABCIJAcpPGu7MDdcqK3MnAfKmEXMnEjlEQAREIMwJaJ4Y5kiVoQiIQAQRkEI7gkCrGBEQgfAjENlzfuuN1/HdmX3GtGnRMLI3R/UXAREQgWhNoGI5PzOec1zPkS1LtGYRVRs/fEAPZx9H1TaqXSIgAiIgAs+egOaJnvtAviJAAlJok4KMCIiACIiACIiACIiACIiACERdAmqZCIiACIiACIiACEQZAlJoR5muVENEQAREQATCnoByFAEREAEREAEREAEREAEREAEREAER8CUC4aPQ9qUWqi4iEI0J8Lxsnj/Zvms/J4WqdZqDfq6mcu2mznBXxz///IO1X25B88+6IlehskibOS/SZcmPAiUro3PPQTh7/ivX6E+47TLs8y+//vZ7dOszBHmLVjB5fZSnJOo2+Qz7Dh55LO2du3cxZ/4SlK/WEJlzFTNxi5apjvGTZ4Fhj0V2uRk5boqzbZcu/4j79x9g5tyFJp8PcxZFmg/zokCJSugzaBSu/vKrS8qwcd6+fQeTps1BqYp1kOHjQqbehfyqYPCICfjjj+teC2FdbVZsg3tET+FHj59Cuy59kaeovymH6U+fveCeFDv37Af55ytWwfQd+5BpPuvUGwcOHXsivjxEQAREICwJcKzluFahRiNk/aQ43vsgtxmLipSuZsaw9Zu2mbHaW5m79x5Em469kLtwOTPWvZ+1gBnHO/cciJOnz3lLZvxZLsdGGo6j9FyxZgNq1G9p6pI64yfIWaCMGSMvfv0tg58wlH1MbwcsWb7WKWfobxs7f8YL6jxST+Fbd+xBg+btkS2vH1gvXpu17gKO9cwzKPPVxW9BWZ+rYFmkzpTHal8JVK/XAitWf2mS2s8DrC/LN55erJ+uXMXQURNRpnI9UHayz9h35DYnYDHu3rvnJSXwrJh7rVAQAYePncSn7XuY3wG585mDzyXbdu4NNCXlKlnSeIroHn7nzh1MnfmFeR7Jkrs43n0/Bxq26PBEUj4rjP98JirWaGz14cO/F/YB/34mTp2NP/+6+UQaeYiATxBQJSIdAVsuUHbYldc8UfNEzRPtvwZdIwMBKbQjQy+pjiLwDAj8+NPPKFulPpq16YI16zfj8o9XcOfOXdy6fRvfWIrpgEXLUaJ8LQwf8zmo+A6qius2bIFfhdqYO38pvr/0X5PXL7/+Bk7i+fDE/JjHz1d/QaWaTdC9z1AcsSaav1/7w8Q9/9XXZoJdq0ErBKbUZh40f/55ExVrNkavASNMPtcshfJdS1H+zXc/YPrs+ShoKeWpKGHcsDDf//Bf+FWsjUHDx4NKlj///AvkdfGb78BJqJ+l5P7v5Z/CoihwsutfvREWL1+DHy5dNuW4Z3z9+g3UbtQaNS1eSywFzHdW/dh3rBPTLF25DpVqNUHH7v1x79599+S6FwERiAACUb2IqbMCLEV0eYyeMA2HjpzAr79dw/0HD4wcuXDxGzOGNfm0Ew4dPf4EijuWApAK3eqW8nnZqvXg+HnHkkE3b90Cx/GARStQulJds0D5v//974n07h53796zFMbt0MpSXu6ylOSsy7379/HjlZ/BMbJkhTrYvmsfIvqftW5sFoipRN20dadZbGW9uBCw1pKbHOsXLl0daLUWLFlpyeOaoKL68k9XrDH9nsX6d+zedwitOvREk1ad8PeDvwPNww6cPmcB8loLoFxAPn7yDK5ZspN9Rl7k1r3vMBSzFpgp2+w03q6+ytyu75iJ00HF8UprkYO/A3LnMwefS+o0bmN+t3bc0Fz52y1ZoTb6DRljnkd++/2ax+emVes24pMi5TF09CQcPHLc6sOHfy/sA/79cHE8f/GKOGSFhaY+SisCIiACoSWgeWLICGqeGDJeii0CwSUghXZwSSmerxBQPUJAIGP6dPhyxTy0+7SxM9WQft2MH/1tM6x/d2c4HVd/+Q3lqzUAJ7MxY8ZEWb+iGDW4F5bMm4xlAVMxoFcnpE2TykzIxk6agXGfz2Ayr+bc+Yto3bE3Xnz+efTs3AZLrTyYT/tWTRA/fjyTTw9rkkwlRaOWHXH23FeoUaU8Zk8ZjdWLZ2H8iP6mPBZw4PAxTJo6h85ATeeeA3HsxGnkz5MTk8YMsvKZiRkTR4BtYULucqrfvB24q433oTFUstRt2tZSuFxB3ZqVnfWePHYIcnycxWTNCW2nHgOMOzTWxi07zWSXHwjp3bUtlnwxxfRJ3x7t8fxzSUzWt27dRuU6zZzKmQJ5c2HYgO6YP2sCVi6cgZGDeuKjzBlN3AVLVqF73yHGLUsEREAEworA0FET0W/waKNcjRs3LmpW9cfU8UPNWEwZMHxgD1QoWxKJEyd6okgukjZr0xVU6DLwzTdeQ59u7cxYRznUqW1zvPjC80Z2cIGSb90wXmCmS89B2LR1F4oVzoeJowaYenwxfRyqVixrknHBkzvBr9/409zb1pypY0BZad8XLpDH3NPP1byaLJkdJUTXUeOmIGDRcuT8OCtGD+ltxuiFsyehcf0aiBUrJqis55tNnAx7ynjrjj3o1GOgWSiIHSsW6tSohHnTxmLVopkYM6wvsmXJhPUbt2GEVY6n9K5+VPD2GTjS9Nlbb76OLu1aYvrE4YbVzM9Hona1CmAZ335/yexy56K0a3p3t68yZz0XWYsEI8ZORrq072FI365YPn+aeTbh81LCBAkYBaPGTw2TN5n4XPPtd5fM733ahGFOnvwtmoIsa8mKtfi0XQ+zA/vll15EmxYNwWcI9iN/p80a1kaihAksJffvoLLd2xsFVlb6LwIiIALBIhCJ5onooXlisPpU88RgYVKkKERACu0o1Jlqigi4E0iQID7SvJcSr7yS1Bn01puvGT/624YTV2cEy9Gua19c+fkXcFK1ZsksjLIm2WVLFUOWDz/AhxnTo1qlsli1cKZRDFjRMWbCdEuZ6333MY/CSPnuO1i7dLZR+Ga28mA+zRvXga1M5w6wSjUb4/TZ85gxaQT69eiAPLk+Rvp0aVCyWEFwgv9KsoftmDt/Cf7++28W7dVQGU+FAPMqViiflU9a5M+b07SFyl8mpCK6a+/BdIbKcLfVzxavRXMmGYW9Xe8iBfNgjqWUz5b1Q5M/d7ed/+pr435a68y5C1Y/ZMC6ZXNQu3pFZMmUwfRJzSr+eOP1V0223AXGRYQE8ePjixnjjUKCiqPsH2XGB+n/g3Kli2OhVVcqPpiASu3DR0/QKSMCIiACoSawZ/9hc0QUM3rt1WRYs3gm+nZvj0L5PzFjMWWAf5kS4ELb3i0rkC7Ne4zqNHyDZMv23eY+w/tprfFuLmpZylTKDcqhJvVrYs2S2c4xj0dLHTx8zMT3ZnExlHJl0uhBKF6kgKlHzuxZMbB3JzRvVNsk4+7c5avWG7dtpUj+tpGZ9n2SJInMvS0/7Wvs2LHsKCG6sl5NGtS0xupxKGMtHnOMzpY1Ezq3bWGYMbN79+6Zt5vodjUPHjxA116DjWKfi8/TJw1Hry6fIVeOj5Dh/bQoXaIwFsyeCP+yJczOYNe07m7KACpw6U/ZsHXtQjSqVx1cEE2fLi3yfZIDva1FhYCZ48EFCj4j8A0txvdm2DZfZM76sm5lShbBigXTUcm/FDJ98D74u2zRpC4mjh7IKIbrjLkLjDs0Fo9nmzCyv/m9F8yX2/z2yJN/A8z30n9/BJ9FuJBTvEh+7Nq4FK2a1QefIfj75++0Q5umWGEtSHMh56+bt8C3z5hWRgREQASeloDmiTXMnFPzxOFmwVXzxKf9S1K6Z0kgxrMsXGWLgAj4HgEqgnc8eu26Z5c2SJs6lcdKcvI+sHdnxIkd2+wMC+qV6KH9u+G5RzuIXTMsUbQAqPCgH19prlWtInLnzMbbx0ySxIksYVvC+DHeV19/a9zerFQpkqND66Yeg6n8zW1N+BnISe2pM+fpBEJht25e3yiL3bOIFSsWGltKAdt/34EjtvOprg6HA0P7dwcfQj1lcOXnq1i0dJUJatm0LnI+2iFuPFwsh8Nhdt8lffkl4ztv4XJzlSUCIiACoSUwdtJ0ZxZcEE2V8l3nvbsjUcKET8iGqTMDTLQYMWJg5OBeSJwoobl3tSg3qCy1/abOepjGvne/FsyXy7z54+7P+0Z1q5udx3S7f9OBfuFp+LaTN1lVqXwps7DM8j3Va9PWnebIFIZXqVAan+T8mM7HjMPhQJ+u7fDSiy885u9+M+7zmWY3OBX03Tu2AmWXexzeZ82cETWrlKcTS1eux527d43bk+WrzHFeviQAABAASURBVFnXl196AYP6dAEXAnjvargoTUUy/UIrs5kHFefFCuen06OZPGMeuMDOPuIif7x48TzG48aAT5vWM2G79h4EFeHmRpYIiIAIRBABzROfDrTmiU/HLUJSqZBITUAK7Ujdfaq8CIQ9gXUbt5pM48SJg2KFvE/AGOmF559DmtQp6cTho8fN1ZOVOlUKvP+f1J6C4HA4zCu/dmC5UsVs5xPX9OnSOP1+uPSj0+3JUaFcSY8TVTtulQplbCd27N7vdD+to3yZEl6TcueXHfj9pcu286mumTOlR4rkb3tNy1fq7z94YMLLlCxqrt6sOHFiI2vmD0zw4SPaoW1AyBIBEQgVAR7Zsf/gUZMHx76PH72hYjyCYf362+/gjlZG5W4hLk7S7cnwSCn7DaM9+w4ZhaynePTzL1OSF4+Gi63J33nLhH3/Q+jGaJNJCKzypYqDintPSahstRWrnmTHjt0HnMkqlvNzut0dCRMmMG86ufvb9zdv3jIfEOY934hiuXR7MzkeLZRy5/jJU2e9RYOvMmeFSxQtaI48o9uT4W+X/tf+uI4bf/5F51Mb7pAPLDGPhGE4d2+zr+j2Zmz2DD/0DM/SZvkyIiAC0Y+A5olP1+eaJz4dN6USgaAISKEdFCGFi0A0I8CVdzaZE9X3MuZG8nTZAzX8ACLj89xtXj2ZwBQSjP9ckiS8GMMdSMbhwXKN99fNmx5i/OvFV9P/vXvSZU9WGWIrT+h+GsNXgLmzyltaKv7tsL/+Crzedjxv13RpPS8M2PHt/uN9zoJlAu079u26DQ8XMK7++iuTyIQfAeUsAtGCAI+Y4rnPbGyObFl4CZHhcUl2giwfZrCdXq88JoKB/C5CYDtWg5JD9jgdlGxhWWFpUqVMHmh2znp5kB3nLlw0aWPFimktGv+74Gs83ayMGdK5+fx7e+rseTx49NFInitN2RCYqd+snTNxaGT/C9aiODOKaOYsM7i/B8YNT7l9+ccrsM8iX7h0VZAyu2iZ6qySMYGxNxFkiYAIiEAYE7DnGZonBh+s5onBZ6WYIhBSAj6u0A5pcxRfBEQgtAR+++3aU2Vx+84dr+niJ/D8+qydwBHDYTu9HqXBCK7xgjpD++WXXmQSryZp0odHbTDCtWt/8PLUhh+2DCyx6+67v/8X+NnfgeXDMPvDj3R7MjzP25N/UH63b3vvv6DSKlwEREAEbAK//37NduJVl+83OD2DcFy7ft0Zwz4SyenhwZEs6ctOX+6mdd64OYIrh4KSLW7Zhvo2KPlhyz17kcC1wD+u3zC3XOzlMWDmxosVmEx8WrnPosJC9kc0c9Y7SO6Of59LwlNuP63MZhsCY89wGRGInARUa18m8LTyIrDxKrjymVy8HbnIMFte0h2UXAlMJjJ9Us0TicFpNE90opDDxwhIoe1jHaLqiMCzJvDg0ccWOUH+csU8BNfMnjL6WVc9WpTvqhz31GC7/xjGj10Ft/8Yj2lkREAEIiEBVVkEQkHAVW60aFwn2HKfcqNwgTyhKDl6JA3sCBdX9hXKlgwR+xqPzjKPHhTVShEQAV8gYI9Zmif6Qm88WQfNE59kIp+oTUAK7ajdv2pdIAQU5JnASy88bwJu3rqJFMnfAT8QFRyTIpBznU2GEWzxHNbAivzll9+cwS88arPTIxI77P5jE/iKW3D6zo7DNDIiIAIiEBoCL7p8fPDnqyE/yuiF555zFm8fxeD08OBwjWMfYeEhWpT0st/YuX7jBu7ff/jtBG8NDUwmusqNGDFiBlvuU3Y8lySxtyLlHwwCruz/988/IWIf1A7DYBSvKCIgAiIQIgL2mBVZ54l2YwOTiYyjeWLKJ+QRuciIgK8RkELb13pE9RGBcCDgcPz76mxQ2ad/P62JwvM0Dx+LvB8KPHr8lGmHN+vYidPOoP+kec/pjuwOu//Yjv2HHn6YjW4ZERABEYgIAvwAcMyYMU1Rew8cNteQWGnTpHJGP3z0pNPtzXH42MM4iRMlhP2BSG9xo5p/2tQPWVFenzl3IdDmnTh5xms4+yxGjIdTggOHn5AbXtMpIPQE+Ju1FyYOHTmOfyylduhzVQ4iIAIiEHwCDofmie60NE90J6J7EfBNAg+fXn2zbqqVCIhAGBGIFzeuM6d79+473Z4cxQvnd3pPmTHP6Y5sjsXL1iCw89PmL17hbFKeXB873WHjeHa5FCmQB7YyafrsBXjwIPBde8+upipZBEQgKhLgjt3sH31omsaFxQOHjhl3cC3uOqWClfH3HTyCi998R6dHs33XPtgfgsydMxtspazHyKH0jBfvoRwNSoaGspgQJc+TK5sz/uLla5xud8etW7ex5svN7t7O++effw7ZP8ps7vcfPAr7o1/G4xlavsg8rHHwN1ukYF6T7Q+XLmPdhq3GLUsEREAEIoqA5olPktY88Ukm8gmKgMKfBQEptJ8FdZUpAhFM4JVk/34065tvvw+09GxZMyF3jo9MnM3bdmPIyImB7hjih6rWfrkFX1381qTxFYtKkKGjJ3msztz5S7Fr70ETli1LJqRPl8a4o4LF3V4Vy5U0TeGOvQ7d+iMoBczOPfvBnWEmkSwREAERCCWBlk3rweF4uOOrVYcegSqlb968heuPPm5oF1u/dlXjpHz5rFNv/HXzprl3tX6++gu69h7s9Kpfq4rTHR6OV5ImNdkGJUNNpAiyCuX/BK+/+oopLWDRcux+JNeMh4vVa8AI/BrEB59bN29g+ow7hJu16RJonzHrH3/6GQuWrKQz3IwvMg+PxjZvVBtx4sQxWXfuOQj2WwfGw4P1+7U/MHPuQg8hkdBLVRYBEXjmBDRPfLwLNE98nIfmiY/z0J1vEZBC27f6Q7URgXAhkD5dWiRMkMDkPWnaXKxY/SXOnv/KTFip+L384xUTZlsjBvXCG6+/am4nTJmF4uVrYtrs+eARFqfPXsDBw8ewZMVadO87FNnzlwYnv1QumAQ+YmX64H1MmjoHdZt8hi83bcepM+exdccetOnYC936DDG15O6v/j07GndUsnp0auNU0i9duQ6FSlXB+MmzsGffIbD/Dh89gVXrNqLf4NHIU9QfNRu0Mr+FqMQgKrdFbRMBXyfA3b5U0rGeP125Cr8KtdGj3zBs3rbLGovPgTu3KYc6du+PHAXL4IwljxjXNuVKFUOBvLnM7YlTZ1G8XE3MCVgMvgJMZd/k6fNQ0r8W/nv5JxOnTo1KyJo5o3GHl8XFXubNMZQLvWwD5adtgjrDmmnD2sSKFQv9e3U0iugHD/428q73wJFmrD915hxWr9uEyrWbYuHSVcicKYOzeIfD4XTbDravfeum5pbPBCX9a6Nzz4FYv3Er2Ac023buxcSps1Gtbgt8UqQ8Fi1bbeKHl8U6MW9fYs76hLV55+03MbRfV9OPPA+9Us0maNmuO1as2QD+5tmXu/YcAJ/D6jdri+z5SmHStDlhXQ3lJwIiEE0JpNc80Xo20TxR88RoOgBE8mZHF4V2JO8mVV8EQkcgfvx4aFy/hsmEiudWHXoaBUEhvyqg+axzbxNmW8mSvoRlAdOcO7XPnb+IvoNGoXKtpkaJUNGabLXt3MdSMCzB1V9+NUdcxE8Q307uE9cBvTqZCTyV2I0/7WgUKlRuL1u13tSP561OGz8M76V619xHJSuB1RfzZ01A6ZJFTLP4GvPQURNRrV4L03/+1RuhZdvumDorAAxzOBxIlDChiStLBERABMKCQLtWTdC5bQvEiR0bd+7cxewvFqN+s3bWWFwH5ao2AOXQgiWrcOPGn08U53A4MGFkf5QoUsCE8ViR7n2HoWyV+vCv1hADho01O44dDgfq1qyMHp1am3jhaTWuVx0J4j+Uc1zoZRsoP21z5erV8Czea9758+TEoD6dEdtSbt+7fx8z5iwwY71fhTpo0bYbeIRIscL50Lp5A2ceceM+3A3s9HjkaNawFob062bJgwS4e/cuAhatQJNWnVG6Ul1j6jRug8EjJmDP/kPmSK/EiRI9Shk+F19lHh6tLeNXFNMnDMfLL71g2K5auxGt2vcwv3n2ZY0Gn5rnsM3bdoP9HN7sw6ONylMEIpiAigsmAc0TNU/UPDGYfyyK5nMEpND2uS5RhUQgfAh82rQexg3vh7y5syNZ0peNkiGwkqjUnjttLKgYrVqxDN5L+S4SJ05klNeJEiZAqhTJUbJoQfTr0QH7tq5EFpfdX4HlG1FhiRMnxIJZE9Gry2f4MGN68KNLfKU3+dtvGgXIptXzkevR0SoRVaeILCeRpaAeM7QPVi+eBe5eTJc2tWHA87WplHn3nbdQuEAedOvYCju+XAK/4oWgfyIgAtGdQNi2nwup29YvBndrZ8yQzjkGJbJkSNrUKVHZvxSmTxwOHv3kXnK8ePEwYdQAzJ06BmUtZd+bb7yGuHHjGqUyx68qFUpj5cIZ6Nm5TbienW3XK5UlA1cvmQXKw5Qp3gEVAA6Hww5+ptfK/qWxdukcVCznhzdee9XIdypGc2XPilGDe2HS6EG4deuWs46BKUMrlffD7s0r0LV9S3ySM9vD54U4ccyRGHx2YF9R0fzFjPGYNmGYM8/wcPgy8/Bob/68ObFr4zLzXFUof2689moy85vnYsVLL75gnmVqV6tguLO/w6MOylMERCB6EtA8MYmRc5onxnQ+Z2meGD3HgsjW6hiRrcKqrwj4HIFIVCEqLWdNHoUD21fjwvGd+O7MPmOo+PXWjOwfZcbA3p2xcVUATu7fhK9P7sapg1tAhfD4kf1Ro0p5JH35JY/J7fyHD+jhMdz2ZLgd1/bzdM2RLYupL+Ny4u4pjqtf7NixQGXusoCpOLZ3Ay4c2wEqV6gAeSVZUteoT+UmN9Zl96blQaZnPBq21T3yW2+87mxXmxYN3YMRVPgTCVw80qdLAyr11y6dbRiw/84c3oqt6xZhyrghaFC7KnjutksSOUVABEQgzAi8/toraN+6KVYsmO4cgyhD1i+fh8F9u5qjRbjQ5q1Afuxx1JDeRtF3/uh22OPXoD5dkOH9tN6SGX+Opxx3aTiOGk8vVnDG8xTJ3zbycPPqBTh7eBu+Pb3XOXa75k/5xDJpKLfciwwq3DU+ZQbzoXH1d3fzbaOh/btZyujluGDJ90M712He9HEoW6qYiXruwtfmSivlu+/w4tXww54N61bHHGsxwTwvWLKT8pPuhXMmoXO7lsj5cRaPCwnPirnXxrgEsC/IkYZ94BL0hDOodgTVL0GFP1HgIw8u5PC5aur4Ydi7ZSX4m//qxC4c3rUOfJbp3a0dCubLDT7fPEqiiwiIgAiECQHNE3cEf54YDOLBea6ws6FcoqHssP3sK58vGEZD2WT729egwu14nq6aJ3qiIr/IREAK7cjUW6qrCIiACIiACIiACIiACISAwN9//42VazaYFFzMfVaLmKYCskRABERABERABERABEQgDAhIoR0GEJWFCIiACIQTAWUrAiIgAiIgAoES+Oa7H7wBCAIWAAAEdElEQVSG//PPP+bsZTsOjxTxGlkBIiACIiACIiACIiACz5KAyg4BASm0QwBLUUVABERABERABERABETAlwjwg82VajXF1JlfYM++Qzh99gIOHTmOOfOXoEzlepg5b5GpLndmN6pXw7hliUDUIqDWiIAIiIAIiIAIRDcCUmhHtx5Xe0VABERABESABGREQASiBAHuwj5w6Cj6DRmDavVaoKR/LVSo0Rjd+wzFiVNnTRtTvPsOZk8ehcSJEpp7WSIgAiIgAiIgAiIgAiIQmQlIoR3C3lN0ERABERABERABERABEfAVAmOH90XjetXxYcb0eOO1VxEvXlzEiRMHPC+7QN5cGNy3C9Yvm4t3k7/tK1VWPURABEQg0hBQRUVABERABHyTgBTavtkvqpUIiMBTEOCXn/kFaBp+8fkpslASERABERCB0BNQDhFIIEe2LOjcriWWBUzF7s3Lce7Idlw4tgP7t63C9InDUdm/tKXgjh2BNVJRIiACIiACIuBbBDRP9K3+UG1EICwISKEdFhSVhwiECQFlIgIiIAIiIAIiIAIiIAIiIAIiIAIiEPUJqIUiIAKhISCFdmjoKa0IiIAIiIAIiIAIiIAIiEDEEVBJIiACIiACIiACIiAC0Z6AFNrR/icgACIgAtGBgNooAiIgAiIgAiIgAiIgAiIgAiIgAiIQ9QlEhxZKoR0delltFAEREAEREAEREAEREAEREAERCIyAwkRABERABERABCIJASm0I0lHqZoiIAIiIAIi4JsEVCsREAEREAEREAEREAEREAEREAERiDgCUmhHHOvHS9KdCIiACIiACIiACIiACIiACIiACIhA1CegFoqACIiACIQpASm0wxSnMhMBERABERABERABEQgrAspHBERABERABERABERABERABNwJSKHtTkT3IhD5CagFIiACIiACIiACIiACIiACIiACIiACUZ+AWigC0ZKAFNrRstvVaBEQAREQAREQAREQARGIzgTUdhEQAREQAREQAREQgchKQArtyNpzqrcIiIAIPAsCKlMEREAEREAEREAEREAEREAEREAERCDqE/DhFkqh7cOdo6qJgAiIgAiIgAiIgAiIgAiIgAhELgKqrQiIgAiIgAiIQPgSkEI7fPkqdxEQAREQAREQgeARUCwREAEREAEREAEREAEREAEREAERCJKAFNpBIvL1CKqfCIiACIiACIiACIiACIiACIiACIhA1CegFoqACIiACJCAFNqkICMCIiACIiACIiACIhB1CahlIiACIiACIiACIiACIiACUYaAFNpRpivVEBEIewLKUQREQAREQAREQAREQAREQAREQAREIOoTUAtFIDIRkEI7MvWW6ioCIiACIiACIiACIiACIuBLBFQXERABERABERABERCBCCYghXYEA1dxIiACIiACJCAjAiIgAiIgAiIgAiIgAiIgAiIgAiIQ9QmEfQul0A57pspRBERABERABERABERABERABERABEJHQKlFQAREQAREQAQ8Evg/AAAA//+ift8JAAAABklEQVQDACDhr3Ne4/5nAAAAAElFTkSuQmCC" class="kg-image" alt="Contingent Workforce Management: How to Build and Run a Flexible Team" loading="lazy"></figure><p>The same logic recruiters use to <a href="https://hireflix.com/blog/recruitment-roi/">calculate recruitment ROI</a> applies here: (total value delivered minus total cost) divided by total cost, times 100.</p><p>Run your contingent program through that formula and you&#x2019;ll notice that a low hourly rate is not necessarily low cost if the worker needs extensive supervision or leaves early.</p><h3 id="blend-your-permanent-and-flexible-workforce">Blend Your Permanent and Flexible Workforce</h3><p>Contingent and permanent hiring should operate from one workforce plan. If you keep using temporary workers for the same role, that is usually a signal of a recurring capacity need, not a coincidence.</p><p>At the same time, not every recurring need should convert to a permanent seat. Seasonal demand, parental leave cover, project work, and uncertain workloads can justify staying flexible indefinitely.</p><p>Review contingent demand alongside headcount, vacancies, attrition, and overtime each quarter, so leadership can see where permanent capacity is enough and where flexible staffing is doing useful work.</p><h2 id="common-mistakes-to-avoid-when-running-a-contingent-workforce">Common Mistakes to Avoid When Running a Contingent Workforce</h2><p>Most contingent workforce problems are process problems, not hiring problems:</p><ol><li><strong>Hiring only once the workload is already urgent: </strong>Emergency sourcing narrows your talent pool and drives up cost. Build the bench before predictable demand arrives.</li><li><strong>Treating every worker type as the same:</strong> Employees, independent contractors, agency workers, and contract-firm workers carry different legal and operational obligations. Define the relationship before work starts.</li><li><strong>Giving temporary workers a weak onboarding experience: </strong>A short assignment still needs clear objectives, access, context, and a named manager. Poor onboarding costs you productivity before the worker has time to recover.</li><li><strong>Measuring activity instead of outcomes: </strong>Counting starts or hours worked does not tell you whether flexible hiring solved the capacity problem. Track speed, quality, cost, completion, and business impact together.</li></ol><h2 id="start-building-your-contingent-workforce-this-quarter">Start Building Your Contingent Workforce This Quarter</h2><p>A flexible workforce works best when you plan it before the pressure hits. Start with a short review this week: upcoming demand, recurring capacity gaps, critical skills, and the roles most likely to need temporary or project support.</p><p>Then build the operating system around that demand. Define your sourcing channels, screening standards, compliance checks, onboarding steps, and success measures. Do that and you get a workforce that flexes when you need it, without losing control or a good candidate experience along the way.</p><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text">What is contingent workforce management?</h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>Contingent workforce management is the structured process of planning, sourcing, screening, onboarding, and measuring nonpermanent workers. It covers temporary employees, agency workers, and independent contractors, connecting staffing decisions to compliance, cost, performance, and your broader workforce plan.</p></div></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text">What is an example of a contingent worker?</h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>A contingent worker is hired for work that is temporary, project-based, seasonal, or on-call, and not expected to continue indefinitely. Examples include a temporary administrative assistant covering parental leave, a project specialist hired for six months, or an agency worker supporting a seasonal rush.</p></div></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text">What is contingent workforce strategy?</h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>Contingent workforce strategy is the plan for deciding when, why, and how you use flexible workers. It covers demand forecasting, workforce mix, sourcing channels, worker classification, onboarding, performance measurement, and the path between contingent and permanent staffing.</p></div></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text">How do you improve contingent workforce management?</h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>Start by forecasting demand, building a qualified bench ahead of need, standardizing screening and onboarding, and verifying classification before anyone starts. Track cost and performance by role and supplier, then review the data regularly with HR, finance, and hiring managers to catch recurring needs early.</p></div></div>]]></content:encoded></item><item><title><![CDATA[Hireflix is now SOC 2 Type II certified 🎉]]></title><description><![CDATA[Hireflix has completed its SOC 2 Type II audit with zero exceptions. One more reason to trust the world's most user-friendly one-way video interview platform.]]></description><link>https://hireflix.com/blog/hireflix-soc-2-type-ii-certified/</link><guid isPermaLink="false">6a99a31d18402c0001420cdf</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Thu, 03 Sep 2026 16:52:03 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/09/soc2_og_final.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/09/soc2_og_final.png" alt="Hireflix is now SOC 2 Type II certified &#x1F389;"><p>We have some big news to share: <strong>Hireflix has completed its SOC 2 Type II audit... with zero exceptions.</strong> &#x1F60A;&#x1F64F;</p><p>We became <a href="https://hireflix.com/blog/soc2-compliant-one-way-video-interview-software/">SOC 2 Type I compliant back in 2022</a>, and now we have taken it a notch further.</p><h2 id="what-is-the-difference-between-type-i-and-type-ii">What is the difference between Type I and Type II?</h2><p>A Type I audit checks that a company&apos;s security controls are properly <strong>designed</strong> at a single point in time. A Type II audit goes much further: an independent auditor examines whether those controls actually <strong>operate effectively over a period of months</strong>, in the real world, day after day.</p><p>That is exactly what happened: the auditors spent months reviewing how we protect customer data... security, availability, confidentiality... and confirmed everything works exactly as it should. <strong>Not a single exception noted.</strong></p><h2 id="what-this-means-for-you">What this means for you</h2><p>Nothing changes in your day-to-day: your interviews keep working like always. But if your security or procurement team ever needs formal proof of how seriously we take your data, documentation is available: we can share our SOC 2 attestation letter, as well as Sections 1 and 2 of the report, upon request as part of any security review.</p><h2 id="what-the-audit-actually-covers">What the audit actually covers</h2><p>SOC 2 reports are built around the Trust Service Criteria defined by the AICPA. Security is the foundational criterion, the only one that is mandatory in every SOC 2 report, and the most comprehensive of all: it is where an independent auditor verified, over several months, how Hireflix protects candidate data and systems from unauthorized access... authentication, encryption, access controls, and incident response. Zero exceptions noted.</p><h2 id="security-features-built-into-hireflix">Security features built into Hireflix</h2><p>The certification formalizes protections that are already part of our product:</p><ul><li>Single sign-on (SSO) for enterprise identity providers (Okta, Azure AD, OneLogin, and more)</li><li>Encryption of candidate data and video in transit and at rest</li><li>Automatic data deletion on your schedule, so candidate recordings don&apos;t linger longer than you need them to</li><li>Access and usage logs, so your team has a full audit trail of who viewed what, and when</li><li>GDPR-compliant data handling for candidates and hiring teams based in the EU</li></ul><p></p><p>This is part of a bigger commitment: we keep working hard to make Hireflix the best one-way video interview platform in the world, and there is a lot coming in the next months. Stay tuned! &#x1F60A;</p><p>Thanks for being with us! &#x1F64F;</p><h2 id="faqs">FAQs</h2><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text"><strong>Is SOC 2 Type II different from ISO 27001?</strong></h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>They are different certifications, but both are extremely strong and heavily overlapping: both require an independent audit of how a company protects customer data. SOC 2 is the standard most widely recognized in North America (issued under AICPA standards), while ISO 27001 is its international counterpart. In practice, security teams treat them as broadly equivalent evidence of a mature security program.</p></div></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text"><strong>Is Hireflix GDPR compliant?</strong></h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>Yes, Hireflix is fully GDPR compliant, in addition to being SOC 2 Type II certified.</p></div></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text"><strong>Can I get proof of Hireflix&apos;s SOC 2 Type II certification?</strong></h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p>Yes. Our attestation letter and Sections 1 and 2 of the report are available upon request. Just reach out to the Hireflix team at support@hireflix.com in the context of your security review and we&apos;ll send them over.</p></div></div>]]></content:encoded></item><item><title><![CDATA[20 Entry-Level Interview Questions (Beyond "Tell Me About Yourself")]]></title><description><![CDATA[Discover 20 entry-level interview questions that reveal a candidate’s potential, judgment, and learning style, plus what a strong answer sounds like.]]></description><link>https://hireflix.com/blog/entry-level-interview-questions-to-ask-candidates/</link><guid isPermaLink="false">6a83fd4218402c0001420bd2</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Thu, 27 Aug 2026 19:39:34 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/08/Entry-level-Interview-Questions.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/08/Entry-level-Interview-Questions.png" alt="20 Entry-Level Interview Questions (Beyond &quot;Tell Me About Yourself&quot;)"><p>&quot;Tell me about yourself&quot; won&apos;t tell you much about someone who&apos;s barely started their career. Entry-level candidates rarely arrive with a tidy work history, so the questions built for senior hires tend to fall flat.</p><p>This guide hands you 20 entry-level interview questions that surface potential, judgment, and how a person learns, plus what a strong answer sounds like and how to probe for more.</p><h2 id="what-makes-a-good-entry-level-interview-question"><strong>What makes a good entry-level interview question?</strong></h2><p>The best entry-level interview questions do one thing above all: they reveal what someone could become, not just what they&apos;ve already done. The same principle drives any set of<a href="https://hireflix.com/blog/strategic-interview-questions-to-ask-candidates/"> strategic interview questions worth asking</a>, which is that they should make a candidate think rather than recite.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/Entry-level-interview.jpg" class="kg-image" alt="20 Entry-Level Interview Questions (Beyond &quot;Tell Me About Yourself&quot;)" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/Entry-level-interview.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/Entry-level-interview.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/Entry-level-interview.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/08/Entry-level-interview.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><h3 id="what-strong-questions-reveal"><strong>What strong questions reveal</strong></h3><p>A good question pulls out potential, judgment, motivation, communication, and the ability to learn. It works even when the candidate has no formal job to point to, because it lets them draw on school, internships, volunteer work, side projects, or a part-time gig.</p><p>Entry level candidates don&apos;t have a long list of previous jobs, so your questions need to accept transferable experience wherever it comes from. A candidate&apos;s educational background and analytical skills often come through more honestly in these answers than in any list of jobs they haven&apos;t had the chance to hold yet.</p><h3 id="what-to-avoid"><strong>What to avoid</strong></h3><p>Questions that reward a polished career story quietly punish people who haven&apos;t had a career yet. Ask a 22-year-old to walk you through &quot;your biggest professional achievement&quot; and you&apos;re often measuring confidence in a professional setting, not ability.</p><p>Candidates who&apos;ve done a few mock interviews can deliver a smooth response without showing an ounce of real judgment. Aim instead for transferable behaviors and growth potential, and treat interview polish as noise rather than signal.</p><h2 id="1-why-are-you-interested-in-this-role"><strong>1. Why are you interested in this role?</strong></h2><p>Start with motivation. This question tells you whether a candidate actually understands the role or just applied to everything in sight.</p><ul><li><strong>Strong answer:</strong> they connect the job to a real goal or interest, in words that clearly aren&apos;t lifted from the job description.</li><li><strong>Weak answer:</strong> a generic response that would fit any posting, delivered with enthusiasm but no specifics.</li></ul><p>When the reply stays generic, follow up: ask what stood out about the team, the work, or the company. A job seeker who ties the role to a real career goal and explains the connection tells you far more than one who mainly needs a paycheck.</p><h2 id="2-what-interests-you-about-working-here"><strong>2. What interests you about working here?</strong></h2><p>A candidate who researched your company can name what drew them in, whether that&apos;s the product, the company&apos;s mission, or the people. Surface-level enthusiasm (&quot;great culture!&quot;) is easy to spot next to real alignment.</p><p>Push a little and ask what they noticed specifically. Curiosity and intention are what you&apos;re after, not flattery aimed at a potential employer.</p><h2 id="3-tell-me-about-a-project-youre-especially-proud-of"><strong>3. Tell me about a project you&apos;re especially proud of.</strong></h2><p>Ask this to hear what a candidate chose to pour effort into and why it mattered to them. The best answers move past describing a finished product and into the decisions the person actually owned.</p><p>Listen for:</p><ul><li>What they personally contributed, as opposed to what the group produced</li><li>A decision they made along the way, and their reasoning behind it</li><li>Why the project mattered to them beyond the grade or the deadline</li></ul><p>If they only narrate the outcome, dig in: what made it hard, and how did they approach it?</p><h2 id="4-tell-me-about-a-time-you-managed-competing-priorities"><strong>4. Tell me about a time you managed competing priorities.</strong></h2><p>Juggling matters more than most entry level roles let on. This question checks how someone organizes work and makes tradeoffs when everything feels urgent at once. Many candidates won&apos;t have a work example, and that&apos;s fine.</p><p>A packed exam week, a part-time job stacked against coursework, or an internship with a moving deadline all count. Listen for a real method and a sense of accountability rather than &quot;I just worked really hard.&quot;</p><h2 id="5-describe-a-time-you-worked-on-a-team-to-accomplish-something"><strong>5. Describe a time you worked on a team to accomplish something.</strong></h2><p>Teamwork questions expose whether someone knows their own place in a group. Watch for candidates who describe their specific contribution instead of hiding behind &quot;we did it.&quot;</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/Teamwork.jpg" class="kg-image" alt="20 Entry-Level Interview Questions (Beyond &quot;Tell Me About Yourself&quot;)" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/Teamwork.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/Teamwork.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/Teamwork.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/08/Teamwork.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Compare two versions of the same story. &quot;We built the presentation and got an A&quot; tells you nothing. &quot;I pulled the data and rebuilt the charts after our first draft confused everyone in the practice run&quot; tells you what they did, what went wrong, and how they responded. Ask what challenge the team ran into and what they personally did about it.</p><h2 id="6-tell-me-about-a-time-you-handled-a-setback"><strong>6. Tell me about a time you handled a setback.</strong></h2><p>Resilience is hard to fake. When you ask about a setback, you learn how a candidate reacts once a plan comes apart. The response you want carries ownership, a lesson, and an adjustment. Follow up on what they did next and what changed afterward.</p><p>Be wary of stories built on excuses or blame. Maturity shows up as a focus on action and improvement, even when the ending isn&apos;t a clean win.</p><h2 id="7-give-me-an-example-of-a-time-you-took-initiative"><strong>7. Give me an example of a time you took initiative.</strong></h2><p>The trick with this one is telling genuine initiative apart from vague ambition, and three details usually settle it:</p><ul><li>Something prompted them to act, and they can name what it was</li><li>Nobody told them to do it</li><li>It went somewhere, whether that&apos;s a result, a change, or a lesson</li></ul><p>Follow-through is the tell. Anyone can start something, but you&apos;re hiring for people who get the job done.</p><h2 id="8-tell-me-about-a-time-you-applied-feedback"><strong>8. Tell me about a time you applied feedback.</strong></h2><p>Coachability might be the most valuable trait in an entry-level hire. This question shows whether a candidate can take feedback without getting defensive and then do something with it.</p><p>Ask what changed after the feedback landed. A self-aware answer names a specific adjustment and the growth that followed. Someone who can&apos;t recall ever adapting to feedback is telling you something worth writing down.</p><h2 id="9-tell-me-about-a-time-you-had-to-ask-for-help"><strong>9. Tell me about a time you had to ask for help.</strong></h2><p>Knowing when to ask beats guessing every time. This one checks judgment and self-awareness: did the candidate recognize they were stuck, or spin their wheels in silence?</p><ul><li><strong>Good judgment sounds like:</strong> a real attempt to solve it first, a sensible choice of who to approach, and evidence they applied what they were told.</li><li><strong>Worth probing further:</strong> asking immediately without trying, or waiting so long the problem grew teeth.</li></ul><p>The behavior you&apos;re rewarding is knowing when to ask for advice, not the mere willingness to raise a hand.</p><h2 id="10-how-do-you-stay-organized-when-you-have-a-lot-to-do"><strong>10. How do you stay organized when you have a lot to do?</strong></h2><p>Organization is a habit, not a personality trait, so listen for the system. &quot;I&apos;m just really organized&quot; means little next to &quot;I keep a running list and re-rank it every Sunday night, and anything due within 48 hours moves to the top.&quot; One is a self-assessment, the other is a method you could watch someone use.</p><p>Ask for a specific busy stretch and how they got through it. The answer should point to something repeatable, not the willingness to grind harder when work piles up.</p><h2 id="11-tell-me-about-a-time-you-communicated-something-clearly"><strong>11. Tell me about a time you communicated something clearly.</strong></h2><p>Communication skills carry entry level employees further than almost anything else. Here you&apos;re checking clarity and audience awareness: did the candidate adjust how they explained something based on who was listening? Ask how they knew the other person understood.</p><p>A strong answer shows they changed their communication style to fit their audience, not that they just talked more. Explaining a group project to a professor is a different job from explaining it to a teammate who missed the meeting, and a candidate who understands that difference is showing you a transferable skill.</p><h2 id="12-describe-a-time-you-worked-with-someone-difficult"><strong>12. Describe a time you worked with someone difficult.</strong></h2><p>Watch whether the candidate focuses on behavior and resolution in their answer or slides into blame. Ask what made the interaction hard and what they did about it.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/Stress-at-work.jpg" class="kg-image" alt="20 Entry-Level Interview Questions (Beyond &quot;Tell Me About Yourself&quot;)" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/Stress-at-work.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/Stress-at-work.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/Stress-at-work.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/08/Stress-at-work.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Patience, perspective, and a little accountability are the markers. Someone who casts themselves as the pure victim of a &quot;difficult&quot; coworker is showing you how they&apos;ll frame conflict on your team.</p><h2 id="13-tell-me-about-a-time-you-solved-a-problem-on-your-own"><strong>13. Tell me about a time you solved a problem on your own.</strong></h2><p>Independence has a ceiling, and this question finds it. You want to hear how a candidate worked through something before reaching for help.</p><p>Three good follow-up questions:</p><ul><li>What did you try first, and why?</li><li>How did you know your solution had actually worked?</li><li>At what point would you have brought someone else in?</li></ul><p>The quality of the process beats the outcome. Thoughtful reasoning wins over a lucky guess, especially in someone still sharpening their problem solving skills.</p><h2 id="14-what-kind-of-environment-helps-you-do-your-best-work"><strong>14. What kind of environment helps you do your best work?</strong></h2><p>A self-aware candidate can describe the conditions that keep them productive and motivated, and you can compare that answer against the reality of the role and team. Someone who thrives in quiet solo focus may struggle on a loud, collaborative floor.</p><p>Keep it practical and ask what genuinely helps them concentrate. Grounded answers beat idealized ones about &quot;a place that values growth.&quot;</p><h2 id="15-tell-me-about-a-goal-you-set-and-worked-toward"><strong>15. Tell me about a goal you set and worked toward.</strong></h2><p>Follow-through over time can be tough to prove in a room. Look for planning, persistence, and a candidate who can walk you through both the effort and the result.</p><p>Ask why they picked that goal and how they stayed on track when motivation dipped. Discipline and self-direction are good predictors of how an early-career hire handles long stretches without hand-holding.</p><h2 id="16-how-do-you-handle-tasks-youve-never-done-before"><strong>16. How do you handle tasks you&apos;ve never done before?</strong></h2><p>Every entry-level hire runs into a wall of unfamiliar work, so adaptability isn&apos;t optional. What you&apos;re listening for is a method, and good ones tend to include some mix of:</p><ul><li>Breaking the task into pieces small enough to start on</li><li>Finding the information themselves before asking</li><li>Asking a specific question rather than &quot;I don&apos;t get it&quot;</li></ul><p>Freezing and guessing are the two failure modes. The sweet spot is confidence without overconfidence, someone willing to learn out loud rather than pretend they already know.</p><div class="kg-card kg-button-card kg-align-center"><a href="https://admin.hireflix.com/en/register" class="kg-btn kg-btn-accent">Try Hireflix for FREE for 30 Days</a></div><h2 id="17-tell-me-about-a-time-you-had-to-meet-a-deadline"><strong>17. Tell me about a time you had to meet a deadline.</strong></h2><p>This question checks whether a candidate can plan, feel the right amount of urgency, and actually finish on time.</p><p>One story about a tight deadline tells you plenty, particularly when it shows consistency instead of pure last-minute panic. Ask what steps kept them on track. Realistic time management, not heroics at 3 a.m., is the answer that predicts steady work.</p><h2 id="18-what-do-you-hope-to-learn-in-your-first-year"><strong>18. What do you hope to learn in your first year?</strong></h2><p>Ambition should point at learning, not just titles. This question surfaces a growth mindset and whether the candidate has thought seriously about developing in the job.</p><p>Notice the difference between &quot;I want to move up fast&quot; and &quot;I want to get comfortable enough with the reporting side that nobody has to check my numbers.&quot; The first is a wish, the second is a skill they&apos;ve clearly thought about earning. Ask which skills they most want to build, and listen for curiosity tied to the actual work rather than career aspirations in the abstract.</p><h2 id="19-tell-me-about-a-time-you-had-to-persuade-someone"><strong>19. Tell me about a time you had to persuade someone.</strong></h2><p>Influence isn&apos;t about volume. Here you&apos;re watching how a candidate builds a case and handles pushback. Ask what made the situation tricky and how it landed.</p><p>The answer should lean on reasoning and audience awareness rather than force. Someone who won people over by listening and adjusting their argument shows far more promise than someone who just insisted louder until everyone else gave up.</p><h2 id="20-why-should-we-hire-you-for-an-entry-level-role-like-this"><strong>20. Why should we hire you for an entry-level role like this?</strong></h2><p>Can the candidate connect their strengths and potential to the role without drifting into empty self-promotion? Ask what experiences, habits, or qualities make them ready to contribute.</p><p>The strongest answers stay grounded in evidence and lean toward a readiness to learn, which is where transferable skills and honest motivation should show up in the same breath.</p><h2 id="how-to-use-entry-level-interview-questions-more-effectively"><strong>How to use entry-level interview questions more effectively</strong></h2><p>A great list of questions only helps if you use it consistently. Two habits make the difference between a fair read and a coin flip.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/List-of-questions.jpg" class="kg-image" alt="20 Entry-Level Interview Questions (Beyond &quot;Tell Me About Yourself&quot;)" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/List-of-questions.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/List-of-questions.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/List-of-questions.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/08/List-of-questions.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><h3 id="standardize-around-the-role"><strong>Standardize around the role</strong></h3><p>Ask the same core<a href="https://hireflix.com/blog/screening-interview-questions/"> screening questions</a> of every candidate applying for the same job. That consistency is what lets you compare people fairly instead of rewarding whoever interviews most smoothly.</p><p>Score each response against a simple rubric, say 1 to 5, so your hiring team weighs evidence rather than charisma. And keep the questions tied to the job description, so you&apos;re testing for what the role actually demands and not for general interview polish. </p><p>When every interviewer works from the same questions and the same scale, your notes line up, and a successful interview stops depending on which person happened to run it.</p><h3 id="adapt-to-early-career-candidates"><strong>Adapt to early-career candidates</strong></h3><p>Meet entry level candidates where they are. Accept examples from school, internships, volunteer work, extracurriculars, and part-time jobs, since most won&apos;t have a formal previous job to lean on.</p><p>What you&apos;re measuring is potential, learning ability, and behavior, not the length of a resume. That&apos;s the whole point of an<a href="https://hireflix.com/blog/find-the-right-person-for-the-job-more-efficiently-with-an-assessment-interview/"> assessment-style interview</a>: you&apos;re judging what a person can actually do. </p><p>A candidate with strong transferable skills and obvious growth potential will often outrun one whose work history is a little longer but a lot shallower.</p><h2 id="build-better-entry-level-interviews"><strong>Build better entry-level interviews</strong></h2><p>The right entry-level interview questions help you clearly see potential and compare candidates on evidence instead of nerves. </p><p>Ask them consistently and you&apos;ll spot the people who&apos;ll grow into the role, not just the ones who rehearsed the hardest. </p><p>These aren&apos;t the common interview questions a candidate has already memorized clean answers to; they reward real thinking in the moment.</p><p>If you&apos;d rather ask the same questions of every applicant without booking twenty separate calls, Hireflix lets you run them as structured<a href="https://hireflix.com/blog/one-way-interview/"> one-way video interviews</a>. </p><p>Every candidate answers the same questions on their own time, your team reviews the answers, and the comparison stays fair from the first applicant to the last. Want to see it first? Watch a<a href="https://youtu.be/mwDFOgN2In0"> quick demo of the platform</a>.<br><br></p>]]></content:encoded></item><item><title><![CDATA[7 One-Way Video Interview Invitation Email Templates]]></title><description><![CDATA[Get seven ready-to-use one-way interview invitation email templates, one for every hiring situation. Copy any template, swap in your details, and hit send.]]></description><link>https://hireflix.com/blog/email-invitation-templates-one-way-interviews/</link><guid isPermaLink="false">6a840d7b18402c0001420c18</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Tue, 25 Aug 2026 15:03:01 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/08/Email-templates.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/08/Email-templates.png" alt="7 One-Way Video Interview Invitation Email Templates"><p>A<a href="https://hireflix.com/blog/one-way-interview/"> one-way video interview</a> only works if candidates actually finish it, and that starts with sending the right invitation email. Below are seven ready-to-use one-way interview invitation email templates, one for every hiring situation.</p><p>Copy any template, swap in your details, and send an interview invitation that supports interview completion rates and the overall candidate experience.</p><h2 id="1-standard-one-way-interview-invitation-template"><strong>1. Standard one-way interview invitation template</strong></h2><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/Email.jpg" class="kg-image" alt="7 One-Way Video Interview Invitation Email Templates" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/Email.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/Email.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/Email.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/08/Email.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>This one is a good default. It&apos;s written for candidates who&apos;ve cleared the resume review stage and are moving to the first screening step. The great thing about this format is the tone stays professional and clear enough to adapt across almost any job title.</p><p>Notice that it names the interview format in a sentence and spells out what happens after the candidate hits submit.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">

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    Subject: Your video interview for [Job Title] at [Company Name]
  </div>

  <div style="background:#f3f3f7; padding:28px; color:#3f3f46; font-size:16px; line-height:1.7;">

    <p style="margin:0 0 18px 0;">Hi [Candidate Name],</p>

    <p style="margin:0 0 18px 0;">
      Thanks for applying to the [Job Title] role at [Company Name]. We&apos;ve reviewed your resume and would like to move you to the next step: a short one-way video interview.
    </p>

    <p style="margin:0 0 18px 0;">
      Instead of scheduling a call, you&apos;ll record answers to a few questions on your own time. It takes about [Estimated Time], and you can do it from any device with a camera.
    </p>

    <p style="margin:0 0 18px 0;">
      <strong>Start here:</strong> [Interview Link]
    </p>

    <p style="margin:0 0 18px 0;">
      Please finish by [Deadline].
    </p>

    <p style="margin:0 0 18px 0;">
      Once you submit, our hiring team reviews your responses and follows up with next steps within [Timeframe]. Questions? Reply to this email or reach me at [Recruiter Email].
    </p>

    <p style="margin:0 0 18px 0;">Best,</p>

    <p style="margin:0;">
      [Recruiter Name]<br>
      [Recruiter Title], [Company Name]
    </p>

  </div>

</div><!--kg-card-end: html--><h2 id="2-short-and-direct-invitation-email-template"><strong>2. Short and direct invitation email template</strong></h2><p>This concise version keeps things brief without sounding too cold, and it puts the interview link and deadline right where the eye lands first. You can skip any background the candidate already picked up from earlier communication.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">

  <div style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff; padding:22px 28px; font-size:18px; font-weight:700; line-height:1.5;">
    Subject: Next step for [Job Title]: 10-minute video interview
  </div>

  <div style="background:#f3f3f7; padding:28px; color:#3f3f46; font-size:16px; line-height:1.7;">

    <p style="margin:0 0 18px 0;">Hi [Candidate Name],</p>

    <p style="margin:0 0 18px 0;">
      You&apos;re through to the next round for [Job Title]. Here&apos;s your one-way video interview:
    </p>

    <p style="margin:0 0 10px 0;">
      <strong>Record here:</strong> [Interview Link]
    </p>

    <p style="margin:0 0 10px 0;">
      <strong>Deadline:</strong> [Deadline]
    </p>

    <p style="margin:0 0 18px 0;">
      <strong>Time needed:</strong> about [Estimated Time]
    </p>

    <p style="margin:0 0 18px 0;">
      Answer the questions whenever suits you before the deadline. Stuck on anything?
    </p>

    <p style="margin:0 0 18px 0;">
      Email [Recruiter Email].
    </p>

    <p style="margin:0 0 18px 0;">Thanks,</p>

    <p style="margin:0;">
      [Recruiter Name]
    </p>

  </div>

</div><!--kg-card-end: html--><h2 id="3-warm-and-candidate-friendly-invitation-template"><strong>3. Warm and candidate-friendly invitation template</strong></h2><p>Some teams want the interview invitation to feel like a person wrote it. This template thanks the candidate for their interest and frames the recording as a chance to share more about their experience. Make it clear they can record on their own time and that a real hiring team will follow up.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">

  <div style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff; padding:22px 28px; font-size:18px; font-weight:700; line-height:1.5;">
    Subject: We&apos;d love to hear more from you, [Candidate Name]
  </div>

  <div style="background:#f3f3f7; padding:28px; color:#3f3f46; font-size:16px; line-height:1.7;">

    <p style="margin:0 0 18px 0;">Hi [Candidate Name],</p>

    <p style="margin:0 0 18px 0;">
      Your application for [Job Title] stood out, and we&apos;d like to get to know you a little better. The next step is a relaxed video interview where you record short answers to a few questions about your experience.
    </p>

    <p style="margin:0 0 18px 0;">
      There&apos;s no live call to book, so you can do this whenever you feel at your best, as long as it&apos;s before [Deadline]. Most people finish in around [Estimated Time].
    </p>

    <p style="margin:0 0 18px 0;">
      <strong>When you&apos;re ready:</strong> [Interview Link]
    </p>

    <p style="margin:0 0 18px 0;">
      We watch every response ourselves, not an algorithm, and we&apos;ll get back to you with next steps soon after. If you&apos;d like anything cleared up first, just reply here.
    </p>

    <p style="margin:0 0 18px 0;">Warmly,</p>

    <p style="margin:0;">
      [Recruiter Name]<br>
      [Company Name]
    </p>

  </div>

</div><!--kg-card-end: html--><h2 id="4-formal-one-way-video-interview-invite"><strong>4. Formal one-way video interview invite</strong></h2><p>Corporate, enterprise, and regulated environments usually call for a more polished, structured invitation email. Keep the language precise, give clear instructions, and drop the casual phrasing.</p><p>This version states where the candidate sits in the hiring process, names what the <a href="https://hireflix.com/blog/digital-interview/">one-way digital interview</a> is meant to evaluate, and hands over full contact information for anything technical.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">

  <div style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff; padding:22px 28px; font-size:18px; font-weight:700; line-height:1.5;">
    Subject: Invitation to complete a video interview for [Job Title]
  </div>

  <div style="background:#f3f3f7; padding:28px; color:#3f3f46; font-size:16px; line-height:1.7;">

    <p style="margin:0 0 18px 0;">Dear [Candidate Name],</p>

    <p style="margin:0 0 18px 0;">
      Following our review of your application for the position of [Job Title] at [Company Name], we are pleased to invite you to the next stage of the recruitment process: a one-way video interview.
    </p>

    <p style="margin:0 0 18px 0;">
      This stage assesses [e.g., communication skills and role-specific competencies] in a consistent format, with every candidate answering the same set of questions.
    </p>

    <p style="margin:0 0 10px 0;">
      Please complete your interview using the link below by <strong>[Deadline]</strong>:
    </p>

    <p style="margin:0 0 18px 0;">
      <strong>[Interview Link]</strong>
    </p>

    <p style="margin:0 0 18px 0;">
      The interview takes approximately [Estimated Time] and can be completed on any device with a camera and internet connection. Should you encounter technical difficulties or have questions about the process, please contact [Recruiter Name] at [Recruiter Email] or [Phone Number].
    </p>

    <p style="margin:0 0 18px 0;">
      We look forward to reviewing your responses.
    </p>

    <p style="margin:0 0 18px 0;">Kind regards,</p>

    <p style="margin:0;">
      [Recruiter Name]<br>
      [Title], [Company Name]
    </p>

  </div>

</div><!--kg-card-end: html--><div class="kg-card kg-button-card kg-align-center"><a href="https://admin.hireflix.com/en/register" class="kg-btn kg-btn-accent">Try Hireflix for FREE for 30 Days</a></div><h2 id="5-high-volume-hiring-invitation-email-template"><strong>5. High-volume hiring invitation email template</strong></h2><p>When you&apos;re screening hundreds of applicants for retail, customer support, seasonal, campus, or warehouse roles, the invite has to survive bulk sending and still read like it respects the person opening it.</p><p>Keep the personalization placeholders for name, role, location, deadline, and link, and remind candidates that everyone answers the same core questions so reviews stay fair and consistent.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">

  <div style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff; padding:22px 28px; font-size:18px; font-weight:700; line-height:1.5;">
    Subject: [Job Title] at [Company Name] ([Location]): quick video interview
  </div>

  <div style="background:#f3f3f7; padding:28px; color:#3f3f46; font-size:16px; line-height:1.7;">

    <p style="margin:0 0 18px 0;">Hi [Candidate Name],</p>

    <p style="margin:0 0 18px 0;">
      Thanks for applying for the [Job Title] role with our [Location] team. The next step is a short video interview you can record straight from your phone.
    </p>

    <p style="margin:0 0 10px 0;">
      <strong>Record here:</strong> [Interview Link]
    </p>

    <p style="margin:0 0 10px 0;">
      <strong>Finish by:</strong> [Deadline]
    </p>

    <p style="margin:0 0 18px 0;">
      <strong>Time needed:</strong> about [Estimated Time]
    </p>

    <p style="margin:0 0 18px 0;">
      Every applicant answers the same core questions, so it&apos;s a fast, fair way for us to get to know you. If the link gives you any trouble, reach us at [Support Email].
    </p>

    <p style="margin:0 0 18px 0;">Thanks,</p>

    <p style="margin:0;">
      [Company Name] Hiring Team
    </p>

  </div>

</div><!--kg-card-end: html--><h2 id="6-reminder-email-template-for-incomplete-interviews"><strong>6. Reminder email template for incomplete interviews</strong></h2><p>Plenty of invited candidates go quiet before the deadline, and a good nudge helps recover a surprising number of them.</p><p>Send this to anyone who&apos;s been invited but hasn&apos;t recorded their interview yet. Keep it helpful rather than impatient, repeat every detail they need, and make it easy to ask for help.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">

  <div style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff; padding:22px 28px; font-size:18px; font-weight:700; line-height:1.5;">
    Subject: Reminder: your [Job Title] video interview closes [Deadline]
  </div>

  <div style="background:#f3f3f7; padding:28px; color:#3f3f46; font-size:16px; line-height:1.7;">

    <p style="margin:0 0 18px 0;">Hi [Candidate Name],</p>

    <p style="margin:0 0 18px 0;">
      Just a friendly nudge. Your one-way video interview for [Job Title] is still open, and we&apos;d hate for you to miss the window on this upcoming interview.
    </p>

    <p style="margin:0 0 10px 0;">
      <strong>Pick it up here:</strong> [Interview Link]
    </p>

    <p style="margin:0 0 10px 0;">
      <strong>Deadline:</strong> [Deadline]
    </p>

    <p style="margin:0 0 18px 0;">
      <strong>Time needed:</strong> about [Estimated Time]
    </p>

    <p style="margin:0 0 18px 0;">
      Record whenever works for you before then. If something&apos;s getting in the way, whether it&apos;s the tech or the timing, reply to this email and we&apos;ll sort it out with you.
    </p>

    <p style="margin:0 0 18px 0;">Best,</p>

    <p style="margin:0;">
      [Recruiter Name]
    </p>

  </div>

</div><!--kg-card-end: html--><h2 id="7-entry-level-candidate-invitation-email-template"><strong>7. Entry-level candidate invitation email template</strong></h2><p>Applicants who are new to the job market or the industry need a bit more context before they&apos;ll feel ready to hit record for an <a href="https://hireflix.com/blog/on-demand-video-interviewing/">on-demand video interview</a>.</p><p>Give them a sense of the role and why you&apos;re interested, and don&apos;t assume they already understand how a one-way interview works. Frame it as a flexible first step and leave the door open for questions.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">

  <div style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff; padding:22px 28px; font-size:18px; font-weight:700; line-height:1.5;">
    Subject: An invitation to interview for [Job Title] at [Company Name]
  </div>

  <div style="background:#f3f3f7; padding:28px; color:#3f3f46; font-size:16px; line-height:1.7;">

    <p style="margin:0 0 18px 0;">Hi [Candidate Name],</p>

    <p style="margin:0 0 18px 0;">
      We enjoyed reading your application for [Job Title]. This is an entry-level role on our [Team/Department], and [Company Name] is a place where people early in their careers get real responsibility and plenty of support. Your [specific detail from application] is exactly what caught our eye.
    </p>

    <p style="margin:0 0 18px 0;">
      As a first step, we&apos;d like you to complete a one-way video interview. You&apos;ll record short answers to a few questions on your own schedule, with no live call and no pressure to make it perfect. It takes about [Estimated Time].
    </p>

    <p style="margin:0 0 18px 0;">
      <strong>Start whenever you&apos;re ready, any time before [Deadline]:</strong> [Interview Link]
    </p>

    <p style="margin:0 0 18px 0;">
      New to video interviews, or want to hear more about the job first? Just reply to this email and we&apos;ll walk you through it.
    </p>

    <p style="margin:0 0 18px 0;">Best,</p>

    <p style="margin:0;">
      [Recruiter Name]<br>
      [Company Name]
    </p>

  </div>

</div><!--kg-card-end: html--><h2 id="best-practices-for-customizing-one-way-interview-invitation-email-templates"><strong>Best practices for customizing one-way interview invitation email templates</strong></h2><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/Customize-email.jpg" class="kg-image" alt="7 One-Way Video Interview Invitation Email Templates" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/Customize-email.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/Customize-email.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/Customize-email.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/08/Customize-email.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>A template gets you 80% of the way. The last 20% depends on how you tailor it for the role you&#x2019;re hiring for. There&#x2019;s two habits that can help you boost interview completion rates through your email invites:</p><h3 id="personalize-more-than-the-first-name"><strong>Personalize more than the first name</strong></h3><p>Swapping in the candidate name is table stakes. Go further and adjust the greeting, role description, and any other area that can encourage them to proceed with the interview. You can also add a line that reminds them where they are in the process.</p><p>It also helps to say why your company uses one-way interviews in the first place. Candidates relax once they understand that the format saves them the scheduling back-and-forth of a phone interview and lets them record on their own time.</p><p>Spell out what comes next, too. If a strong one-way round leads to a live virtual interview, a group interview, or a panel interview, tell them, and let them know an interview date, calendar invitation, and confirmation will follow.</p><h3 id="avoid-the-mistakes-that-tank-completion"><strong>Avoid the mistakes that tank completion</strong></h3><p>Most invitation email failures trace back to the same handful of slips:</p><ul><li>Vague instructions leave candidates guessing.</li><li>A missing deadline removes any reason to act now.</li><li>Unclear next steps make the whole thing feel like a black hole.</li><li>Robotic phrasing reads like an automated rejection filter, which is the fastest way to lose a potential employee who has options.</li></ul><p>The fix is simple. Write like a human, name a real deadline, and always include a genuine support path, a person and their contact information, so nobody who wants the job gets stuck on a broken link. Warm, specific<a href="https://hireflix.com/blog/candidate-centric-hiring-strategies-for-creating-a-positive-and-engaging-experience/"> candidate communication</a> is what separates engaging emails from the ones that get archived unread.</p><h2 id="how-hireflix-helps-teams-send-one-way-interview-invitations-at-scale"><strong>How Hireflix helps teams send one-way interview invitations at scale</strong></h2><p>One-way interview invitation templates still need somewhere to live so you can easily access them when needed. </p><p>Hireflix supports parametrized, editable communication templates within our video interviewing platform, so your team can personalize each interview invitation without rewriting it from scratch every time.</p><p>Set the wording once, drop in the placeholders, and every invite goes out on-brand and on-message. Prefer to see it before you set anything up? Watch a<a href="https://youtu.be/mwDFOgN2In0"> quick demo of Hireflix in action</a>.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/Hireflix-Demo-1.png" class="kg-image" alt="7 One-Way Video Interview Invitation Email Templates" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/Hireflix-Demo-1.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/Hireflix-Demo-1.png 1000w, https://hireflix.com/blog/content/images/2026/08/Hireflix-Demo-1.png 1470w" sizes="(min-width: 720px) 720px"></figure><p>How you send depends on the workflow. Fire off individual invites for one-off roles, upload a bulk CSV for a hiring surge, or drop a shareable interview link into a job post so candidates start whenever they land on it. Hireflix also<a href="https://hireflix.com/en/integrations"> connects to your ATS</a> and tracks who saw the invitation and who to remind.</p><p>Put together, that&apos;s less manual work per candidate and a cleaner view of where people drop off (which is where your reminder template will earn its keep).</p><h2 id="send-better-one-way-interview-invitations"><strong>Send better one-way interview invitations</strong></h2><p>A sharper invitation email does three things at once: it cuts confusion, lifts completion rates, and makes the whole process feel smoother from the candidate&apos;s side. The seven templates above give you a starting point for every scenario, and the best practices turn a decent invite into one people actually act on.</p><p>If you&apos;d rather manage all of it in one place, from templated invites to open tracking to bulk sending, try Hireflix and send your next round of one-way interview invitations the easy way.</p>]]></content:encoded></item><item><title><![CDATA[Top 12 Competency-Based Interview Questions]]></title><description><![CDATA[ This guide walks through 12 competency-based interview questions worth asking, what each one measures, and the kind of answer to look for.]]></description><link>https://hireflix.com/blog/competency-based-interview-questions/</link><guid isPermaLink="false">6a829eb218402c0001420b86</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Thu, 20 Aug 2026 21:10:52 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/08/Hireflix-vs-template.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/08/Hireflix-vs-template.png" alt="Top 12 Competency-Based Interview Questions"><p>Competency-based interviews are a fantastic way to see past a polished resume and into what a candidate is actually capable of. Instead of asking what a candidate would do, they ask what a candidate actually did, then weigh the answer against the skills the role demands. </p><p>This guide walks through 12 competency-based interview questions worth asking, what each one measures, and the kind of answer that signals real ability. Use them to hire on evidence instead of just following your gut.</p><h2 id="what-is-a-competency-based-interview"><strong>What is a competency-based interview?</strong></h2><p>A competency-based interview measures a candidate against the specific skills a job requires, using their real past behavior as the evidence. Rather than a loose chat, it&apos;s a structured interview: interviewers ask the same behavioral questions of everyone and score the answers against predefined criteria or a rubric.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/Competency-based-itnerview.jpg" class="kg-image" alt="Top 12 Competency-Based Interview Questions" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/Competency-based-itnerview.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/Competency-based-itnerview.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/Competency-based-itnerview.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/08/Competency-based-itnerview.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>That structure is what makes it fairer and more predictive than the unstructured interviews many teams still run, where a likeable candidate can coast on charm alone. Because the focus stays on demonstrated skill, competency questions speak to one side of the familiar<a href="https://hireflix.com/blog/hiring-for-cultural-fit-vs-skill-set/"> skill set versus cultural fit</a> debate: the evidence-based side.</p><p>Most competency questions fall into three buckets:</p><ul><li><strong>Behavioral</strong> questions ask for a real past example showing how someone handled a competency in practice.</li><li><strong>Situational</strong> questions ask how a candidate would approach a hypothetical scenario tied to the role.</li><li><strong>Technical</strong> questions test the job-specific knowledge or task capability the specific role needs.</li></ul><p>The bulk of this list is behavioral, since past behavior remains the best available signal for future performance.</p><h2 id="what-answers-to-look-for"><strong>What answers to look for</strong></h2><p>Great answers have a shape, and the STAR method is the fastest way to spot it. When a candidate walks you through a story, listen for four parts:</p><ul><li><strong>Situation:</strong> the context or problem they were facing.</li><li><strong>Task:</strong> the specific responsibility, goal, or challenge that fell to them.</li><li><strong>Action:</strong> the steps they personally took.</li><li><strong>Result:</strong> the outcome, ideally with a measurable impact.</li></ul><p>Weak answers jump straight to the result or get stuck circling the context. The Action is where the real signal lives, so when someone glosses over what they actually did, treat that as your cue to dig in. </p><p>Plenty of candidates rehearse a polished sample answer through interview preparation or a mock interview, and STAR is how you tell a memorized story from a lived one.</p><h2 id="top-12-competency-based-interview-questions"><strong>Top 12 competency-based interview questions</strong></h2><p>Here are the questions themselves, running loosely from adaptability and problem-solving through to leadership, foresight, and judgment. </p><p>Each comes with the competency it targets and the signal to listen for in a strong answer. Pick the handful that map to your role rather than firing off all twelve at once, and pair each with the STAR-based follow-ups above.</p><h3 id="1-tell-me-about-a-time-you-had-to-adapt-to-a-major-change-at-work"><strong>1. Tell me about a time you had to adapt to a major change at work.</strong></h3><p>Adaptability is the competency here, and it&apos;s one of the most transferable skills a hire can bring. Listen for how the candidate responded when expectations shifted or the ground moved under them.</p><p>Three things separate a real answer from a rehearsed one:</p><ul><li>They name what specifically changed, not just that &quot;things got busy&quot;</li><li>They describe an adjustment they chose to make, rather than change that simply happened around them</li><li>They can say how it turned out, even if the ending was messy</li></ul><p>Be skeptical of anyone who labels themselves &quot;flexible&quot; with no example behind the word.</p><h3 id="2-give-me-an-example-of-a-time-you-had-to-prioritize-tasks-under-pressure"><strong>2. Give me an example of a time you had to prioritize tasks under pressure.</strong></h3><p>Pressure exposes judgment. This question checks how a candidate decides what matters most when time or resources run short, and for, say, a project manager juggling five workstreams, that decision is practically the whole job.</p><p>You want structure, clear tradeoffs, and follow-through, not a story that ends in &quot;so I stayed late.&quot; Ask what competing priorities were in play and how they chose between them. A good answer to a tight deadline shows thoughtful prioritization rather than a willingness to burn extra hours.</p><h3 id="3-tell-me-about-a-time-you-solved-a-difficult-problem"><strong>3. Tell me about a time you solved a difficult problem.</strong></h3><p>Almost every role rests on problem-solving. Trace how the candidate defined the problem, gathered information, and settled on a solution.</p><p>The revealing follow-up is about the road not taken. Ask what alternatives they weighed and why they went the way they did. &quot;I&apos;m a natural problem solver&quot; collapses the moment you ask someone to walk through their reasoning, while a candidate who genuinely thought it through will happily talk you past the decision point and into the tradeoffs.</p><h3 id="4-describe-a-situation-where-you-had-to-communicate-a-difficult-idea-clearly"><strong>4. Describe a situation where you had to communicate a difficult idea clearly.</strong></h3><p>Communication skills separate people who understand something from people who can help others understand it. Watch how the candidate tailored a complex or sensitive message to their audience.</p><p>Useful probes here:</p><ul><li>How did you know the other person actually understood?</li><li>What did you change about your explanation partway through?</li><li>What would you say differently now?</li></ul><p>Effective communication is about shared understanding, not the volume of information a candidate pushed across the table.</p><h3 id="5-tell-me-about-a-time-you-supported-a-colleague-who-was-struggling"><strong>5. Tell me about a time you supported a colleague who was struggling.</strong></h3><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/Pair-work-1.jpg" class="kg-image" alt="Top 12 Competency-Based Interview Questions" loading="lazy" width="2000" height="1125" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/Pair-work-1.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/Pair-work-1.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/Pair-work-1.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/08/Pair-work-1.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Empathy, teamwork, and interpersonal skills all surface in the small moments this question targets. Notice first whether the candidate spotted the problem without being told, which reveals a lot about their awareness of others. Then check that they offered useful help without abandoning their own responsibilities.</p><p>Ask what the colleague needed and how they decided what to offer. The mark of maturity is appropriate support, not taking over someone else&apos;s work to look good in the process.</p><h3 id="6-describe-the-most-challenging-negotiation-youve-handled"><strong>6. Describe the most challenging negotiation you&apos;ve handled.</strong></h3><p>Negotiation reveals commercial judgment and a streak of strategic thinking. Look at how the candidate prepared, ranked their priorities, and read the other party&apos;s position.</p><ul><li><strong>Encouraging signs:</strong> they understood what the other side needed, they knew which concessions they could afford, and the outcome held up afterward.</li><li><strong>Warning signs:</strong> the story is mostly about winning, the other party is described as unreasonable, or the deal collapsed later.</li></ul><p>The tell is whether they aimed for something workable or simply tried to come out on top.</p><h3 id="7-whats-a-skill-youve-significantly-improved-and-how-has-it-changed-the-way-you-work"><strong>7. What&apos;s a skill you&apos;ve significantly improved, and how has it changed the way you work?</strong></h3><p>Self-awareness and a commitment to development drive this one. A strong candidate names a genuine area of growth and describes deliberate work on it, not improvement that accumulated through repetition.</p><p>Then look for the payoff. &quot;I got better at public speaking&quot; means little on its own; &quot;I stopped writing scripts and started using three bullet points, and my demos stopped running over&quot; tells you something happened. Growth that shows up in outcomes is the kind worth paying for.</p><h3 id="8-what-was-the-last-thing-you-taught-a-team-member-and-how-did-you-approach-it"><strong>8. What was the last thing you taught a team member, and how did you approach it?</strong></h3><p>Teaching is knowledge-sharing under a microscope. Watch how the candidate broke the subject down and adapted to the learner in front of them, and whether they checked for understanding along the way rather than assuming it.</p><p>The real test is what happened next. Could the other person apply what they learned without constant hand-holding? Explaining something well enough to make someone else independent is a genuine leadership skill, and it&apos;s rarer than it sounds.</p><h3 id="9-tell-me-about-a-time-you-spotted-a-potential-problem-before-it-became-serious"><strong>9. Tell me about a time you spotted a potential problem before it became serious.</strong></h3><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/08/image.png" class="kg-image" alt="Top 12 Competency-Based Interview Questions" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/08/image.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/08/image.png 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/08/image.png 1600w, https://hireflix.com/blog/content/images/2026/08/image.png 2000w" sizes="(min-width: 720px) 720px"></figure><p>Foresight is valuable, and this question brings it into view. You&apos;re looking for how the candidate noticed early warning signs others missed, whether they gathered enough evidence before raising the alarm, and who they pulled in once they did.</p><p>A convincing answer ends with risk reduced, disruption avoided, or an outcome improved. That&apos;s someone who can act on a hunch responsibly instead of either ignoring it or overreacting to it.</p><h3 id="10-describe-a-time-you-introduced-a-new-idea-or-procedure-and-met-resistance"><strong>10. Describe a time you introduced a new idea or procedure and met resistance.</strong></h3><p>Change leadership and stakeholder management live here. Listen for how the candidate made the case for change and, more tellingly, how they handled the pushback.</p><p>Sort their answer into one of three patterns:</p><ul><li><strong>They listened and adapted.</strong> Objections changed the plan for the better. Best outcome.</li><li><strong>They listened and held firm.</strong> They heard the concern, explained why it didn&apos;t change the decision, and brought people along anyway. Also fine.</li><li><strong>They pushed through.</strong> Compliance without agreement, which tends to unravel the moment they stop pushing.</li></ul><p>The outcome you want is genuine adoption, not surface-level cooperation.</p><p><em>Want to see how Hireflix works in practice? <a href="https://youtu.be/mwDFOgN2In0">Watch the demo</a> to explore its features and workflow.</em></p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-2.png" class="kg-image" alt="Top 12 Competency-Based Interview Questions" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hireflix-Demo-2.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hireflix-Demo-2.png 1000w, https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-2.png 1470w" sizes="(min-width: 720px) 720px"></figure><h3 id="11-discuss-a-time-you-made-or-defended-an-unpopular-decision"><strong>11. Discuss a time you made or defended an unpopular decision.</strong></h3><p>Courage and accountability are hard to test, and this question gets close. Check whether the decision rested on evidence and clear priorities, and whether the candidate weighed the effect on other people before acting.</p><p>Ask how they explained it to those who disagreed. The strongest answers hold two things at once: standing firm on a sound decision while staying open to valid feedback. Stubbornness and conviction look identical until you probe the reasoning underneath.</p><h3 id="12-tell-me-about-a-task-where-attention-to-detail-was-critical"><strong>12. Tell me about a task where attention to detail was critical.</strong></h3><p>Precision protects everything downstream. Ask about the systems or checks the candidate used to catch mistakes before they shipped, then ask what could have gone wrong if they&apos;d missed one.</p><p>That second question matters more than the first. A good answer ties their care to a real stake: quality, safety, accuracy, or customer satisfaction. Attention to detail without a sense of what&apos;s at risk is just fussiness.</p><h2 id="how-to-use-competency-based-interview-questions-effectively"><strong>How to use competency-based interview questions effectively</strong></h2><p>A strong question list is only half the job. How you run the interview decides whether the answers mean anything.</p><h3 id="standardize-around-the-competencies"><strong>Standardize around the competencies</strong></h3><p>Ask the same core questions of every candidate applying for the same role, mapped to the key competencies in the job description. Score each answer against a<a href="https://hireflix.com/blog/find-the-right-person-for-the-job-more-efficiently-with-an-assessment-interview/"> rubric</a> so your interviewers compare evidence rather than impressions.</p><p>That&apos;s the difference between a structured interview that predicts future performance and an unstructured chat that mostly measures likeability. When recruiters and hiring managers share one rubric, their notes actually line up at decision time.</p><h3 id="sharpen-your-follow-up-and-scoring"><strong>Sharpen your follow-up and scoring</strong></h3><p>Don&apos;t take vague answers at face value. When a candidate skips ahead, probe for the situation, the action, and the result until you can picture exactly what they did.</p><p>Write down your assessment right after each interview, while it&apos;s fresh, instead of trusting your memory an hour later. It&apos;s a small habit with a real payoff, keeping your read on each candidate&apos;s ability honest and comparable across everyone you meet.</p><h2 id="build-better-interviews-with-competency-based-questions"><strong>Build better interviews with competency-based questions</strong></h2><p>Competency-based interview questions do one thing exceptionally well: they let you evaluate real behavior consistently, candidate after candidate, instead of reacting to whoever interviews most smoothly. </p><p>Pair the right questions with a shared rubric and the STAR method, and your hiring decisions start resting on evidence that employers can actually stand behind.</p><p>Hireflix makes that easy to run at scale. Ask every applicant the same competency-based questions as structured <a href="https://hireflix.com/blog/one-way-interview/">one-way video interviews</a>, review the responses whenever it suits your team, and keep the comparison fair from the first candidate to the last. Want to see it first? Watch a<a href="https://youtu.be/mwDFOgN2In0"> quick demo of the platform</a>.</p>]]></content:encoded></item><item><title><![CDATA[Skills-Based Hiring: A Practical Guide to Finding Better Talent]]></title><description><![CDATA[Great hiring means looking at what candidates can actually do. Discover what skills-based hiring is, how it compares to traditional hiring, and how to adopt it. ]]></description><link>https://hireflix.com/blog/skills-based-hiring-guide/</link><guid isPermaLink="false">6a605bf218402c0001420adc</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Mon, 17 Aug 2026 20:08:32 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/07/Skills-Based-Hiring.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/07/Skills-Based-Hiring.png" alt="Skills-Based Hiring: A Practical Guide to Finding Better Talent"><p>Great hiring happens when we look for what candidates can actually do. By prioritizing proven capability over resume checkboxes, you open the door to a wider, more diverse, and highly qualified talent pool.</p><p>This guide covers what skills-based hiring is and how it compares with traditional hiring. We also go through the steps to adopt it without upending your existing hiring process.</p><h2 id="what-is-skills-based-hiring"><strong>What Is Skills-Based Hiring?</strong></h2><p>Skills-based hiring evaluates candidates on demonstrated skill and job-relevant competencies rather than criteria like degrees, prior job titles, or years of experience. </p><p>Instead of asking who looks qualified on paper, you ask who can actually do the work. That one change can reshape how you write a job description, <a href="https://hireflix.com/blog/candidate-screening/">screen candidates</a>, and how you reach a hiring decision.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hiring-interview.jpg" class="kg-image" alt="Skills-Based Hiring: A Practical Guide to Finding Better Talent" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hiring-interview.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hiring-interview.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/Hiring-interview.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/Hiring-interview.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><h3 id="the-three-pillars-of-a-skills-based-approach"><strong>The three pillars of a skills-based approach</strong></h3><p>Every skills based hiring approach rests on the same foundation:</p><ul><li><strong>Required capabilities:</strong> The specific skill set the role actually needs, based on the work itself to reflect the actual, day-to-day reality of the job.</li><li><strong>Proficiency levels:</strong> How good someone has to be at each skill. &quot;Familiar with SQL&quot; and &quot;can build a reporting pipeline in SQL&quot; are different skill requirements, and blurring them together is where mis-hires often happen.</li><li><strong>Job-relevant outcomes:</strong> What success looks like in the first six months so a team member can be measured against it.</li></ul><h3 id="what-skills-based-hiring-is-not"><strong>What skills-based hiring is not</strong></h3><p>The best part of skills-based hiring is that it respects real-world credentials while opening up new talent pools. </p><p>For roles that require strict professional licenses, like nursing or engineering, those standards stay right where they are. Skills-based hiring just trims the unnecessary requirements for other roles so you can focus on who can actually do the work.</p><p>Experience and senior roles are just as important in this model too. The difference is that you focus on what people actually achieved during their time in the role.</p><p>A resume might show six years at a company, which tells you they stayed in the role. But what they built or fixed tells you if they have the skills you need. This is especially important for senior roles, where an impressive title on paper can sometimes hide a lack of hands-on capability.</p><h3 id="hard-skills-and-soft-skills"><strong>Hard skills and soft skills</strong></h3><p>Hard skills are teachable and testable. Writing SQL queries, running payroll, operating machinery, closing the books at month end. You can verify them with skills tests, work samples, or a portfolio.</p><p>Soft skills, sometimes called behavioral competencies, show up in how someone works: how they handle disagreement, explain a complicated idea to a frustrated customer, or decide what to drop when everything is urgent. These are still skills, and they&apos;re still accessible. Treating them as unmeasurable &quot;<a href="https://hireflix.com/blog/hiring-for-cultural-fit-vs-skill-set/">culture fit</a>&quot; is how bias creeps back into a process designed to reduce it.</p><h2 id="skills-based-hiring-vs-traditional-hiring"><strong>Skills-Based Hiring vs. Traditional Hiring</strong></h2><p>The two models diverge at nearly every stage of the hiring process, from how a job description gets written to how the final hiring decision gets made.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">
  <table style="width:100%; border-collapse:collapse; table-layout:auto;">
    <thead>
      <tr style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff;">
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:26%;"></th>
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:37%;">Skills-based hiring</th>
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:37%;">Traditional hiring</th>
      </tr>
    </thead>

    <tbody>

      <tr style="background:#f3f3f7;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Primary hiring signal</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Demonstrated skills and competencies</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Degrees, job titles, years of experience</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Screening method</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Skills assessments and structured criteria</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">R&#xE9;sum&#xE9; keywords, pedigree, education filters</td>
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      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Job description focus</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Skill requirements and measurable outcomes</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Tenure, credentials, generic responsibilities</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Evaluation method</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Structured interviews, scoring rubrics, simulations, one-way video</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Unstructured interviews and r&#xE9;sum&#xE9; review</td>
      </tr>

      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Talent pool reach</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Wider talent pool, open to non-traditional candidates</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Narrower pool, gated by credentials</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Bias and fairness</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Standardized, evidence-based evaluation</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">More exposed to pedigree and affinity bias</td>
      </tr>

      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Predictive value</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Tied directly to job performance</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Weak proxies that track performance loosely</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Quality of hire</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Better role fit, faster ramp-up, lower mis-hire risk</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Higher mis-hire risk, slower time to productivity</td>
      </tr>

    </tbody>
  </table>
</div><!--kg-card-end: html--><p>Traditional hiring methods made perfect sense for the time period they were built for. For a long time, credentials were highly reliable indicators for capability.</p><p>But today, the pathways to learning have expanded. A motivated candidate can build incredible expertise through a bootcamp, a targeted certification, hands-on side projects, or practical experience at a smaller, niche company.</p><p>Modernizing how you screen helps recognize these talented individuals who might otherwise slip through a standard resume filter.</p><h2 id="why-skills-based-hiring-matters-now"><strong>Why Skills-Based Hiring Matters Now</strong></h2><p>Employers are already loosening the credential filter, a shift often labeled as skills first hiring. As of November 2025, a slim majority (51%) of US job postings on Indeed listed no formal education requirement at all, and only about one in five asked for a bachelor&apos;s degree or higher,<a href="https://www.hiringlab.org/2026/01/28/where-do-college-degrees-still-matter-in-a-skills-first-job-market/"> according to Indeed&apos;s Hiring Lab</a>.</p><h3 id="a-wider-talent-pool"><strong>A wider talent pool</strong></h3><p>That change is happening for a reason. Roughly 72% of employers worldwide report difficulty filling roles,<a href="https://www.manpowergroup.com/en/insights/2026-global-talent-shortage"> per ManpowerGroup&apos;s 2026 Talent Shortage Survey</a>, and a talent shortage that stubborn is a strong argument for widening the funnel instead of defending the filter.</p><p>Focusing heavily on traditional credentials can accidentally hide some of your best candidates. Highly capable professionals, like career changers, self-taught specialists, and veterans transitioning to civilian roles, often possess exactly the practical skills you need.</p><p>Aligning your screening with actual job performance naturally opens the door to a much wider, richer talent pool, making it easy to connect with qualified people for your hardest-to-fill roles.</p><h3 id="less-room-for-bias"><strong>Less room for bias</strong></h3><p>Unstructured hiring practices leave a lot of room for gut feel. When two people are assessed through different questions or unspoken standards, the deciding factor often turns out to be familiarity: the same school, the same former employer, the same way of talking about work. That&apos;s affinity bias and credential bias, and good intentions don&apos;t remove either one.</p><p>Standardized evaluation does. When every applicant answers the same job-relevant questions and gets scored against the same rubric, you&apos;re comparing evidence instead of impressions.</p><h3 id="the-gap-between-saying-and-doing"><strong>The gap between saying and doing</strong></h3><p>Harvard Business School and the Burning Glass Institute tracked what actually happened after companies publicly dropped degree requirements and<a href="https://www.burningglassinstitute.org/research/skills-based-hiring-2024"> found the change reached fewer than 1 in 700 hires</a>. Most firms rewrote the job posting and left everything else untouched: the same screening habits, the same interviews, the same hiring manager instincts.</p><p>While updating your job postings is a great way to announce your intent, the actual evaluation process has to change to match.</p><h2 id="benefits-of-skills-based-hiring"><strong>Benefits of Skills-Based Hiring</strong></h2><p>When done correctly, skills-based hiring delivers real, measurable results for your organization. Here are the key benefits you can expect to see:</p><ul><li><strong>Better quality of hire:</strong> Candidates are assessed on what they can do, which predicts job performance far better than where they went to school.</li><li><strong>Faster ramp-up:</strong> A hire with proven, relevant skills starts contributing sooner, because you aren&apos;t training around a gap you never detected.</li><li><strong>Stronger retention:</strong> Better role fit reduces early turnover. People who can do the job, and who knew what the job was before they took it, tend to stay.</li><li><strong>Sharper role fit:</strong> Hiring decisions map to real job requirements instead of indirect signals like pedigree or an impressive-sounding previous title.</li><li><strong>Real internal mobility:</strong> Employees get considered for new roles on the strength of demonstrated skill and transferable skills, not just the job titles they&apos;ve held.</li><li><strong>Greater workforce agility:</strong> Teams staffed around transferable skills adapt faster when priorities shift, because you know who can do what.</li><li><strong>Better workforce planning:</strong> Skills visibility makes skill gaps easy to spot. You can see exactly where the skills gap sits today, plan hiring against it, and stop guessing.</li></ul><p>None of this asks you to abandon judgment. It asks you to make judgment consistent and ground it in evidence.</p><h2 id="how-to-adopt-skills-based-hiring-practices"><strong>How to Adopt Skills-Based Hiring Practices</strong></h2><p>Adopting skills based hiring practices is a recruitment change you can implement in stages. Most talent acquisition teams get further by starting small and adjusting as they go.</p><h3 id="start-with-a-focused-pilot"><strong>Start with a focused pilot</strong></h3><p>Pick one or two roles where success is measurable and the work is clearly skill-based, then run the new process alongside your current one. Track pass-through rates, time to hire, and how new hires perform once they&apos;re in the seat. </p><p>A pilot gives you evidence to bring to skeptical stakeholders, and it contains the damage if something doesn&apos;t work.</p><h3 id="define-the-skills-that-actually-matter"><strong>Define the skills that actually matter</strong></h3><p>Go back to each role and identify the minimum viable skill set someone needs to perform well. </p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/HIiring-team.jpg" class="kg-image" alt="Skills-Based Hiring: A Practical Guide to Finding Better Talent" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/HIiring-team.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/HIiring-team.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/HIiring-team.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/HIiring-team.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Separate must-haves from nice-to-haves, and be honest about which skills a capable person can learn on the job within a reasonable window. If a candidate can succeed without a given requirement, it isn&apos;t a requirement.</p><h3 id="standardize-skill-definitions-and-evaluation-criteria"><strong>Standardize skill definitions and evaluation criteria</strong></h3><p>Your hiring team needs shared language. Agree upfront on what each skill means, what proficiency levels look like, what counts as evidence of a candidate&apos;s skills, and how each one gets scored. </p><p>Skip this and &quot;strong communicator&quot; means eight different things to eight different interviewers, which puts you right back in gut-feel territory.</p><h3 id="rewrite-job-descriptions-around-skills-and-outcomes"><strong>Rewrite job descriptions around skills and outcomes</strong></h3><p>Strip out the degree, experience, and qualification requirements that don&apos;t hold up under scrutiny. Rebuild the job description around required skills, expected outcomes, and how candidates will be evaluated. </p><p>A clear job posting pulls in people who can do the work and screens out people who can&apos;t, which is exactly the job it should be doing.</p><h3 id="train-the-hiring-team-and-align-stakeholders"><strong>Train the hiring team and align stakeholders</strong></h3><p>Recruiters and hiring managers have spent their careers learning to read credentials quickly. </p><p>Screening for capability is a different muscle and it needs reps. Run calibration sessions on the questions, assessments, and scorecards everyone will use, and secure leadership buy-in before the first application lands.</p><h3 id="look-for-evidence-of-skill-in-sourcing-and-screening"><strong>Look for evidence of skill in sourcing and screening</strong></h3><p>Screen for portfolios, projects, certifications, work samples, and quantified results, all of which tell you more than an employment history. </p><p>Use knock-out questions sparingly and reserve them for genuine must-haves, like a license, legal work authorization, or a critical technical skill.</p><h3 id="use-job-relevant-assessments-and-structured-interviews"><strong>Use job-relevant assessments and structured interviews</strong></h3><p>This is where skills based hiring either becomes real or collapses back into the old process. </p><p>A work sample, case task, simulation, or skills assessment lets a candidate show ability rather than describe it. Pair those with structured interviews where everyone answers the same questions and is scored on the same rubric.</p><p><a href="https://hireflix.com/blog/one-way-interview/">One-way video interviews</a> are a natural fit at the top of the funnel: every applicant responds to identical role-relevant questions on their own time, the hiring team reviews the answers side by side, and nobody&apos;s evaluation gets skewed by whoever happened to interview last.</p><h3 id="measure-refine-and-scale"><strong>Measure, refine, and scale</strong></h3><p>Review candidate pass-through rates, new-hire performance, ramp time, retention, and candidate experience, then compare them against your pre-pilot benchmarks. Some assessments will predict nothing and deserve to be cut. Scale the processes that work and let go of what doesn&apos;t.</p><h2 id="put-skills-based-hiring-into-practice"><strong>Put Skills-Based Hiring Into Practice</strong></h2><p>Skills-based hiring is a system with clear skill definitions, job descriptions built around outcomes, structured assessment, and measurement that tells you whether any of it worked. Pull out one piece and the whole thing drifts back toward the r&#xE9;sum&#xE9; pile.</p><p>Start where the evidence will be clearest. Choose one role, define the skills that genuinely matter, and evaluate every candidate against the same criteria. One honest pilot will teach you more than a year of debating the theory.</p><p>If early screening is where your old habits still live, fix that first. Hireflix lets you run one-way video interviews so every applicant answers the same job-relevant questions on their own schedule, and your hiring team scores them consistently against the skills the role actually requires.</p><p><a href="https://youtu.be/mwDFOgN2In0">Watch a walkthrough of how it works</a> or start a free trial to see how structured screening fits into a skills-based hiring process.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-7.png" class="kg-image" alt="Skills-Based Hiring: A Practical Guide to Finding Better Talent" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hireflix-Demo-7.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hireflix-Demo-7.png 1000w, https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-7.png 1470w" sizes="(min-width: 720px) 720px"></figure>]]></content:encoded></item><item><title><![CDATA[Campus Recruitment: How to Attract and Hire Top Student Talent]]></title><description><![CDATA[Campus recruiting rewards companies that show up early and stay in touch. This guide covers what campus recruitment is and how to build a winning strategy.
]]></description><link>https://hireflix.com/blog/campus-recruitment/</link><guid isPermaLink="false">6a60675318402c0001420b23</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Thu, 13 Aug 2026 20:46:40 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/07/Campus-Recruiting.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/07/Campus-Recruiting.png" alt="Campus Recruitment: How to Attract and Hire Top Student Talent"><p>Campus recruiting rewards the companies that show up early and stay in touch. But companies that wait often face a much more challenging market for the remaining top talent.</p><p>This guide covers what campus recruitment is, why hiring students works differently from hiring experienced professionals, and how to build a strategy that survives the academic calendar.</p><h2 id="what-is-campus-recruitment"><strong>What Is Campus Recruitment?</strong></h2><p>Campus recruitment is the process of hiring students and recent graduates directly from colleges and universities, usually for internships, graduate programs, apprenticeships, or entry level positions. </p><p>It&apos;s a long game built on relationships with schools, visibility with students, and a talent pipeline you grow one cycle at a time.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/image.png" class="kg-image" alt="Campus Recruitment: How to Attract and Hire Top Student Talent" loading="lazy" width="1973" height="1481" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/image.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/image.png 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/image.png 1600w, https://hireflix.com/blog/content/images/2026/07/image.png 1973w" sizes="(min-width: 720px) 720px"></figure><h3 id="brand-building-and-hiring-at-the-same-time"><strong>Brand building and hiring at the same time</strong></h3><p>Attending a career fair is the part everyone pictures, but it&apos;s actually the smallest part of the job. Campus recruiting runs on two tracks at once.</p><ol><li><strong>Employer-brand activity</strong> &#x2013; information sessions, a campus visit, sponsored student club events, content placed where students actually look.</li><li><strong>Active hiring </strong>&#x2013; posting a job opening, running campus interviews, screening applicants, and extending a job offer before a competitor does.</li></ol><p>Teams that do only the first build awareness and can end up not hiring anyone. And teams that do only the second turn up cold in the spring and wonder why the strongest college students have already signed elsewhere.</p><h3 id="where-the-current-job-market-stands"><strong>Where the current job market stands</strong></h3><p>Employers expect to increase hiring from the Class of 2026 by 5.6%,<a href="https://www.naceweb.org/talent-acquisition/trends-and-predictions/employers-expect-to-hire-5-point-6-percent-more-new-college-graduates-this-year"> according to NACE&apos;s Job Outlook 2026 Spring Update</a>, a sharp revision upward from the flat 1.6% projected in the fall. Those gains cluster at the top, with organizations of more than 5,000 employees raising new-graduate hiring by 8.7%.</p><p>Internships are where much of that hiring gets decided.<a href="https://www.naceweb.org/talent-acquisition/internships/intern-conversion-rate-hits-highest-mark-in-five-years"> NACE&apos;s 2026 Internship &amp; Co-op Report</a> puts the average intern conversion rate at 63.1%, the highest mark in five years. If you run internship programs, they aren&apos;t a side project. They are your main channel for filling entry level jobs.</p><h2 id="what-is-a-campus-recruiter-and-what-do-they-do"><strong>What Is a Campus Recruiter and What Do They Do?</strong></h2><p>A campus recruiter owns the relationship between a company and the schools it hires from. The role blends event work, brand work, partnership management, and the unglamorous screening machinery that turns a crowd of interested students into a short list.</p><p>In a typical week, campus recruiters are:</p><ul><li><strong>Liaising with colleges:</strong> Staying in regular contact with career services teams so roles reach the right students at the right moment.</li><li><strong>Attending career fairs and recruiting events:</strong> Working the booth, and also deciding which events are worth the travel budget.</li><li><strong>Hosting information sessions:</strong> Giving students a real look at the work, the team, and the career path on offer.</li><li><strong>Maintaining employer branding:</strong> Keeping the company&apos;s story consistent across campus events, social channels, and every conversation a student has with the team.</li><li><strong>Securing campus partnerships:</strong> Building formal relationships with departments, faculty, and student organizations.</li><li><strong>Engaging talent communities:</strong> Keeping in touch with interested students who aren&apos;t ready to apply yet.</li><li><strong>Implementing screening workflows:</strong> Designing an interview process that can absorb hundreds of applicants without collapsing.</li></ul><p>Notice how much of that happens before anyone applies. Campus recruitment starts a year or more ahead of the job opening, because students form opinions about employers long before they begin a job search.</p><h2 id="what-are-the-benefits-of-campus-recruitment"><strong>What Are the Benefits of Campus Recruitment?</strong></h2><p>The case for campus recruiting comes down to timing and repeatability. None of it pays off inside a single quarter, and that slow compounding is why skipping a year costs more than it saves.</p><h3 id="earlier-access-to-fresh-talent"><strong>Earlier access to fresh talent</strong></h3><p>Reach students and recent graduates before they move further along with other employers. The strongest college talent commits early, often well before graduation.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/image-1.png" class="kg-image" alt="Campus Recruitment: How to Attract and Hire Top Student Talent" loading="lazy" width="1125" height="750" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/image-1.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/image-1.png 1000w, https://hireflix.com/blog/content/images/2026/07/image-1.png 1125w" sizes="(min-width: 720px) 720px"></figure><h3 id="a-stronger-pipeline-for-internships-and-entry-level-roles"><strong>A stronger pipeline for internships and entry-level roles</strong></h3><p>Build a recurring source of early-career candidates instead of restarting each cycle from zero. Last year&apos;s interns became this year&apos;s shortlist.</p><h3 id="better-long-term-talent-planning"><strong>Better long-term talent planning</strong></h3><p>Invest in young talent now and you have a more reliable way to fill roles two and three years out. Succession planning gets easier when the bench already exists.</p><h3 id="higher-employer-visibility-on-campus"><strong>Higher employer visibility on campus</strong></h3><p>A consistent campus presence builds brand awareness with students who become job seekers soon enough. Familiarity can pull a lot of weight in the moment someone decides where to apply.</p><h3 id="stronger-relationships-with-schools-and-career-centers"><strong>Stronger relationships with schools and career centers</strong></h3><p>Connections with career services support future outreach, recruiting events, and hiring cycles. A career center that trusts you will send strong students your way unprompted.</p><h3 id="more-direct-access-to-student-talent-communities"><strong>More direct access to student talent communities</strong></h3><p>Campus programs, student groups, and university networks put you in front of potential candidates who&apos;d never find your job postings. These students aren&apos;t job hunting yet, which is precisely why reaching out to them works.</p><h2 id="why-campus-recruitment-requires-a-different-hiring-approach"><strong>Why Campus Recruitment Requires a Different Hiring Approach</strong></h2><p>Hiring an experienced professional and hiring a college senior are two different problems that happen to share a job title. Run campus recruiting the way you run experienced-hire recruiting and you&apos;ll screen out the best people in your own pipeline.</p><h3 id="potential-is-the-thing-youre-measuring"><strong>Potential is the thing you&apos;re measuring</strong></h3><p>Student candidates have thin r&#xE9;sum&#xE9;s by definition. A college senior might have one internship, a class project, a part-time job, and a leadership role in a student organization, which tells you very little about how they&apos;ll perform in a role nobody has ever given them.</p><p>So the evaluation has to change. Learning speed, transferable skills, curiosity, and the way someone reasons through an unfamiliar problem become the signals worth weighing.</p><p>Employers are already moving this direction: 70% now report using skills-based hiring, up from 65% the year before,<a href="https://www.naceweb.org/research/reports/job-outlook/2026/"> per NACE&apos;s Job Outlook 2026</a>.</p><h3 id="the-academic-calendar-runs-your-process"><strong>The academic calendar runs your process</strong></h3><p>Campus hiring is seasonal in a way most recruiting simply isn&apos;t. Internship windows, graduation dates, exam periods, and semester breaks dictate when students are reachable, and missing a window means waiting months rather than weeks.</p><p>Most college recruiting still happens in the fall, though spring keeps gaining ground. NACE now puts spring at 37% of full-time recruiting and 27% of intern recruiting, against a pre-pandemic norm where nearly three-quarters of full-time recruiting wrapped up before winter. Plan for both halves of the year.</p><h3 id="the-operational-strain-is-real"><strong>The operational strain is real</strong></h3><p>Campus recruiters run into the same bottlenecks almost everywhere:</p><ul><li><strong>High event volume:</strong> Multiple campus events, sessions, and outreach activities compressed into a short recruiting window.</li><li><strong>Large candidate pools:</strong> Hundreds of student applicants per opening, with review quality and response speed both under pressure.</li><li><strong>Uneven school coverage:</strong> Some campuses get the budget, the visits, and the attention. Others get an email.</li><li><strong>Momentum that fades after first contact:</strong> A student who was excited at a career fair in October has heard nothing by November and has already moved on.</li></ul><p>Each of these gets worse as volume grows, which is why screening is usually the first thing to break.</p><h2 id="how-to-build-an-effective-campus-recruitment-strategy"><strong>How to Build an Effective Campus Recruitment Strategy</strong></h2><p>A campus recruitment strategy is a sequence, with each step building on the next so everything downstream gets easier.</p><h3 id="start-with-your-hiring-needs"><strong>Start with your hiring needs</strong></h3><p>Define the roles, volumes, timing, and skills before booking a single campus visit. A team that knows it needs twelve engineering interns by March and four analysts by June will make far sharper decisions about which schools to target than a team that shows up hoping to only meet interesting people.</p><h3 id="connect-with-the-right-schools"><strong>Connect with the right schools</strong></h3><p>Pick campuses that match your hiring needs instead of chasing prestige. A mid-sized state school with a strong program in your field will often out-deliver a famous name where you&apos;re one of two hundred employers competing for the same attention. Depth at a handful of schools beats a thin presence at twenty.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/image-2.png" class="kg-image" alt="Campus Recruitment: How to Attract and Hire Top Student Talent" loading="lazy" width="1125" height="750" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/image-2.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/image-2.png 1000w, https://hireflix.com/blog/content/images/2026/07/image-2.png 1125w" sizes="(min-width: 720px) 720px"></figure><h3 id="work-with-professors-and-career-services"><strong>Work with professors and career services</strong></h3><p>Career services teams and faculty know which students are strong long before a r&#xE9;sum&#xE9; reaches you. </p><p>They control event calendars, mailing lists, and student trust, and they&apos;ll gladly point candidates toward employers who treat the relationship as more than a transaction. &#xA0;Show up in the years you aren&apos;t hiring heavily and you&apos;ll get better access in the years you are.</p><h3 id="build-employer-branding-students-believe"><strong>Build employer branding students believe</strong></h3><p>Students research employers quickly, on a phone, with a sharp eye for marketing that says nothing. </p><p>Give them something concrete instead: what the work looks like in the first six months, who they&apos;d learn from, and what the career path realistically holds two years in. Vague promises about culture read as noise to an audience that grew up filtering exactly that.</p><h3 id="look-past-the-r%C3%A9sum%C3%A9"><strong>Look past the r&#xE9;sum&#xE9;</strong></h3><p>A student r&#xE9;sum&#xE9; is a thin document, and reading it like an experienced hire&apos;s is how you overlook high potential candidates. </p><p>Weight the project someone actually shipped, the club they rebuilt, the job they held while carrying eighteen credits. Motivation and transferable skills tell you more about early-career performance than a GPA does.</p><h3 id="maximize-online-platforms"><strong>Maximize online platforms</strong></h3><p>Campus events reach the students who attend campus events. Everyone else meets you online, so promote job opportunities, recruiting events, and content through the channels students already use daily. A job posting sitting on a careers page nobody visits doesn&apos;t count as outreach.</p><h3 id="use-one-way-interview-software"><strong>Use one-way interview software</strong></h3><p>Screening is where campus recruiting most reliably breaks. When four hundred applications land inside a two-week window, phone screens stop scaling and scheduling live campus interviews around class timetables devours the calendar.</p><p><a href="https://hireflix.com/blog/one-way-interview/">One-way video interviews</a> fix both problems at once. Every student records answers on their own schedule, and the recruiting team reviews responses side by side. Students can interview at 7pm between class assignments, everyone answers the same<a href="https://hireflix.com/blog/screening-interview-questions/"> screening questions</a>, and you get comparable responses instead of whatever the calendar allows.</p><h2 id="how-to-engage-a-new-generation-of-students"><strong>How to Engage a New Generation of Students</strong></h2><p><a href="https://hireflix.com/blog/gen-z-recruiting-guide/">Gen Z students</a> bring more skepticism to a job search than previous generations did. Winning them over takes speed, candor, and a recruitment process that respects their time.</p><ul><li><strong>A fast hiring process:</strong> Move candidates through the funnel quickly. Gen Z talent will accept a job offer elsewhere while you&apos;re still coordinating a second-round interview.</li><li><strong>A mobile-friendly application:</strong> Students apply from a phone, between classes. If your application demands a desktop and twenty minutes, you&apos;re losing people at the first click.</li><li><strong>Strong recruiter relationships:</strong> Direct, responsive, personal communication carries real weight here. A recruiter who replies within a day shapes how a student sees the entire company.</li><li><strong>Meaningful work:</strong> Show how the role connects to something that matters. Purpose isn&apos;t a nice-to-have for this group; it&apos;s a filter.</li><li><strong>Flexible work options:</strong> Offer genuine flexibility in where and how work gets done, including remote or hybrid arrangements wherever the role allows.</li><li><strong>Visible Diversity, Equity, and Inclusion (DEI) commitments:</strong> Students want evidence rather than statements. Show them what the company actually does, and who it has already hired.</li></ul><h2 id="how-to-measure-campus-recruitment-success"><strong>How to Measure Campus Recruitment Success</strong></h2><p>Campus recruiting generates enormous activity, and activity is easy to mistake for progress. Five metrics tell you whether the strategy is actually working.</p><ul><li><strong>Application conversion:</strong> How many interested students finish an application after discovering the opportunity. A steep drop here points at your form, not their interest.</li><li><strong>Event-to-application rates:</strong> How well each campus event turns conversations and attendance into real applicants. This is how you learn which career fair was worth the flights.</li><li><strong>Screening completion:</strong> How many candidates finish the screening stage once invited to continue. Low completion is a process problem, and process problems are fixable.</li><li><strong>Offer acceptance:</strong> How often student candidates accept once they reach the final stage. Declines tend to cluster around slow timelines and roles that were never clearly explained.</li><li><strong>Source quality by school or channel:</strong> Which schools, events, and channels produce applicants who get hired and then perform.</li></ul><p>That last metric deserves the most attention. Plenty of teams spread themselves evenly across campuses out of habit, and source-quality data is what finally gives you permission to stop.</p><h2 id="build-a-stronger-campus-recruitment-strategy-with-hireflix"><strong>Build a Stronger Campus Recruitment Strategy With Hireflix</strong></h2><p>Campus recruitment works when the pieces connect: real relationships with schools, employer branding students believe, an evaluation approach built for potential, and metrics that tell you where to invest next cycle. Most of that is patient relationship work, and it pays off slowly.</p><p>Screening is the exception. It&apos;s the stage where volume hits hardest, where students drop off fastest, and where a two-week delay costs you the candidate you flew across the country to meet.</p><p>Hireflix lets you run one-way video interviews so every student answers the same questions on their own schedule, while your team reviews the responses side by side instead of chasing calendars. If campus recruiting bottlenecks are showing up in screening and candidate review, <a href="https://youtu.be/mwDFOgN2In0">watch a walkthrough of how it works</a> or <a href="https://hireflix.com/en">book a demo</a>.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-8.png" class="kg-image" alt="Campus Recruitment: How to Attract and Hire Top Student Talent" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hireflix-Demo-8.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hireflix-Demo-8.png 1000w, https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-8.png 1470w" sizes="(min-width: 720px) 720px"></figure>]]></content:encoded></item><item><title><![CDATA[Gen Z Recruiting: Inside the Minds of Gen Z Candidates]]></title><description><![CDATA[Learn how Gen Z candidates think, what they expect from potential employers, and practical ways to cater your hiring process to this generation.
]]></description><link>https://hireflix.com/blog/gen-z-recruiting-guide/</link><guid isPermaLink="false">6a543eb69eefe90001436c14</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Fri, 24 Jul 2026 13:24:02 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/07/Gen-Z-Recruiting.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/07/Gen-Z-Recruiting.png" alt="Gen Z Recruiting: Inside the Minds of Gen Z Candidates"><p>Gen Z has officially arrived in the workforce, and the recruiting playbook that worked for earlier hires is starting to show its age. In this blog, we explain what makes Gen Z candidates tick and what they expect from potential employers.</p><p>We also cover some practical changes that will help you win them over during the recruitment process. This way, you&#x2019;ll have a clearer recruiting strategy for connecting with the youngest candidates going on job hunts.</p><h2 id="who-are-gen-z-candidates"><strong>Who Are Gen Z Candidates?</strong></h2><p>Generation Z refers to people born roughly between the late 1990s and the early 2010s, making them the newest major generation to enter the hiring market.</p><p>Gen Z workers grew up with social platforms and instant access to information, so researching employers, comparing options, and checking reviews is second nature to them.</p><p>That background shapes how they approach work. Gen Z talent tends to value authenticity, meaningful work, and roles that fit their wider goals and career path. Compared with many millennial and Gen X workers who may have placed more weight on stability or a clear ladder to climb, Gen Z candidates often look closely at whether the role fits their bigger priorities.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/GENZ-1.jpg" class="kg-image" alt="Gen Z Recruiting: Inside the Minds of Gen Z Candidates" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/GENZ-1.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/GENZ-1.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/GENZ-1.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/GENZ-1.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Getting a good grasp of the Gen Z mindset is important before adjusting your recruitment process. And that&#x2019;s because they&#x2019;re quick to spot when a company&#x2019;s message doesn&#x2019;t match the actual candidate experience.</p><h2 id="what-gen-z-candidates-care-about-most"><strong>What Gen Z Candidates Care About Most</strong></h2><p>When Gen Z employees weigh a job offer, a handful of priorities rise to the top. For a generation that has compared brands online since childhood, vague promises rarely survive a second look.</p><p>Knowing what Gen Z values most helps recruiters build a hiring process that feels more credible from the start. The factors that tend to matter most include:</p><ul><li><strong>Salary clarity</strong>: Gen Z candidates want to understand compensation early instead of waiting until the end of the process. Clear salary information helps them decide whether the role is worth pursuing before they invest more time.</li><li><strong>Company values</strong>: They pay attention to whether an employer&#x2019;s stated values match how the company actually operates. If the message feels performative or inconsistent, their trust drops quickly.</li><li><strong>Purpose and meaningful work</strong>: Many want to see how the role connects to something larger than daily tasks. This doesn&#x2019;t mean every job needs a grand mission, but the value of the work should feel clear.</li><li><strong>Flexibility</strong>: Work-life balance, flexible schedules, and modern work arrangements can influence whether they stay engaged. For many Gen Z candidates, flexibility signals that an employer understands how work has changed in the current era.</li><li><strong>Honest communication</strong>: Clear timelines, direct updates, and realistic expectations help build trust. When communication feels vague or delayed, Gen Z candidates are more likely to lose interest.</li></ul><p>Those priorities translate directly into behavior during a hiring process. Younger candidates are far more likely to disengage when employer messaging feels vague, outdated, or disconnected from reality.</p><p>A polished careers page counts for little if the recruiter conversation tells a different story, and that kind of inconsistency tends to read as a warning sign.</p><div class="kg-card kg-callout-card kg-callout-card-grey"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Related: <a href="https://hireflix.com/blog/collaborative-hiring/">Collaborative Hiring: The Recruiter&#x2019;s Guide to Making It Work</a></div></div><h2 id="best-practices-for-recruiting-gen-z-candidates"><strong>Best Practices for Recruiting Gen Z Candidates</strong></h2><p>Knowing what Gen Z wants is one thing, but building a<a href="https://hireflix.com/blog/full-cycle-recruiting/"> recruiting process</a> around it is another. The practices below focus on the adjustments that help the most with Gen Z recruitment.</p><h3 id="make-the-hiring-process-faster-and-more-transparent"><strong>Make the Hiring Process Faster and More Transparent</strong></h3><p>Few things cool a Gen Z candidate&apos;s interest faster than a slow, unclear process. Long timelines create real drop-off risk because younger job seekers often have several conversations running at once and may commit to the employer that<a href="https://hireflix.com/blog/how-to-hire-faster/"> moves with more intention</a>.</p><p>To keep your Gen Z candidates engaged, recruiting teams should focus on a few practical improvements:</p><ul><li><strong>Trim unnecessary steps</strong>: Remove hiring stages that don&#x2019;t add real value to the decision. A shorter process helps candidates move forward before their interest fades.</li><li><strong>Reply promptly</strong>: Send timely updates after applications, interviews, and screening stages. Even a simple status message can keep candidates from feeling ignored.</li><li><strong>Share salary ranges early</strong>: Give candidates a clear sense of compensation early on; some Gen Z candidates won&#x2019;t even apply if the salary range isn&#x2019;t in the job posting. Transparency here saves time for both sides and avoids late-stage mismatches.</li><li><strong>Outline the hiring steps upfront</strong>: Explain what the process includes and what candidates should expect next. Clear steps reduce uncertainty and make the process feel more organized.</li><li><strong>Give realistic timelines</strong>: Gen Z has grown up in an always-connected world. Let candidates know when they can expect updates or decisions. A realistic timeline is better than vague reassurance that never turns into action.</li></ul><p>When Gen Z job seekers know what to expect and roughly when it will happen, they are far more willing to stay engaged all the way through to an offer.</p><h3 id="use-digital-first-communication-that-matches-gen-z-habits"><strong>Use Digital-First Communication That Matches Gen Z Habits</strong></h3><p>How you reach out matters as much as how quickly you do it. Gen Z is a group that grew up texting, messaging, and managing most of their life from a phone, so digital-first communication that is mobile-friendly and low-friction tends to land best.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Gen-Z-3.jpg" class="kg-image" alt="Gen Z Recruiting: Inside the Minds of Gen Z Candidates" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Gen-Z-3.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Gen-Z-3.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/Gen-Z-3.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/Gen-Z-3.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Dense emails and unprompted<a href="https://hireflix.com/blog/phone-screening-interview/"> phone calls</a> are a poor fit for early-stage engagement, especially when a quick message or self-paced step would do the same job. Reaching Gen Z workers through easy-to-answer outreach keeps momentum high and lowers the odds that a promising applicant stops replying.</p><h3 id="show-employer-value-through-authenticity-and-real-proof"><strong>Show Employer Value Through Authenticity and Real Proof</strong></h3><p>Authenticity is not a buzzword for this generation; it&#x2019;s a filter. Because Gen Z candidates are used to evaluating brands critically, employer claims need evidence to back them up.</p><p>Real employee stories, visible values, and concrete examples of day-to-day culture carry far more impact than a slick slogan or a stock photo of people laughing around a laptop.</p><p>Consistency seals the deal. The picture painted in a job description should match what a recruiter says, which should in turn match what a new hire actually experiences. When those signals line up, trust builds on its own.</p><p>When they clash, even strong potential candidates start looking elsewhere. Showing Gen Z talent who you really are, rather than telling them, is what separates employers who attract this group from those who keep wondering why offers fall through.</p><h3 id="use-asynchronous-screening-to-better-match-gen-z-expectations"><strong>Use Asynchronous Screening to Better Match Gen Z Expectations</strong></h3><p>One clear Gen Z recruiting trend is the shift toward self-directed steps, and<a href="https://hireflix.com/blog/candidate-screening/"> early screening</a> is the obvious place to start. If one process change fits recruiting Generation Z almost perfectly, it&#x2019;s moving that first round to an asynchronous format.</p><p>Digital-native candidates often prefer self-paced interactions over phone tag and endless scheduling threads. An asynchronous interview lets someone record their answers whenever it suits them, which makes that first stage feel convenient instead of disruptive.</p><p>This is where <a href="https://youtu.be/mwDFOgN2In0">Hireflix</a> can help. The platform supports one-way, asynchronous video interviews that align with Gen Z&apos;s comfort with digital-first, on-demand interaction.</p><p>Candidates record their responses on their own time from any device, and recruiters review them whenever they are ready, with no calendar coordination required.</p><p>The payoff is less friction on both sides. Recruiters screen more people in less time, Gen Z applicants get a faster and more flexible experience, and the process stays modern rather than feeling cumbersome. For teams trying to meet Gen Z&apos;s expectations without piling on extra work, asynchronous screening is a rare win for everyone involved.</p><p><em>Want to see how Hireflix works in practice? <a href="https://youtu.be/mwDFOgN2In0">Watch the demo</a> to explore its features and workflow.</em></p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-3.png" class="kg-image" alt="Gen Z Recruiting: Inside the Minds of Gen Z Candidates" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hireflix-Demo-3.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hireflix-Demo-3.png 1000w, https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-3.png 1470w" sizes="(min-width: 720px) 720px"></figure><h3 id="meet-gen-z-where-they-already-discover-opportunities"><strong>Meet Gen Z Where They Already Discover Opportunities</strong></h3><p>Not every Gen Z hire starts with a job board. Many discover roles through referrals, an employer&#x2019;s online presence, and career content long before they ever open an application form. Expanding sourcing into these channels widens the top of your funnel beyond traditional application behavior.</p><p>Recruiting teams can build awareness through channels and signals such as:</p><ul><li><strong>Employee referrals</strong>: Referrals introduce roles through people candidates already trust. This can make the opportunity feel more credible than a cold job post.</li><li><strong>Social media content</strong>: Social content can show the company&#x2019;s culture, people, and day-to-day work in a more natural way. For Gen Z candidates, these signals often shape perception before they ever apply.</li><li><strong>Career pages</strong>: A strong careers page explains roles, values, benefits, and growth paths clearly. It should answer the questions candidates are already asking before they speak with a recruiter.</li><li><strong>Employee stories</strong>: Real employee stories make the workplace feel more human and believable. They also give candidates a clearer sense of what it&#x2019;s actually like to work there.</li><li><strong>Campus and early-career communities</strong>: These spaces help employers reach students and new professionals while they are still exploring options. Showing up early can build familiarity before candidates officially enter the job market.</li></ul><p>Their research habits reward visibility. Before applying, Gen Z students and other early-career talent often weigh several signals at once, including peer input, a company&#x2019;s social footprint, and content that shows what working somewhere is actually like. The objective at this stage is awareness, so the right people are already interested before the interview process even begins.</p><h2 id="build-a-stronger-gen-z-recruiting-strategy-with-hireflix"><strong>Build a Stronger Gen Z Recruiting Strategy With Hireflix</strong></h2><p>Winning over Gen Z doesn&#x2019;t require reinventing everything, though it does mean rethinking a few defaults. The employers who do this best combine speed, transparency, authenticity, and a digital-first process design that respects how this generation actually works and communicates.</p><p>Get those fundamentals right and Gen Z hiring stops feeling like a guessing game, and the effort it takes to recruit these candidates start paying off in stronger pipelines.</p><p>Asynchronous screening is one of the most practical ways to put those principles into action, and it&#x2019;s exactly what Hireflix was built for. If you want a more flexible, Gen Z-friendly way to screen candidates without burying your team in scheduling, it&#x2019;s worth seeing the platform in action.</p><p>Explore Hireflix to see how asynchronous video interviews can sharpen your recruitment strategy and help you connect with the next wave of talent.</p>]]></content:encoded></item><item><title><![CDATA[Structured vs Unstructured Interviews: Which Is Better?]]></title><description><![CDATA[This guide breaks down the differences between structured vs unstructured interviews and explains why structured interviews give better results.]]></description><link>https://hireflix.com/blog/structured-vs-unstructured-interviews/</link><guid isPermaLink="false">6a5448079eefe90001436c86</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Wed, 22 Jul 2026 13:25:42 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/07/Structured-vs-Unstructured-Interviews.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/07/Structured-vs-Unstructured-Interviews.jpg" alt="Structured vs Unstructured Interviews: Which Is Better?"><p>Hiring teams might ask one question more than almost any other: which interview format actually leads to better hires? This guide breaks down the difference between structured vs unstructured interviews, and weighs the pros and cons of each.</p><p>You&#x2019;ll also get a better idea of which format produces stronger hiring decisions and how to build a structured interview process your whole team can trust.</p><h2 id="what-are-structured-interviews"><strong>What Are Structured Interviews?</strong></h2><p>Structured interviews use a consistent format so hiring teams can compare candidates on the same criteria based on a set of predetermined questions. The interviewer is basically assessing people based on role-relevant evidence rather than just personal rapport or a strong first impression.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/structured-interview-1.jpg" class="kg-image" alt="Structured vs Unstructured Interviews: Which Is Better?" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/structured-interview-1.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/structured-interview-1.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/structured-interview-1.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/structured-interview-1.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>The idea has deep roots in qualitative research, where consistent questioning improves the reliability of data collection. Recruiting borrows that same logic. When every candidate answers the same standardized questions, you can line up their responses and judge them against what the job actually requires.</p><p>Structured interviews are especially useful for teams trying to<a href="https://hireflix.com/blog/how-to-scale-hiring-process-for-smbs/"> scale their hiring process</a> without losing consistency, because every candidate is assessed with the same evaluation guidelines. This makes it easier to compare answers fairly, align hiring teams, and make decisions more easily.</p><h2 id="pros-and-cons-of-structured-interviews"><strong>Pros and Cons of Structured Interviews</strong></h2><p>Structured interviews bring more consistency to hiring, but they also need more structure and preparation from your team.</p><p><strong>Pros:</strong></p><ul><li><strong>Consistency</strong>: Every candidate answers the same core questions, which makes responses easier to compare fairly.</li><li><strong>Reduced bias</strong>: Shared criteria and scoring rubrics leave less room for interviewer bias and first-impression decisions.</li><li><strong>Clearer hiring decisions</strong>: Comparable answers make it easier to identify who is strongest against the actual role requirements.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>More upfront preparation</strong>: Teams need to define competencies, write structured interview questions, and agree on scoring criteria before interviews begin.</li><li><strong>Less flexibility in the moment</strong>: Interviewers have less room to improvise or follow unexpected but potentially useful conversation threads.</li><li><strong>Requires interviewer discipline</strong>: The process only works well if interviewers stick to the structure and use the scoring criteria consistently.</li></ul><p>Overall, structured interviews take more work to set up, but that effort usually pays off in clearer, fairer, and more defensible hiring decisions.</p><h2 id="what-are-unstructured-interviews"><strong>What Are Unstructured Interviews?</strong></h2><p>An unstructured interview takes the opposite approach. Rather than a fixed script, it runs on open conversation, flexible questions, and an interviewer-led flow that can go almost anywhere.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/open-conversation.jpg" class="kg-image" alt="Structured vs Unstructured Interviews: Which Is Better?" loading="lazy" width="2000" height="1335" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/open-conversation.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/open-conversation.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/open-conversation.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/open-conversation.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>One candidate might spend the hour discussing past projects while the next fields a completely different set of questions shaped by the interviewer&apos;s individual interview style or early first impression.</p><p>That variability is the defining trait of this type of interview. Because there is no agreed question set, what gets asked will usually depend on the interviewer&apos;s preferences and the read they form in the opening minutes.</p><h3 id="why-teams-still-use-unstructured-interviews"><strong>Why teams still use unstructured interviews</strong></h3><p>So why has this interview stuck around? For one, they feel easy. An unstructured interview can be warm and relaxed, and it requires almost no preparation, which appeals to busy hiring managers.</p><p>Some interviewers also genuinely enjoy the freedom of having a looser format. It lets them follow a candidate&apos;s background wherever it leads and chase interesting threads as they surface.</p><p>There is also a middle ground worth naming. A <em>semi-structured interview</em> keeps a core set of standardized questions while leaving room for follow-up questions, which is why many teams drift toward it as a compromise between control and conversation.</p><h2 id="pros-and-cons-of-unstructured-interviews"><strong>Pros and Cons of Unstructured Interviews</strong></h2><p>The honest case for unstructured interviews starts with flexibility. They can feel more natural in the moment, but that freedom also makes them harder to evaluate consistently.</p><p><strong>Pros:</strong></p><ul><li><strong>Stronger rapport</strong>: A less scripted conversation can put candidates at ease and make the interview feel more human.</li><li><strong>Useful follow-up opportunities</strong>: Skilled interviewers can dig into a candidate&#x2019;s actual experience and surface details that a rigid script might miss.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Harder candidate comparison</strong>: When each person receives different questions, prompts, and evaluation standards, it becomes difficult to compare candidates fairly.</li><li><strong>Higher bias risk</strong>: Unstructured formats leave more room for gut-feel decisions, first impressions, and personality-based judgments.</li><li><strong>Inconsistent scoring</strong>: Without shared criteria, interviewers may weigh answers differently from one candidate to the next.</li><li><strong>Weaker link to job performance</strong>: A confident or charismatic candidate may stand out, even if their answers don&#x2019;t clearly show stronger ability for the role.</li></ul><p>Unstructured interviews can create a more relaxed conversation, but they make it much harder to back up hiring decisions with consistent evidence.</p><h2 id="structured-vs-unstructured-interviews-key-differences"><strong>Structured vs Unstructured Interviews: Key Differences</strong></h2><p>Seeing the two formats next to each other can make the difference between structured and unstructured approaches more obvious. The table below compares them across the factors hiring teams care about most.</p><!--kg-card-begin: html--><div style="max-width:1100px; margin:20px auto; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial,sans-serif;">
  <table style="width:100%; border-collapse:collapse; table-layout:auto;">
    <thead>
      <tr style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#ffffff;">
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:26%;">Factor</th>
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:37%;">Structured Interview</th>
        <th style="padding:22px 24px; text-align:left; font-size:18px; font-weight:700; width:37%;">Unstructured Interview</th>
      </tr>
    </thead>

    <tbody>

      <tr style="background:#f3f3f7;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Question consistency</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Every candidate answers the same core, predetermined questions</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Questions vary by candidate based on interviewer preference</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Scoring criteria</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Responses judged against a shared rubric and clear evaluation criteria</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Responses judged through loose, personal impressions</td>
      </tr>

      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Interviewer flexibility</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Limited room to improvise, by design</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">High, since interviewers can adapt and explore freely</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Bias risk</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Lower, because judgment stays tied to job-related standards</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Higher, with more room for gut-feel decisions and favoritism</td>
      </tr>

      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Candidate comparison</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Straightforward, because answers line up</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Difficult, because everyone is measured differently</td>
      </tr>

      <tr style="background:#ffffff; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Preparation time</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Higher upfront investment in questions and rubrics</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Minimal preparation required</td>
      </tr>

      <tr style="background:#f3f3f7; border-top:1px solid #e5e7eb;">
        <td style="padding:24px; font-weight:700; color:#1f2937; vertical-align:top;">Decision quality</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">More reliable and easier to defend</td>
        <td style="padding:24px; color:#3f3f46; line-height:1.6; vertical-align:top;">Less consistent and harder to justify</td>
      </tr>

    </tbody>
  </table>
</div><!--kg-card-end: html--><p>Wherever consistency and fairness matter, the structured format holds up better.</p><h2 id="why-structured-interviews-are-better-for-hiring-decisions"><strong>Why Structured Interviews Are Better for Hiring Decisions</strong></h2><p>Structured interviews lead to better hiring decisions because they give teams a more consistent way to compare candidates. Instead of relying on instinct or uneven conversations, hiring teams can evaluate every candidate against the same role-relevant evidence.</p><p>In fact, personnel selection research has recognized structured interviews as stronger predictors of job performance for decades.</p><p>The landmark meta-analysis by <a href="https://psycnet.apa.org/record/1998-10661-006">Schmidt and Hunter</a> (1998), published in <em>Psychological Bulletin</em> and built on 85 years of selection research, found that structured interviews predicted job performance far more accurately than unstructured ones, with an average validity of .51 compared to .38.</p><p>An earlier meta-analysis by <a href="https://psycnet.apa.org/record/2022-17327-001">McDaniel and colleagues</a> (1994) in the <em>Journal of Applied Psychology</em>, drawing on 245 validity coefficients from more than 86,000 candidates, reached the same conclusion, with structured interviews again outperforming unstructured ones at .44 versus .33.</p><p>The reason structure works comes back to discipline. Consistent questions and a shared scoring rubric reduce the chance that a hiring decision gets shaped by instinct, likability, or traits unrelated to the actual job. You spend less energy reacting to a candidate&#x2019;s personality and more on whether the candidate&#x2019;s qualifications and answers show they can do the work.</p><h2 id="how-to-run-a-better-structured-interview"><strong>How to Run a Better Structured Interview</strong></h2><p>Building a structured interview is mostly about preparation and follow-through. It also supports<a href="https://hireflix.com/blog/full-cycle-recruiting/"> full-cycle recruiting</a> by giving teams a repeatable process they can use from early screening through final evaluation. A few core steps separate a process that works from one that only looks organized.</p><h3 id="start-with-the-role-not-the-questions"><strong>Start with the role, not the questions</strong></h3><p>Before writing a single question, define what the role actually requires. Map out the competencies, the specific skills, and the success indicators that distinguish a strong hire. Once those are clear, build<a href="https://hireflix.com/blog/strategic-interview-questions-to-ask-candidates/"> strategic interview questions</a> that map directly to each one.</p><p>Behavioral questions such as &#x201C;tell me about a time you handled a missed deadline&#x201D; tend to work well, because they tie a structured interview question to evidence rather than opinion.</p><h3 id="score-answers-the-same-way-every-time"><strong>Score answers the same way every time</strong></h3><p>A question set is only half the system. To evaluate responses fairly, use a scoring rubric that spells out what a strong, average, and weak answer looks like for each competency. That shared rubric keeps interviewers aligned, even across multiple interviews for the same role.</p><h3 id="train-interviewers-to-capture-evidence"><strong>Train interviewers to capture evidence</strong></h3><p>Coach your interviewers to document what a candidate actually said rather than logging a vague gut feeling. A note like &quot;gave a specific example of resolving a client conflict&quot; is far more useful than &quot;seemed sharp.&quot;</p><p>These are the best practices, and the structured job interview techniques, that make the whole process repeatable and fair.</p><div class="kg-card kg-callout-card kg-callout-card-grey"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Related: <a href="https://hireflix.com/blog/collaborative-hiring/">Full Cycle Recruiting: A Comprehensive Guide for HR Professionals</a></div></div><h2 id="how-hireflix-supports-more-structured-interviews"><strong>How Hireflix Supports More Structured Interviews</strong></h2><p>Bringing structure to<a href="https://hireflix.com/blog/candidate-screening/"> candidate screening</a> is where Hireflix can help. With <a href="https://hireflix.com/en">one-way video interviews</a>, every candidate records answers to the same standardized questions, which means the consistency you want from a structured process is built in from the very first screen.</p><p>That setup also makes comparison a lot more simple. Recruiters and hiring managers can watch responses to identical structured interview questions and judge them side by side before deciding who moves forward.</p><p>Because the interviews are asynchronous, the team reviews answers on its own schedule, pulls in multiple stakeholders, and applies the same evaluation criteria to everyone. The outcome is a faster, fairer screen that protects the candidate experience instead of straining it.</p><p><em>Want to see how Hireflix works in practice? <a href="https://youtu.be/mwDFOgN2In0">Watch the demo</a> to explore its features and workflow.</em></p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-5.png" class="kg-image" alt="Structured vs Unstructured Interviews: Which Is Better?" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hireflix-Demo-5.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hireflix-Demo-5.png 1000w, https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-5.png 1470w" sizes="(min-width: 720px) 720px"></figure><h2 id="use-structured-interviews-to-make-better-hiring-decisions"><strong>Use Structured Interviews to Make Better Hiring Decisions</strong></h2><p>The choice between structured and unstructured interviews comes down to what you value in a hire. Unstructured interviews can feel easier and more conversational, and there is a real human appeal to that. But that comfort comes at a cost, because looser formats leave far more room for inconsistency, bias, and decisions driven by personality instead of real data.</p><p>A structured interview asks more of you upfront and returns more reliable hiring results, which tends to strengthen both the new hire&apos;s performance and the wider employee experience.</p><p>If you want a more consistent way to ask every candidate the same questions and review their responses fairly, Hireflix is built for exactly that. Explore how one-way video interviews can bring structure to your screening and help your team make better hiring decisions.</p>]]></content:encoded></item><item><title><![CDATA[8 Benefits of Structured Interviews for Recruiters]]></title><description><![CDATA[Unstructured interviews can lead to inconsistent hiring decisions and bad hires. Learn the 8 benefits of structured interviews and how to implement them.]]></description><link>https://hireflix.com/blog/benefits-of-structured-interviews/</link><guid isPermaLink="false">6a54429b9eefe90001436c4b</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Mon, 20 Jul 2026 13:38:23 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/07/Structured-Interviews.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/07/Structured-Interviews.png" alt="8 Benefits of Structured Interviews for Recruiters"><p>Hiring the right person ranks among the highest-stakes decisions any team makes, yet plenty of interviews still run on instinct and open-ended conversation.</p><p>This guide lists the eight clear benefits of structured interviews for anyone in recruiting or talent acquisition, and shows how a more consistent approach leads to better hiring decisions.</p><h2 id="what-are-structured-interviews"><strong>What are Structured Interviews?</strong></h2><p>A structured interview is a hiring method where every candidate answers the same core questions, in the same order, and is evaluated against the same criteria. In this setup, the interviewer follows a planned script built around the role.</p><p>The point of this structured approach is comparison. When candidates respond to identical prompts, you can weigh their answers against shared evaluation criteria instead of relying on whoever happened to make the best first impression.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Same-interview.jpg" class="kg-image" alt="8 Benefits of Structured Interviews for Recruiters" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Same-interview.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Same-interview.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/Same-interview.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/Same-interview.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>This stands in contrast to a traditional unstructured interview, where the questions, topics, and tone often shift from one applicant to the next. A semi structured interview sits between the two, keeping a consistent core while leaving room for some flexibility.</p><h2 id="benefits-of-structured-interviews"><strong>Benefits of Structured Interviews</strong></h2><p>Structured interviews improve hiring by making each conversation more consistent and actually tied to the role. The benefits below show why recruiters and hiring teams use this approach to reduce guesswork and make stronger decisions.</p><h3 id="1-improve-consistency-across-candidate-interviews"><strong>1. Improve Consistency Across Candidate Interviews</strong></h3><p>Consistency is the foundation that makes everything else about structured interviewing work. Because every candidate receives the same set of interview questions and is measured against the same standards, the process produces results you can actually compare.</p><p>This becomes even more useful once hiring spreads across multiple teams, roles, and locations. A repeatable structured interview process is a lot easier to manage than a patchwork of personal styles, and it keeps the bar steady no matter who runs the room.</p><p>Picture two candidates interviewing for the same job: if one fields tough scenario questions while the other gets a relaxed chat, the second may look stronger purely because the prompts were easier. Standardized questions close that gap and keep the evaluation fair.</p><h3 id="2-reduce-bias-in-hiring-decisions"><strong>2. Reduce Bias in Hiring Decisions</strong></h3><p>Bias rarely shows up as obvious prejudice. More often it slides in through first impressions or a vague sense that someone &#x201C;feels right.&#x201D;</p><p>Structured interviews push back against this by holding every candidate to the same questions and the same scoring criteria, which limits how much the interviewer&#x2019;s personal preference can steer the outcome.</p><p>That discipline helps counter well-known traps such as:</p><ul><li><strong>Affinity bias</strong> &#x2014; Favoring candidates who feel familiar or share similar interests, backgrounds, or communication styles.</li><li><strong>Confirmation bias</strong> &#x2014; Looking for evidence that supports an early impression instead of evaluating the full answer fairly.</li><li><strong>Gut-feel decision-making</strong> &#x2014; Letting instinct carry more weight than job-related evidence.</li></ul><p>Consistency alone is not a cure, though. Interviewers still need training, clear evaluation criteria, and the habit of grounding their scores in evidence rather than impressions. The structure sets the guardrails, but the people using it still have to stay honest within them.</p><div class="kg-card kg-callout-card kg-callout-card-grey"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Related: <a href="https://hireflix.com/blog/hiring-biases/">11 Types of Hiring Bias and How to Prevent Them</a></div></div><h3 id="3-make-candidate-comparison-easier"><strong>3. Make Candidate Comparison Easier</strong></h3><p>Comparing candidates tends to break down during the debrief, especially when interviewers remember different details or focus on different parts of the conversation. Structured interviews make the comparison more concrete by turning each interview into a set of role-related data.</p><p>Hiring decisions are rarely about finding a &#x201C;perfect&#x201D; candidate. More often, the team has to compare tradeoffs: one candidate may show stronger technical judgment, while another may be better at stakeholder communication or problem-solving under pressure. A structured rubric makes those differences easier to see.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/pick-candidate-1.jpg" class="kg-image" alt="8 Benefits of Structured Interviews for Recruiters" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/pick-candidate-1.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/pick-candidate-1.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/pick-candidate-1.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/pick-candidate-1.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Instead of asking, &#x201C;Who did we like best?&#x201D; the team can ask, &#x201C;Who gave the strongest evidence for the skills this role actually requires?&#x201D; This change in perspective leads to a more focused debrief and a hiring decision that is easier to explain and defend.</p><h3 id="4-improve-the-quality-of-interview-feedback"><strong>4. Improve the Quality of Interview Feedback</strong></h3><p>Good hiring decisions depend on good feedback, and feedback gets noticeably better when interviewers follow a shared rubric. A rubric prompts each interviewer to capture specific insights tied to each question instead of reaching for a tidy summary at the end.</p><p>The difference shows in the comments. Instead of catch-all phrases like &quot;good fit,&quot; &quot;not strong enough,&quot; or &quot;great energy,&quot; structured interviewing encourages notes that explain what a candidate actually said or did.</p><p>It&#x2019;s that kind of specificity that gives the whole team a real reason a candidate should move forward or be passed over, which makes every downstream conversation more productive.</p><h3 id="5-strengthen-predictive-value-and-role-alignment"><strong>5. Strengthen Predictive Value and Role Alignment</strong></h3><p>Why do structured interviews tend to predict performance better? It comes down to design. Because the questions are built around the competencies, responsibilities, and real situations tied to the role, they measure the things that actually affect job performance.</p><p>Thoughtful question design lets you see how candidates think, communicate, solve problems, and apply past experience. Two question types are especially useful here:</p><ul><li><strong>Behavioral questions</strong> &#x2014; Shows how someone handled real situations in the past.</li><li><strong>Situational questions</strong> &#x2014; Reveals how someone would approach challenges they are likely to face in the role.</li></ul><p>This connection to the role is also why decades of <a href="https://psycnet.apa.org/record/1998-10661-006">research in personnel psychology</a> have consistently treated structured interviews as a stronger selection process than unstructured ones for assessing future job performance.</p><h3 id="6-create-a-fairer-candidate-experience"><strong>6. Create a Fairer Candidate Experience</strong></h3><p>Fairness isn&apos;t only about ethics. It shapes how candidates feel about your company. When each person answers the same role-relevant questions, every applicant gets a genuine, equal chance to show what they bring.</p><p>A consistent structure also lowers the odds that one candidate benefits from a more relaxed or favorable flow simply by luck of the draw. People notice when a process feels organized, relevant, and even-handed, and that perception builds trust.</p><p>A strong candidate experience can be the difference between an offer accepted and a top applicant walking away, so the payoff reaches well beyond the interview itself.</p><h3 id="7-help-interviewers-stay-focused-on-what-matters"><strong>7. Help Interviewers Stay Focused on What Matters</strong></h3><p>Even experienced interviewers can get distracted. A casual question about a hobby turns into ten minutes off-topic, or a likable personality pulls attention away from actual qualifications. Prepared interview questions act as an anchor, keeping the conversation tied to the role and the skills that matter.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/structured-interviews-1.jpg" class="kg-image" alt="8 Benefits of Structured Interviews for Recruiters" loading="lazy" width="2000" height="1334" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/structured-interviews-1.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/structured-interviews-1.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/structured-interviews-1.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/structured-interviews-1.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>That focus means interview time gets spent on competencies that influence job performance rather than small talk. None of this makes the conversation rigid, though.</p><p>Interviewers can and should ask follow-up questions to dig into an interesting answer or clear up something unclear. The structure simply makes sure the core ground gets covered before the discussion wanders.</p><h3 id="8-make-hiring-processes-easier-to-scale"><strong>8. Make Hiring Processes Easier to Scale</strong></h3><p>Hiring gets harder as a company grows, and structure is what keeps quality from slipping. A repeatable interview framework gives organizations a reliable way to train interviewers and get multiple hiring managers aligned on what &#x201C;good&#x201D; looks like.</p><p>The benefit applies at every stage of growth:</p><ul><li><strong>Small teams </strong><a href="https://hireflix.com/blog/how-to-scale-hiring-process-for-smbs/"><strong>scaling quickly</strong></a> can onboard new interviewers without reinventing the wheel.</li><li><strong>Mid-sized companies</strong> can add processes without creating unnecessary bureaucracy.</li><li><strong>Enterprise teams</strong> can hold a consistent standard across departments.</li><li><strong>Distributed hiring teams</strong> can review shared interview questions and scorecards across locations.</li></ul><p>Even in a hiring rush, a shared framework keeps standards from slipping when the pressure is on to fill seats fast. Stronger structure also improves<a href="https://hireflix.com/blog/maximize-hiring-efficiency/"> hiring efficiency</a> because teams can evaluate candidates faster without lowering the quality of their decisions.</p><h2 id="how-to-get-the-most-value-from-structured-interviews"><strong>How to Get the Most Value From Structured Interviews</strong></h2><p>Structured interviews work best when the process is practical, role-specific, and easy for interviewers to follow. They also support<a href="https://hireflix.com/blog/full-cycle-recruiting/"> full-cycle recruiting</a> by giving teams a repeatable framework they can use from early screening through final evaluation.</p><h3 id="start-with-clear-role-criteria"><strong>Start With Clear Role Criteria</strong></h3><p>Strong structured interviews begin long before anyone meets a candidate. The first step is a clear-eyed look at the role itself, ideally through a quick job analysis that pinpoints what the job actually requires.</p><p>To make the criteria more useful, define:</p><ul><li>The core skills needed to succeed in the role</li><li>The behaviors that separate strong performers from average ones</li><li>The responsibilities the candidate will handle most often</li><li>The outcomes that matter most in the first few months</li></ul><p>Once those job requirements are clear, you can build <a href="https://hireflix.com/blog/strategic-interview-questions-to-ask-candidates/">strategic interview questions</a> and a scoring rubric that map directly to them. Every question should earn its place by tying back to something the role needs, so your evaluation criteria reflect real job requirements rather than generic traits.</p><h3 id="keep-the-process-practical"><strong>Keep the Process Practical</strong></h3><p>Structure is only useful if interviewers can stay with it. Train interviewers to ask the same core questions consistently while still using relevant follow-ups when a candidate&apos;s response deserves a closer look. Building that balance keeps interviews human without losing comparability.</p><p>A practical structured interview process should:</p><ul><li>Use a manageable number of questions</li><li>Give interviewers clear scoring guidance</li><li>Allow relevant follow-up questions when needed</li><li>Stay simple enough to repeat across candidates and roles</li></ul><p>It also helps to treat the process as something you refine over time. Review interview feedback regularly to spot questions that aren&apos;t pulling their weight, tighten scoring criteria, and improve hiring outcomes. A structured interview process should get sharper with each hiring round.</p><h3 id="bring-structure-to-early-screening-with-hireflix"><strong>Bring Structure to Early Screening With Hireflix</strong></h3><p>Early <a href="https://hireflix.com/blog/candidate-screening/">candidate screening</a> is where structure pays off fastest, and it is exactly where Hireflix fits. <a href="https://hireflix.com/en">Hireflix</a> lets your hiring team ask every candidate the same interview questions through <a href="https://hireflix.com/blog/one-way-interview/">one-way video interviews</a>, so each applicant answers identical prompts on their own time.</p><p>The result is a far more consistent screening stage before any live interview begins. Instead of juggling scheduling and inconsistent phone screens, your team reviews comparable, role-relevant answers side by side. That way, you can identify who advances to the next rounds faster and with more confidence.</p><p><em>Want to see how Hireflix works in practice? <a href="https://youtu.be/mwDFOgN2In0">Watch the demo</a> to explore its features and workflow.</em></p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-4.png" class="kg-image" alt="8 Benefits of Structured Interviews for Recruiters" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hireflix-Demo-4.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hireflix-Demo-4.png 1000w, https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-4.png 1470w" sizes="(min-width: 720px) 720px"></figure><h2 id="use-structured-interviews-to-make-better-hiring-decisions"><strong>Use Structured Interviews to Make Better Hiring Decisions</strong></h2><p>Across all eight benefits, the throughline is the same: a structured approach turns interviewing from a guessing game into a repeatable process you can trust.</p><p>Structured interviews improve consistency, reduce bias, support fairer evaluation, and generate stronger hiring signals that lead to more informed hiring decisions tied to the work itself.</p><p>None of it requires a heavy overhaul. Define the role, write questions that match it, score every candidate the same way, and refine as you go. If you want to standardize early-stage interviews and compare candidates more consistently, take a look at Hireflix and see how<a href="https://youtu.be/mwDFOgN2In0"> one-way video interviews</a> can bring that structure to the very start of your hiring process.</p>]]></content:encoded></item><item><title><![CDATA[15 Behavioral Interview Questions to Ask Candidates]]></title><description><![CDATA[Behavioral interview questions let hiring teams hear real examples of how someone works. Get started with these 15 behavioral questions to ask candidates.
]]></description><link>https://hireflix.com/blog/behavioral-interview-questions-to-ask-candidates/</link><guid isPermaLink="false">6a532ecb9eefe90001436b88</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Tue, 14 Jul 2026 13:48:36 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/07/Behavioral-Interview-Questions.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/07/Behavioral-Interview-Questions.png" alt="15 Behavioral Interview Questions to Ask Candidates"><p>Your hiring decisions can get easier when you stop asking candidates what they <em>would</em> do in a job interview and start asking what they <em>have</em> actually done.</p><p>That is the whole idea behind behavioral interview questions, and this guide hands you 15 you can put to use right away. You&#x2019;ll know what strong answers sound like and how to compare candidates fairly across your interview process.</p><h2 id="what-are-behavioral-interview-questions"><strong>What Are Behavioral Interview Questions?</strong></h2><p>Behavioral interview questions ask candidates to talk about what they have actually done in past situations. They help hiring teams move beyond hypothetical answers and look for real examples of how someone works, communicates, and responds under pressure.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/interview-2.jpg" class="kg-image" alt="15 Behavioral Interview Questions to Ask Candidates" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/interview-2.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/interview-2.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/interview-2.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/interview-2.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Instead of asking how someone would handle a tight deadline, you ask about a time they actually did. Most of these questions open with phrases like &#x201C;Tell me about a time...&#x201D; or &#x201C;Give me an example of...&#x201D;, which pulls the conversation toward the candidate&#x2019;s past experiences.</p><p>The logic behind the behavioral interview is simple. Past behavior tends to be one of the better predictors of future behavior, so a story from a previous job usually reveals more than a polished answer about what someone might do.</p><h3 id="giving-hiring-teams-better-evidence"><strong>Giving hiring teams better evidence</strong></h3><p>For a hiring manager, this is useful because a resume and a confident first impression only go so far. A behavioral question shows how a person thinks, communicates, and solves problems when the situation is real rather than imagined.</p><p>Set against traditional interview questions that tend to reward smooth talkers, this interview technique gives you a more structured read on a candidate beyond surface charm.</p><p>From the applicant&#x2019;s side, you are the potential employer trying to predict performance, and behavioral questions keep that prediction grounded in evidence rather than gut feeling. They also tie your reading on the candidate&#x2019;s ability to what the person has genuinely done.</p><h2 id="how-to-use-behavioral-interview-questions-effectively"><strong>How to Use Behavioral Interview Questions Effectively</strong></h2><p>Behavioral interview questions work best when they are chosen and evaluated with intention. A structured approach helps hiring teams connect each question to the role, compare answers more fairly, and make better decisions from the evidence candidates provide.</p><h3 id="choose-questions-that-match-the-role"><strong>Choose questions that match the role</strong></h3><p>Good behavioral interviewing starts before the conversation, not during it. Look at the job description and pull out the competencies that actually drive success in the role. This is the same kind of intentional planning that shapes strong<a href="https://hireflix.com/blog/strategic-interview-questions-to-ask-candidates/"> strategic interview questions</a>, whether they&#x2019;re focused on:</p><ul><li>Decision making</li><li>Organizational skills</li><li>Communication</li><li>Problem solving</li><li>Composure under pressure</li></ul><p>Then choose questions that map to those job requirements rather than reading from a generic list of <a href="https://hireflix.com/blog/screening-interview-questions/">screening interview questions</a>. A behavioral based interview question only earns its place if the answer tells you something real about how this person will handle the work in front of them.</p><h3 id="score-answers-consistently"><strong>Score answers consistently</strong></h3><p>Once the answers start coming, evaluate them with a consistent structure. Listen for clear context, the specific actions the candidate took, and a measurable result. Score every candidate against the same criteria so the process stays fair, and resist rewarding whoever happens to be most charismatic in the room.</p><p>Structured interviews are not about being rigid or having fixed expectations for the outcome. They exist so that two interviewers can compare notes afterward and actually mean the same thing. A little interview preparation on your side keeps the whole thing honest.</p><h2 id="15-behavioral-interview-questions"><strong>15 Behavioral Interview Questions</strong></h2><p>The questions below cover the competencies that show up in almost every role. Treat them as common behavioral interview questions you adapt to your own context, and swap in language that fits the seniority and function you are hiring for.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/questions.jpg" class="kg-image" alt="15 Behavioral Interview Questions to Ask Candidates" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/questions.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/questions.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/questions.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/questions.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><h3 id="1-tell-me-about-a-time-you-had-to-solve-a-difficult-problem-at-work"><strong>1. Tell Me About a Time You Had to Solve a Difficult Problem at Work</strong></h3><p>This is your problem-solving and judgment question. Strong answers walk you through how the candidate spotted the issue, weighed the options, and committed to a path forward in a genuinely difficult situation. Vague responses often signal limited ownership or thin problem solving skills.</p><p>Listen for the reasoning behind the choice, the trade-offs and constraints they worked within, and how things turned out. Watch closely for whether the person explains their own role in the outcome rather than hiding behind what &quot;the team&quot; did.</p><h3 id="2-describe-a-time-you-made-a-mistake-and-how-you-handled-it"><strong>2. Describe a Time You Made a Mistake and How You Handled It</strong></h3><p>Every candidate has made mistakes, so this question is less about the error itself and more about accountability. The value sits entirely in how a person responds, repairs the damage, and learns from it. </p><p>Be wary of candidates who reach for blame or stay suspiciously vague, since that often points to a shaky relationship with ownership.</p><p>The answers worth rewarding include honesty, self-awareness, a concrete corrective action, and a clear lesson carried forward. What you are really testing is whether this person can absorb constructive feedback and avoid repeating the same error twice.</p><h3 id="3-describe-a-time-you-had-to-work-with-a-difficult-stakeholder-or-team-member"><strong>3. Describe a Time You Had to Work With a Difficult Stakeholder or Team Member</strong></h3><p>Most roles throw people together across different personalities, priorities, and communication styles, and this question surfaces collaboration and conflict management. </p><p>It doubles as a window into emotional intelligence and professionalism. Keep the focus on the candidate&apos;s behavior rather than the other person&apos;s flaws.</p><p>Look for active listening, a willingness to compromise, sensible boundary setting, or simply constructive communication under friction. An answer that only complains about a difficult colleague, with no sign of how they handled it, tells you little about their interpersonal skills.</p><h3 id="4-give-me-an-example-of-when-you-had-to-adapt-quickly"><strong>4. Give Me an Example of When You Had to Adapt Quickly</strong></h3><p>Shifting priorities, new tools, moving timelines, and surprise problems are baked into modern work, and adaptability is what carries people through them. </p><p>A strong response shows flexibility, calm decision making, and the ability to reset priorities without losing quality when the ground moves.</p><p>Notice whether the candidate mentions how they communicated the change to the people around them, because adjusting quietly while teammates are left in the dark is only half the skill.</p><h3 id="5-how-have-you-managed-competing-deadlines-and-priorities"><strong>5. How Have You Managed Competing Deadlines and Priorities?</strong></h3><p>Use this when you want to test organization and execution. The answer should reveal how someone juggles competing tasks, deadlines, and stakeholder expectations without quietly letting something slip. It is especially telling for roles where time management and follow-through move the needle on performance.</p><p>Listen for real prioritization logic, communication along the way, planning, and follow-up. Strong organizational skills show up here, while answers that lean entirely on &quot;I just worked harder&quot; usually mean the person never made a clear decision about priorities.</p><h3 id="6-describe-a-time-you-had-to-explain-something-complex-to-someone-else"><strong>6. Describe a Time You Had to Explain Something Complex to Someone Else</strong></h3><p>Making information land for a particular audience reveals real communication skills. This prompt works well for technical, client-facing, leadership, and cross-functional roles where clear communication keeps projects from derailing.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/behavioral-interview-questions.jpg" class="kg-image" alt="15 Behavioral Interview Questions to Ask Candidates" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/behavioral-interview-questions.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/behavioral-interview-questions.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/behavioral-interview-questions.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/behavioral-interview-questions.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>Look for audience awareness, a genuinely simple explanation, patience, and some check that the other person actually understood. The strongest sign is a candidate who adjusted their approach based on how much the listener already knew.</p><h3 id="7-walk-me-through-how-youve-responded-to-critical-feedback"><strong>7. Walk Me Through How You&apos;ve Responded to Critical Feedback</strong></h3><p>How a person reacts to criticism tells you a great deal about their coachability and growth potential. </p><p>Feedback response reveals maturity, humility, and an honest appetite to improve, which is why it deserves more weight than the usual &quot;soft skill&quot; label suggests. </p><p>Strong responses include openness, real reflection, a change in behavior, and ideally a measurable improvement that followed.</p><p>Stay alert to defensiveness, fuzzy examples, or any version of the story where the candidate insists the feedback was simply wrong. The ability to take constructive feedback well shapes performance and team trust long after the hire.</p><h3 id="8-give-me-an-example-of-a-time-you-took-initiative-without-being-asked"><strong>8. Give Me an Example of a Time You Took Initiative Without Being Asked</strong></h3><p>Proactive people notice gaps, suggest improvements, and act before anyone hands them a task, and this question is built to find them. That instinct matters most on fast-moving or lean teams where nobody has time to spell out every step. </p><p>A useful answer lays out a clear problem, the action the candidate chose to take, and the result of stepping up.</p><p>The thing to test for is whether this was meaningful initiative or simply doing assigned work competently, which are not the same thing.</p><h3 id="9-describe-a-decision-you-made-with-incomplete-information"><strong>9. Describe a Decision You Made With Incomplete Information</strong></h3><p>Plenty of roles, from operations to sales to customer support to leadership, demand a difficult decision before every fact is in hand. </p><p>Keep your attention on the quality of the decision making: how the person gathered what information they could, weighed the risks, and moved forward anyway.</p><p>A strong answer also revisits the outcome, showing that the candidate reviewed the result and adjusted based on what they learned rather than treating the call as final and never looking back.</p><h3 id="10-describe-a-time-you-had-to-handle-an-upset-customer-client-or-internal-partner"><strong>10. Describe a Time You Had to Handle an Upset Customer, Client, or Internal Partner</strong></h3><p>Almost everyone manages someone&apos;s expectations, so this question reaches well past customer support roles. </p><p>A strong answer reveals patience, communication, accountability, and an actual resolution to the problem. Listen for de-escalation, ownership of the issue, clear next steps, and a practical fix.</p><p>Be careful not to overvalue a response where the person was mostly focused on proving they were right, because handling a stressful situation well is about solving it, not winning it.</p><h3 id="11-tell-me-about-a-time-you-helped-improve-a-process"><strong>11. Tell Me About a Time You Helped Improve a Process</strong></h3><p>The strongest candidates notice friction, inefficiency, or recurring problems that everyone else has learned to tolerate, and this question rewards exactly that instinct. It helps you find people who improve the role rather than just performing the tasks already written into it.</p><p>A good answer covers the problem, the candidate&apos;s recommendation, how they implemented or influenced the change, and the result it produced. </p><p>Even a small improvement counts if it saved time, cut errors, or made collaboration smoother, so do not dismiss modest examples.</p><h3 id="12-tell-me-about-a-time-you-had-to-learn-something-quickly"><strong>12. Tell Me About a Time You Had To Learn Something Quickly</strong></h3><p>When a candidate&apos;s exact past work experience will not predict the next role, learning ability becomes the signal that matters. </p><p>This question fits roles involving new tools, shifting processes, or fast business growth, where agility counts more than a perfect track record.</p><p>Listen for resourcefulness, a structured way of learning, deliberate practice, and real application of the new knowledge. The detail that separates a strong answer is whether the person can explain how they turned something unfamiliar into useful work, not simply that they &quot;picked it up fast.&quot;</p><h3 id="13-give-me-an-example-of-how-youve-led-or-influenced-others"><strong>13. Give Me an Example of How You&apos;ve Led or Influenced Others</strong></h3><p>Leadership shows up long before anyone earns the title, which is exactly why this question is not reserved for management candidates. </p><p>People demonstrate leadership skills through project ownership, peer influence, mentoring, or the way they make decisions when no one is watching.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/team-leadership.jpg" class="kg-image" alt="15 Behavioral Interview Questions to Ask Candidates" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/team-leadership.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/team-leadership.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/team-leadership.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/team-leadership.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>A strong answer reveals how the candidate aligned people, handled resistance, and kept the work moving toward a result. </p><p>Pay attention to whether they emphasize team success or only their own credit, since real leadership qualities tend to show up in how generously someone shares the win.</p><h3 id="14-describe-a-time-you-had-to-work-with-people-from-different-backgrounds-or-perspectives"><strong>14. Describe a Time You Had to Work With People From Different Backgrounds or Perspectives</strong></h3><p>Working across teams, cultures, and functions calls for more than getting along, and this question explores collaboration across real differences. </p><p>The answer can reveal openness, communication style, and the ability to work alongside people who did not start from the same place. It fits especially well at companies that value inclusive teamwork and cross-functional work.</p><p>Listen for respect, curiosity, a willingness to adjust, and shared problem-solving. A generic &quot;I get along with everyone&quot; with no specific situation behind it is not worth much.</p><h3 id="15-tell-me-about-a-time-you-delivered-results-under-pressure"><strong>15. Tell Me About a Time You Delivered Results Under Pressure</strong></h3><p>Resilience and execution close out the list. Pressure exposes how a person plans, communicates, and decides when the stakes climb, which makes this a natural fit for roles with deadlines, high volume, demanding customers, or hard targets.</p><p>A strong answer includes a clear challenge, realistic prioritization, communication with the people involved, and a concrete outcome.</p><p>Be cautious with responses that glorify burnout, all-nighters, and heroics, because what you actually want is evidence of sustainable performance in a challenging situation.</p><h2 id="how-to-evaluate-answers-to-behavioral-interview-questions"><strong>How to Evaluate Answers to Behavioral Interview Questions</strong></h2><p>Strong behavioral interview questions only help if the answers are evaluated in a consistent way. The goal is not just to collect good stories, but to compare candidates based on evidence, depth, and relevance to the role.</p><h3 id="listen-for-the-star-structure"><strong>Listen for the STAR structure</strong></h3><p>A reliable way to compare candidates is to listen for the same four parts in every answer:</p><ul><li>Situation: provides context for the problem the candidate faced</li><li>Task: clarifies their specific responsibility or goal in that situation</li><li>Action: outlines the steps taken, including their skills and working style to address the problem</li><li>Result: shows the outcome or lesson learned from the candidate&#x2019;s actions</li></ul><p>You don&#x2019;t need to coach candidates through this framework or quiz them on it. Just use it as your own filter. A strong answer naturally includes enough detail to show what actually happened, and, just as important, what the candidate personally did rather than what the group accomplished.</p><h3 id="define-what-strong-answers-look-like"><strong>Define what strong answers look like</strong></h3><p>A structured interview approach makes it easier to compare candidates based on evidence instead of instinct. Decide in advance what strong, acceptable, and weak responses look like for each competency you care about. A useful way to frame them is:</p><ul><li><strong>Strong answer</strong>: ties a specific situation to a clear action and a real outcome</li><li><strong>Acceptable answer</strong>: covers the basics but stays a little thin</li><li><strong>Weak answer</strong>: is vague, borrowed from the team, or missing a result entirely</li></ul><p>Write down the evidence as you go instead of trusting a hazy impression at the end, because memory blurs quickly once you have spoken with several people, and your notes keep your reading on each candidate&#x2019;s ability honest.</p><h2 id="how-hireflix-helps-teams-ask-behavioral-interview-questions-consistently"><strong>How Hireflix Helps Teams Ask Behavioral Interview Questions Consistently</strong></h2><p>Asking great questions only helps if every candidate gets the same shot at answering them, and that consistency is hard to protect across a busy hiring schedule.</p><p><a href="https://hireflix.com/en">Hireflix</a> is built for exactly this part of the interview process. It lets your team ask candidates the same behavioral interview questions through <a href="https://hireflix.com/blog/one-way-interview/">one-way video interviews</a>, so everyone receives an identical prompt, format, and window to respond.</p><p><em>Want to see how Hireflix works in practice? <a href="https://youtu.be/mwDFOgN2In0">Watch the demo</a> to explore its features and workflow.</em></p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo.png" class="kg-image" alt="15 Behavioral Interview Questions to Ask Candidates" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hireflix-Demo.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hireflix-Demo.png 1000w, https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo.png 1470w" sizes="(min-width: 720px) 720px"></figure><p>Recruiters and hiring managers then review the answers asynchronously and compare responses side by side, which makes early behavioral screening far more consistent than scattered live calls where no two conversations ever quite match. For any employer moving quickly without cutting corners, it is a fairer, faster first pass that respects each candidate&apos;s time.</p><h2 id="use-behavioral-interview-questions-to-hire-with-more-confidence"><strong>Use Behavioral Interview Questions to Hire With More Confidence</strong></h2><p>These common behavioral questions earn their keep because they trade guesswork for evidence. The right prompts let you evaluate a candidate&apos;s past behavior, judgment, communication, ownership, and genuine readiness for the role, all from stories about work the person has actually done.</p><p>Build your list around the competencies that matter, score answers against the same standard, and you will leave each interview with a clearer, more defensible decision. </p><p>If you want to standardize that early behavioral screening and give every candidate the same fair start, Hireflix is a straightforward way to put these questions to work.</p>]]></content:encoded></item><item><title><![CDATA[Recruitment ROI: How to Quantify Your Recruiting Efforts]]></title><description><![CDATA[Discover what recruitment ROI measures, the formula behind it, how to quantify your recruiting efforts, and how to improve them.
]]></description><link>https://hireflix.com/blog/recruitment-roi/</link><guid isPermaLink="false">6a53452f9eefe90001436beb</guid><dc:creator><![CDATA[Antonio Gonzalez]]></dc:creator><pubDate>Mon, 13 Jul 2026 19:00:01 GMT</pubDate><media:content url="https://hireflix.com/blog/content/images/2026/07/Recruitment-ROI-1.png" medium="image"/><content:encoded><![CDATA[<img src="https://hireflix.com/blog/content/images/2026/07/Recruitment-ROI-1.png" alt="Recruitment ROI: How to Quantify Your Recruiting Efforts"><p>Every hire carries a price tag, but not every hire delivers the same return. Recruitment ROI is how you tell the difference.</p><p>This guide walks through what recruitment ROI actually measures, the formula behind it, the costs and value worth tracking, and the practical steps that strengthen your results over time.</p><p>We&#x2019;ll give you strategies on how to quantify your recruiting efforts and, just as importantly, how to improve them.</p><h2 id="what-is-recruitment-roi"><strong>What Is Recruitment ROI?</strong></h2><p>Recruitment ROI measures whether your recruiting efforts create more value than they cost. Instead of looking at spending on its own, it asks a more important question: is the time and money you invest in hiring producing a real business return?</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/TIME-AND-MONEY.jpg" class="kg-image" alt="Recruitment ROI: How to Quantify Your Recruiting Efforts" loading="lazy" width="2000" height="1333" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/TIME-AND-MONEY.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/TIME-AND-MONEY.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/TIME-AND-MONEY.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/TIME-AND-MONEY.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>A hire who simply fills a seat is not the same as a hire who lifts output, revenue, or team performance, and recruitment ROI is the lens that tells those two apart.</p><p>It also helps to keep recruitment ROI distinct from everyday <a href="https://hireflix.com/blog/kpis-for-recruiters/">KPIs like time to hire</a> or cost per hire. Those numbers feed into your ROI, but they do not define it alone. Recruitment ROI sits above them as the broader, business-level view of how well your recruiting actually performs.</p><h2 id="why-recruitment-roi-matters"><strong>Why Recruitment ROI Matters</strong></h2><p>Recruitment ROI is important for reasons that reach well beyond a monthly report. When you can demonstrate return, you can justify investment in the tools, channels, and hiring programs that genuinely work. And in turn, connect recruitment spending to outcomes that map to wider business strategy.</p><p>There is an operational payoff as well. A clear view of recruitment return shows which efforts create value and which ones drain time or budget.</p><p>ROI turns hunches about job boards, agencies, recruitment marketing, or software into decisions you can defend, making it a planning tool for the whole recruitment team rather than a finance metric you calculate once and forget.</p><h2 id="the-recruitment-roi-formula"><strong>The Recruitment ROI Formula</strong></h2><p>Recruitment ROI follows a simple formula:</p><!--kg-card-begin: markdown--><div style="margin:32px 0; border-radius:18px; overflow:hidden; box-shadow:0 4px 18px rgba(0,0,0,0.06); font-family:Arial, sans-serif;">
  <div style="background:linear-gradient(90deg,#5b57e8,#4c49da); color:#fff; padding:20px 28px; font-size:22px; font-weight:700;">
    Recruitment ROI Formula
  </div>
  <div style="background:#f3f3f7; padding:36px 32px; font-size:30px; line-height:1.5; color:#1f2937; text-align:center;">
    <strong>Recruitment ROI</strong> =
    <strong>[(</strong>Total value of hires &#x2212; Total recruitment costs<strong>)</strong>
    /
    Total recruitment costs<strong>]</strong>
    &#xD7; 100
  </div>
</div><!--kg-card-end: markdown--><p>The math is uncomplicated, but it only works when both sides of the equation are defined realistically. Inflate the value or lowball the cost, and the result tells you nothing useful.</p><p>Picture a team that spends $50,000 in a quarter to fill several roles, covering job ads, recruitment software, and recruiter time. Those hires then generate an estimated $150,000 in value through faster productivity and reduced vacancy costs.</p><p>Plugging the numbers in, (150,000 &#x2212; 50,000) / 50,000 &#xD7; 100 produces a recruitment ROI of 200%. In plain terms, every dollar spent returned two dollars in value.</p><h3 id="reading-your-results"><strong>Reading your results</strong></h3><p>Once you calculate recruitment ROI, the result gives you a quick signal about how well your recruiting efforts are performing.</p><ul><li>A positive number means those efforts are creating more value than they cost.</li><li>When the result lands flat, the process is roughly breaking even, which usually points to room for better efficiency or stronger hire quality.</li><li>Negative ROI shows the process costs more than it returns, often because roles stay open too long or hires do not perform well enough.</li></ul><p>Many teams build a simple recruitment ROI calculator in a spreadsheet so they can run these numbers consistently instead of guessing each quarter.</p><h2 id="what-to-include-in-recruitment-costs"><strong>What to Include in Recruitment Costs</strong></h2><p>Accurate recruitment ROI starts with an honest accounting of cost. Most teams capture the obvious line items and overlook the hidden ones that distort the final figure.</p><h3 id="external-costs"><strong>External costs</strong></h3><p>The external side covers everything you pay outside the organization. That includes:</p><ul><li>Job ads</li><li>Recruitment agency fees</li><li>Recruitment software</li><li>Candidate assessments</li><li>Sourcing tools</li></ul><p>Because these costs land cleanly on an invoice, they tend to get tracked well.</p><h3 id="internal-costs"><strong>Internal costs</strong></h3><p>Internal costs are harder to see but every bit as real. Recruiter salaries, interviewer time, coordination work, and onboarding support all belong in your total recruitment cost.</p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Interviewer.jpg" class="kg-image" alt="Recruitment ROI: How to Quantify Your Recruiting Efforts" loading="lazy" width="2000" height="1125" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Interviewer.jpg 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Interviewer.jpg 1000w, https://hireflix.com/blog/content/images/size/w1600/2026/07/Interviewer.jpg 1600w, https://hireflix.com/blog/content/images/size/w2400/2026/07/Interviewer.jpg 2400w" sizes="(min-width: 720px) 720px"></figure><p>A hiring manager who spends ten hours interviewing is spending real money, even when no invoice changes hands. Leave labor time and process overhead out of the calculation, and your ROI will look healthier than it truly is, which leads to decisions built on shaky ground.</p><h2 id="what-to-include-in-recruitment-value"><strong>What to Include in Recruitment Value</strong></h2><p>Value is the trickier side of the equation, partly because it accrues over time rather than all at once. A useful way to frame it is to ask what a strong hire actually changes for the business:</p><ul><li><strong>Stronger productivity:</strong> New hires contribute effectively and start creating value sooner.</li><li><strong>Reduced vacancy costs:</strong> Open roles stay unfilled for less time, which lowers lost output.</li><li><strong>Reduced overtime:</strong> Existing employees spend less time covering staffing gaps.</li><li><strong>Better retention:</strong> Stronger hires stay longer, which trims replacement and rehiring costs.</li></ul><p>Together, these value signals help show whether recruiting is producing hires who contribute quickly, reduce business strain, and stay long enough to make the investment worthwhile. The more clearly you define this value, the more accurate your recruitment ROI calculation becomes.</p><h3 id="direct-value-versus-longer-term-value"><strong>Direct value versus longer-term value</strong></h3><p>Splitting that value into two horizons makes it easier to estimate. Direct value is immediate and more visible, such as the revenue a sales hire brings in or the output a productive new employee adds within months.</p><p>Longer-term value compounds through stronger employee retention, better hiring outcomes, and fewer rehires down the road. Both belong in your recruitment ROI, even if the second kind takes more patience to capture.</p><div class="kg-card kg-callout-card kg-callout-card-grey"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Related: <a href="https://hireflix.com/blog/kpis-for-recruiters/">10 KPIs for Recruiters to Streamline the Hiring Process</a></div></div><h2 id="which-inputs-help-support-recruitment-roi"><strong>Which Inputs Help Support Recruitment ROI</strong></h2><p>No single figure tells the whole story. Several supporting inputs give recruitment ROI its context and make the number behind it credible. None of these is the headline, but together they explain why your return looks the way it does:</p><ul><li><strong>Quality of hire:</strong> Shows whether your recruiting is bringing in strong, long-term contributors. A strong hire increases the value side of recruitment ROI because the person is more likely to perform well, ramp up faster, and contribute meaningfully to the business.</li><li><strong>Retention:</strong> Indicates whether hires stay long enough to create lasting value. When stronger hires remain with the company, recruitment costs are spread across more productive years instead of being repeated through replacement hiring.</li><li><strong>Time to hire:</strong> Reflects how quickly the team moves candidates through the process.<a href="https://hireflix.com/blog/how-to-hire-faster/"> A shorter, more efficient hiring timeline</a> can reduce candidate drop-off and help teams secure strong talent before competitors do.</li><li><strong>Time to fill:</strong> Measures how long a role stays open before someone fills it. When roles stay vacant for too long, the business may lose productivity, revenue, or team capacity, which can lower recruitment ROI.</li><li><strong>Cost per hire:</strong> Shows how much you spend to make each hire. Tracking this input helps teams understand whether recruitment spending is producing enough value to justify the investment.</li></ul><p>These metrics matter because gains in any of them tend to feed straight back into return. Faster screening shortens time to fill, a stronger quality hire lifts long-term value, and better retention spreads recruiting costs across more productive years.</p><h2 id="common-mistakes-when-measuring-recruitment-roi"><strong>Common Mistakes When Measuring Recruitment ROI</strong></h2><p>A handful of predictable mistakes can undermine even a well-built ROI calculation. Most of them happen when teams measure costs too narrowly or separate recruiting activity from actual business outcomes. The most common ones are worth watching for:</p><ul><li><strong>Focusing only on short-term cost savings:</strong> A cheaper hiring process is not always a better one. If saving money leads to weaker hires, slower productivity, or faster turnover, the apparent savings can disappear quickly.</li><li><strong>Ignoring long-term hiring value:</strong> Recruitment ROI should account for what a strong hire contributes over time, not just what happens in the first few weeks. A candidate who stays and grows with the company can create value long after the initial recruitment cost is spent.</li><li><strong>Leaving out labor time and process overhead:</strong> Recruiter time, interviewer time, coordination, and onboarding all affect the real cost of hiring. When these internal costs are left out, recruitment ROI looks stronger than it actually is.</li><li><strong>Forgetting retention and candidate experience:</strong> Both influence return. A rushed or frustrating process may save time upfront, but it can also lead to lost candidates, weaker offers, or early turnover.</li><li><strong>Measuring activity without tying it to business goals:</strong> Applications, interviews, and hires matter, but they do not tell the full story on their own. Recruitment ROI becomes more useful when those activities connect to outcomes the business actually cares about, such as productivity, revenue, or team performance.</li></ul><p>The fix is structure. A repeatable framework beats inconsistent assumptions, and tying your ROI measurement to genuine business goals keeps it honest. Measuring isolated recruiting activity rarely reveals whether your recruitment strategy is actually working.</p><h2 id="how-to-improve-recruitment-roi"><strong>How to Improve Recruitment ROI</strong></h2><p>Improving recruitment ROI usually comes down to two levers: lowering unnecessary costs and increasing the value each hire creates. The strongest recruitment teams work on both sides of the equation instead of treating speed, cost, and quality as separate goals.</p><h3 id="improve-efficiency"><strong>Improve efficiency</strong></h3><p>On the cost side, the quickest wins come from removing waste. The most useful changes target the parts of the process that raise costs without improving the hiring decision.</p><p>Trimming unnecessary<a href="https://hireflix.com/blog/phone-screening-interview/"> interview stages</a> keeps things moving without piling on evidence you do not need, and reducing duplicated work across recruiters, hiring managers, and coordinators cuts hidden labor cost.</p><p>Tighter<a href="https://hireflix.com/blog/candidate-screening/"> early-stage screening</a> means recruiters spend more of their time with qualified candidates, while smart use of recruitment software handles the repetitive sorting, scheduling, and review.</p><p>Closing the gaps between stages matters too, since strong candidates will lose interest or accept another offer when a process stalls. This is where AI recruitment tools and modern recruitment software can earn their keep, especially when they reduce repetitive admin and let the team focus on judgment and candidate engagement.</p><h3 id="focus-on-outcomes"><strong>Focus on outcomes</strong></h3><p>On the value side, the goal is stronger results that last. Better quality of hire and higher employee retention turn each recruiting investment into a longer payoff. This means teams should focus on whether the process is producing strong, lasting hires, not just moving quickly.</p><p>That means improving role alignment, strengthening screening quality, protecting the candidate experience, and refining sourcing channels based on which ones produce the strongest hires.</p><h2 id="how-hireflix-supports-your-recruitment-roi"><strong>How Hireflix Supports Your Recruitment ROI</strong></h2><p>This is where a tool like Hireflix comes into play. <a href="https://hireflix.com/en">Hireflix</a> runs structured asynchronous video interviews, which means candidates record their answers on their own schedule and recruiters review them whenever it suits. That one change removes a major source of scheduling friction at the top of the funnel, saves recruiter time, and lowers the cost of early-stage screening.</p><p>The connection to recruitment ROI is direct. Faster screening, lighter manual workload, and more efficient candidate review all push costs down while keeping good candidates engaged throughout<a href="https://hireflix.com/blog/full-cycle-recruiting/"> the recruitment process</a>.</p><p>Hireflix will not run your full ROI analysis, and it is not meant to. What it does is make one expensive, time-heavy stage leaner, so the return on everything around it improves.</p><p><em>Want to see how Hireflix works in practice? <a href="https://youtu.be/mwDFOgN2In0">Watch the demo</a> to explore its features and workflow.</em></p><figure class="kg-card kg-image-card"><img src="https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-2.png" class="kg-image" alt="Recruitment ROI: How to Quantify Your Recruiting Efforts" loading="lazy" width="1470" height="832" srcset="https://hireflix.com/blog/content/images/size/w600/2026/07/Hireflix-Demo-2.png 600w, https://hireflix.com/blog/content/images/size/w1000/2026/07/Hireflix-Demo-2.png 1000w, https://hireflix.com/blog/content/images/2026/07/Hireflix-Demo-2.png 1470w" sizes="(min-width: 720px) 720px"></figure><h2 id="build-better-recruitment-roi"><strong>Build Better Recruitment ROI</strong></h2><p>The most useful version of recruitment ROI brings three things together: clear cost visibility, honest outcome tracking, and the business context that explains both. Any one of them on its own offers only a partial picture. Combined, they show not just what you spent, but what you earned.</p><p>The real aim is not to prove your recruiting paid off one time. It is to keep improving that return season after season, hire after hire. If part of your inefficiency lives in slow, manual screening, Hireflix is your best option.</p>]]></content:encoded></item></channel></rss>