{"id":20286,"date":"2022-04-15T00:00:19","date_gmt":"2022-04-15T00:00:19","guid":{"rendered":"https:\/\/www.tamus.edu\/data-science\/?p=20286"},"modified":"2025-10-06T20:24:15","modified_gmt":"2025-10-06T20:24:15","slug":"repayment-of-federal-student-loans-over-time-trends-by-urm","status":"publish","type":"post","link":"https:\/\/www.tamus.edu\/data-science\/2022\/04\/15\/repayment-of-federal-student-loans-over-time-trends-by-urm\/","title":{"rendered":"Repayment of Federal Student Loans Over Time: Trends by URM"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20286\" class=\"elementor elementor-20286\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5936e85f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5936e85f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-178ebc78\" data-id=\"178ebc78\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-173cbb13 elementor-widget elementor-widget-text-editor\" data-id=\"173cbb13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3664dfa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3664dfa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-38d7076\" data-id=\"38d7076\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6545fcd elementor-widget elementor-widget-heading\" data-id=\"6545fcd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Repayment of Federal Student Loans Over Time<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-21c62db elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"21c62db\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-680805b\" data-id=\"680805b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-95f2138 elementor-widget elementor-widget-text-editor\" data-id=\"95f2138\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This blog post represents the seventh in our series on student loan debt. All previous blog posts can be found on our <a href=\"https:\/\/www.tamus.edu\/data-science\/\">primary website<\/a>. In our <a href=\"https:\/\/www.tamus.edu\/data-science\/2022\/04\/01\/repayment-of-federal-student-loans-over-time\/\">previous blog post<\/a>, we started looking at trends in student loan repayment of beginning balances. Using\u00a0<span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">the\u00a0<\/span><span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); background-color: #ffffff;\">US Department of Education&#8217;s <\/span><a style=\"font-size: 16px; font-family: var( --e-global-typography-text-font-family ), Sans-serif;\" href=\"https:\/\/collegescorecard.ed.gov\/\">College Scorecard<\/a><span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">\u00a0data, we found that\u00a0<\/span><span style=\"font-size: 16px; font-weight: bold; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\">the average balance owed at each of the four checkpoints in the Scorecard data was 97.6% in Year 1, 89.5% in Year 5, 64.9% in Year 10, and 40.6% in Year 20.<\/span><span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\">\u00a0One of the observations from these data was that\u00a0<\/span><span style=\"background-color: #ffffff; font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">repayment of student loans may differ based on institutional type and demographic characteristics. We explore these differences further in this blog post.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4786cc7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4786cc7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cd17e58\" data-id=\"cd17e58\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3f022d6 elementor-widget elementor-widget-heading\" data-id=\"3f022d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Relationship between Loan Repayment Rate and Percentage of Underserved Students<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-204256d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"204256d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-34ecc36\" data-id=\"34ecc36\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4ba62ab elementor-widget elementor-widget-text-editor\" data-id=\"4ba62ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">In the\u00a0<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: 16px; font-weight: var( --e-global-typography-text-font-weight );\">visualizations below, we have repayment rates disaggregated by the percentage of students who identify as either Black\/African American or Hispanic\/Latino. We refer to this group as Underrepresented Minority (URM) students. Campuses are grouped into quartiles based on the percentage of URM students in the undergraduate population. Texas public four-year universities are highlighted with their name abbreviation and color associated with university system membership. The three tabs at the top of the visualization show data for checkpoints at 5, 10, and 20 years after students leave an institution.<\/span><\/p>\n<ul style=\"margin-left: 2.5em; list-style-position: outside; list-style-type: disc;\">\n<li><span style=\"font-size: 16px; background-color: #ffffff;\">The primary takeaway from the URM-segmented data is that <b>institutions with higher URM percentages have borrowers carrying higher average balances over time<\/b>.\u00a0<\/span><\/li>\n<li><span style=\"font-size: 16px; background-color: #ffffff;\">Looking at the first chart, you can see that <b>almost all of the institutions in the highest URM quartile to the far-right have repayment averages exceeding 100% at Year 5<\/b>. This means that the average student from these institutions owes more in student loan balances after 5 years than they did when they left school.<\/span><\/li>\n<li><span style=\"font-size: 16px; background-color: #ffffff;\">A large proportion of institutions in the third quartile (50%-75% URM) are at or above 100% in Year 5, with a smaller portion of the second quartile above 100%.<\/span><\/li>\n<li>In Year 10, most institutions have percentages that are lower than in Year 5. However, <b>there are still a number of institutions in the top two quartiles (50% URM and higher) that are at the 100% or above mark.<\/b><\/li>\n<li>In Year 20,<b> the median percentage for the highest URM institutional quartile\u00a0(75%-100%)\u00a0is still above 75%.<\/b>\u00a0<span style=\"font-size: 16px; background-color: #ffffff;\">This indicates that half of the institutions in the highest quartile have students who still owe at least 79% of the original student loan balance after 20 years since leaving the institution.\u00a0<\/span>For the other three quartiles, the median percentage owed is below the 50% mark.<\/li>\n<\/ul>\n<p>NOTE: Due to the volume of information in each visualization below, we recommend that you click the &#8220;Full Screen&#8221; button in the bottom-right corner to enhance viewing of the data. Also, clicking in the &#8220;Select System&#8221; box at the far-right will allow you to highlight all of the institutions within one of the public university systems in Texas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-77e2484 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"77e2484\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e7b627\" data-id=\"5e7b627\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-91df017 elementor-widget elementor-widget-html\" data-id=\"91df017\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<script type='text\/javascript' src='https:\/\/tableau.tamu.edu\/javascripts\/api\/viz_v1.js'><\/script><div class='tableauPlaceholder' style='width: 1282px; height: 800px;'><object class='tableauViz' width='1282' height='800' style='display:none;'><param name='host_url' value='https%3A%2F%2Ftableau.tamu.edu%2F' \/> <param name='embed_code_version' value='3' \/> <param name='site_root' value='&#47;t&#47;TAMUS' \/><param name='name' value='blog-2022-04-15&#47;RepaymentbyURMYR5' \/><param name='tabs' value='yes' \/><param name='toolbar' value='yes' \/><param name='showAppBanner' value='false' \/><\/object><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-03f6192 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"03f6192\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-10e147c\" data-id=\"10e147c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-84054b2 elementor-widget elementor-widget-heading\" data-id=\"84054b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">So What?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9b5c193 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9b5c193\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e826947\" data-id=\"e826947\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-263a4ea elementor-widget elementor-widget-text-editor\" data-id=\"263a4ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As the industry of higher education continues to press forward in addressing concerns around diversity, equity, and inclusion, the data related to repayment of student loan balances show that students from institutions with higher levels of underrepresented minorities on campus tend to struggle to repay student loan debt. The delta between the median percentage owed in Year 5 for the first quartile with the lowest percentage of URM students (87.3%) and fourth quartile with the highest percentage of URM students (125.6%) is <b>38 percentage points.<\/b>\u00a0The difference between the median for the first quartile (35.7%) and fourth quartile (79%)\u00a0<span style=\"background-color: #ffffff; font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\"><b>actually increased to over 43 percentage points\u00a0<\/b><\/span><span style=\"background-color: #ffffff; font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif;\"><b>in Year 20<\/b><\/span><span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); background-color: #ffffff;\"><b>. <\/b>This means that the gap between these groups is growing over time, as opposed to shrinking. Given the status of these gaps,\u00a0<\/span><span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); background-color: #ffffff;\">the ability to repay student loans is one factor that needs to be included i<\/span><span style=\"font-size: 16px; color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); background-color: #ffffff;\">n multi-faceted conversations about college access and affordability.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-65aa7e3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65aa7e3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3db5b3b\" data-id=\"3db5b3b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Repayment of Federal Student Loans Over Time This blog post represents the seventh in our series on student loan debt. All previous blog posts can be found on our primary website. In our previous blog post, we started looking at trends in student loan repayment of beginning balances. Using\u00a0the\u00a0US Department of Education&#8217;s College Scorecard\u00a0data, we&#8230;<\/p>\n","protected":false},"author":1067,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"inline_featured_image":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[19,13,30,15],"tags":[],"class_list":["post-20286","post","type-post","status-publish","format-standard","hentry","category-educational-attainment","category-graduation","category-student-debt","category-underrepresented-minorities"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Repayment of Federal Student Loans Over Time: Trends by URM - Data Science<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.tamus.edu\/data-science\/2022\/04\/15\/repayment-of-federal-student-loans-over-time-trends-by-urm\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Repayment of Federal Student Loans Over Time: Trends by URM - Data Science\" \/>\n<meta property=\"og:description\" content=\"Repayment of Federal Student Loans Over Time This blog post represents the seventh in our series on student loan debt. 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