{"id":20017,"date":"2025-04-14T11:21:47","date_gmt":"2025-04-14T11:21:47","guid":{"rendered":"https:\/\/goedmo.com\/blog?p=20017"},"modified":"2025-10-09T12:06:27","modified_gmt":"2025-10-09T12:06:27","slug":"human-bias-vs-ai-in-admission-and-enrollments","status":"publish","type":"post","link":"https:\/\/goedmo.com\/blog\/human-bias-vs-ai-in-admission-and-enrollments\/","title":{"rendered":"Human Bias vs AI in Admission and Enrollments"},"content":{"rendered":"\n<p><span style=\"font-weight: 400;\">The college admissions process can be unfair due to different biases. While changes are being made, studies show that human biases, like favoritism for legacy students and wealthier families, still affect decisions.<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-weight: 400;\">Legacy students are <\/span>7 times more likely<span style=\"font-weight: 400;\"> to be admitted to top colleges <\/span>like Harvard and make up nearly a third<span style=\"font-weight: 400;\"> of the incoming class, with <\/span>70% being white<span style=\"font-weight: 400;\">. In 2023, <\/span>15.4%<span style=\"font-weight: 400;\"> of Stanford&#8217;s incoming class benefited from legacy connections.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">A 2023 study found that children from the top <\/span>1% of families are twice as likely to attend Ivy League<span style=\"font-weight: 400;\"> or top universities as those from middle-class families with similar test scores.<\/span><\/li>\n\n\n\n<li><span style=\"font-weight: 400;\">A study from <\/span>Indiana University<span style=\"font-weight: 400;\"> found that SAT and GRE scores don\u2019t predict success equally across all colleges. Race and gender can change how test scores predict GPA, leading to unfair differences in admissions.<\/span><\/li>\n<\/ul>\n\n\n\n<p><span style=\"font-weight: 400;\">These biases underscore the challenges in making the process fair, but AI has the potential to help reduce <\/span>bias in college admissions<span style=\"font-weight: 400;\"> and make decisions more equitable and accurate.<\/span><\/p>\n\n\n\n<h2 id=\"understanding-forms-of-bias-in-college-admissions\" class=\"wp-block-heading\">Understanding Forms of Bias in College Admissions<\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Human biases can impact the fairness and diversity of university admissions. These <\/span>forms of bias in admissions<span style=\"font-weight: 400;\">, whether intentional or not, can lead to unfair advantages for some applicants while disadvantaging others.<\/span><\/p>\n\n\n\n<h3 id=\"halo-effect\" class=\"wp-block-heading\">Halo Effect<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">People often assume attractive individuals are smarter. Research from the University of St Andrews suggests admissions officers may favor good-looking applicants, even if others have similar qualifications.&nbsp;<\/span><\/p>\n\n\n\n<h3 id=\"ingroup-bias\" class=\"wp-block-heading\">Ingroup Bias<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Some universities favor children of alumni over other equally qualified applicants. A survey found that 25% of admissions officers felt pressure to admit these students.&nbsp;<\/span><\/p>\n\n\n\n<h3 id=\"stereotype-bias\" class=\"wp-block-heading\">Stereotype Bias<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Stereotypes about race or background can affect admissions decisions. A study found Asian American students were 28% less likely to be admitted than White students with the same qualifications.<\/span><\/p>\n\n\n\n<h3 id=\"status-quo-bias\" class=\"wp-block-heading\">Status Quo Bias<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Wealthier students have better access to education and tutors, giving them an advantage in college admissions. Top universities like&nbsp; MIT, Georgetown, and Penn admit more wealthy students, making it harder for low-income students to compete.<\/span><\/p>\n\n\n\n<h3 id=\"confirmation-bias\" class=\"wp-block-heading\">Confirmation Bias<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">People look for information that supports what they already believe. In the <\/span><span style=\"font-weight: 400;\">University of California lawsuit<\/span><span style=\"font-weight: 400;\">, White and Asian students said they were treated unfairly compared to Black and Hispanic students. Such biases can lead to unfair decisions in the admissions process.<\/span><\/p>\n\n\n\n<h3 id=\"groupthink-bandwagon-effect\" class=\"wp-block-heading\">Groupthink (Bandwagon Effect)<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Admission officers may follow others&#8217; opinions instead of making independent decisions. If one reviewer praises an applicant, others might do the same without evaluation.<\/span><\/p>\n\n\n\n<h3 id=\"recency-bias\" class=\"wp-block-heading\">Recency Bias<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">Recent applications may get more attention than earlier ones. A strong applicant reviewed last might get more attention than an equally good one reviewed earlier.<\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">While efforts to reduce <\/span>bias in college admissions<span style=\"font-weight: 400;\"> have been made, it&#8217;s difficult to remove them entirely. This is where AI can step in, providing a fairer and more consistent method of evaluating applications using objective data instead of personal opinions.<\/span><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/goedmo.com\/contact\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1159\" height=\"550\" src=\"https:\/\/goedmo.com\/blog\/wp-content\/uploads\/2025\/06\/CTA-banner-3.webp\" alt=\"CTA banner 3\" class=\"wp-image-22761\" srcset=\"https:\/\/goedmo.com\/blog\/wp-content\/uploads\/2025\/06\/CTA-banner-3.webp 1159w, https:\/\/goedmo.com\/blog\/wp-content\/uploads\/2025\/06\/CTA-banner-3-300x142.webp 300w, https:\/\/goedmo.com\/blog\/wp-content\/uploads\/2025\/06\/CTA-banner-3-1024x486.webp 1024w, https:\/\/goedmo.com\/blog\/wp-content\/uploads\/2025\/06\/CTA-banner-3-768x364.webp 768w\" sizes=\"(max-width: 1159px) 100vw, 1159px\" \/><\/a><\/figure><\/div>\n\n\n<h2 id=\"role-of-ai-in-admissions-and-enrollment\" class=\"wp-block-heading\">Role of AI in Admissions and Enrollment<\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">AI in admissions is transforming how universities evaluate applicants, helping reduce<\/span> bias in college admissions<span style=\"font-weight: 400;\">. Here\u2019s how AI can improve the process:<\/span><\/p>\n\n\n\n<h3 id=\"1-efficient-application-review\" class=\"wp-block-heading\">1. Efficient Application Review<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">AI is transforming admissions by automating application screening. A survey found that<\/span> 50% of admissions offices<span style=\"font-weight: 400;\"> already use AI for this process. AI tools evaluate applications, assess academic records, and ensure unbiased evaluations. This reduces manual effort and speeds up decision-making. With <\/span><a href=\"https:\/\/goedmo.com\/document-intelligence\/\"><strong>EDMO\u2019s Document Intelligence<\/strong><\/a><span style=\"font-weight: 400;\">, universities can make admissions even more efficient by automating document processing, improving accuracy, and easily integrating with existing systems.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/goedmo.com\/blog\/wp-content\/uploads\/2025\/04\/Scaled-Communications-with-Pounce.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<h3 id=\"2-enhanced-communication-with-applicants\" class=\"wp-block-heading\">2. Enhanced Communication with Applicants<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">AI-powered chatbots are improving communication between universities and applicants.<\/span> Georgia State University&#8217;s<span style=\"font-weight: 400;\"> AI chatbot Pounce helped reduce summer melt by sending reminders and answering queries, resulting in a <\/span>3.3% increase in enrollment<span style=\"font-weight: 400;\"> and a <\/span>21% decrease in summer melt. <span style=\"font-weight: 400;\">AI provides applicants with quick responses and guidance, improving engagement. <\/span><\/p>\n\n\n\n<p><span style=\"font-weight: 400;\">With<\/span><a href=\"https:\/\/goedmo.com\/conversation-intelligence\/\"> <strong>EDMO\u2019s Conversation Intelligence<\/strong><\/a><span style=\"font-weight: 400;\">, universities can improve applicant communication, providing real-time support and ultimately increasing the application-to-enrollment rate by 5%.<\/span><\/p>\n\n\n\n<h3 id=\"3-predictive-analytics-for-student-success\" class=\"wp-block-heading\">3. Predictive Analytics for Student Success<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">AI-powered predictive analytics are helping colleges boost student success by identifying those at risk of dropping out. <\/span>Georgia State University<span style=\"font-weight: 400;\"> uses this system to monitor over 800 risk factors, leading to a <\/span>22% increase in graduation rates<span style=\"font-weight: 400;\">. By predicting academic challenges early, universities can provide support to improve student success and retention.<\/span><\/p>\n\n\n\n<h3 id=\"4-better-decision-making\" class=\"wp-block-heading\">4. Better Decision Making<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">AI helps universities make better decisions by evaluating data from various sources like admissions, student performance, and engagement. For example, the <\/span>University of Iowa<span style=\"font-weight: 400;\"> used data analytics to improve its admissions strategy, leading to a <\/span>20% increase in out-of-state enrollments<span style=\"font-weight: 400;\">. This helps universities improve enrollment, allocate resources better, and improve programs.<\/span><\/p>\n\n\n\n<h3 id=\"5-improved-student-retention\" class=\"wp-block-heading\">5. Improved Student Retention<\/h3>\n\n\n\n<p><span style=\"font-weight: 400;\">AI is helping universities improve student retention by identifying at-risk students early. For example, <\/span>Nova Southeastern University<span style=\"font-weight: 400;\"> in Florida used AI to detect students who might be at risk of dropping out. This proactive approach helped the university to provide early intervention through academic and support services, leading to a <\/span>17% reduction in student attrition<span style=\"font-weight: 400;\">. By addressing issues before they become serious, AI contributes to <\/span>higher retention rates<span style=\"font-weight: 400;\">.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/goedmo.com\/blog\/wp-content\/uploads\/2025\/04\/Aible.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<h2 id=\"conclusion\" class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p><span style=\"font-weight: 400;\">Human biases have always been a problem in admissions, but AI can make it more fair and unbiased. By automating application reviews, bolstering communication, and using predictive analytics, AI ensures that decisions are based on facts rather than personal opinions. However, AI also has its challenges. If it learns from biased data, it could repeat unfair patterns, continuing<\/span> bias in college admissions<span style=\"font-weight: 400;\">. Combining AI with human judgment is essential to keep the process fair and inclusive. <\/span><a href=\"https:\/\/goedmo.com\/\"><strong>EDMO\u2019s AI solutions<\/strong><\/a><span style=\"font-weight: 400;\"> help universities make fair, data-driven decisions while ensuring transparency. Trusted by 200+ institutions, EDMO streamlines admissions and promotes inclusivity.<\/span><\/p>\n\n\n\n<p><strong>Also Read: <a href=\"https:\/\/goedmo.com\/blog\/ischoolconnect-technologies-inks-partnership-with-anunaad-public-school-to-assist-potential-study-abroad-students\/\" target=\"_blank\" rel=\"noreferrer noopener\">EDMO inks partnership with Anunaad Public School to assist potential study abroad students<\/a><\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/goedmo.com\/blog\/k-12-guide-empower-your-advisors-with-the-power-of-technology\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>K-12 Guide | Empower your advisors with the Power of Technology<\/strong><\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/goedmo.com\/blog\/fisher-college-collaborates-with-ischool360-to-boost-their-student-engagement-and-admission-strategy\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Fisher College collaborates with EDMO to boost their student engagement and admission strategy<\/strong><\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/goedmo.com\/blog\/ischoolconnect-technologies-partners-with-tinsukia-commerce-college-to-ease-the-study-abroad-application-for-potential-students\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>EDMO Partners with Tinsukia Commerce College to Simplify Study Abroad Applications<\/strong><\/a><\/p>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The college admissions process can be unfair due to different biases. While changes are being made, studies show that human biases, like favoritism for legacy students and wealthier families, still affect decisions. These biases underscore the challenges in making the process fair, but AI has the potential to help reduce bias in college admissions and [&hellip;]<\/p>\n","protected":false},"author":38,"featured_media":23915,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"no","_lmt_disable":"","two_page_speed":[],"footnotes":""},"categories":[1047,1046],"tags":[],"class_list":["post-20017","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-in-education","category-education-technology"],"acf":[],"modified_by":null,"_links":{"self":[{"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/posts\/20017","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/comments?post=20017"}],"version-history":[{"count":22,"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/posts\/20017\/revisions"}],"predecessor-version":[{"id":23273,"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/posts\/20017\/revisions\/23273"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/media\/23915"}],"wp:attachment":[{"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/media?parent=20017"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/categories?post=20017"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/goedmo.com\/blog\/wp-json\/wp\/v2\/tags?post=20017"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}