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Gainful Employment regulations partially addressed this risk by linking eligibility for federal aid to program-level debt relative to student income. This retrospective analyzes how the approach can inform policymakers’ next iteration of accountability. Using U.S. Department of Education College Scorecard data and a Gainful Employment Equivalent framework, the study highlights successes and flaws to support improved mechanisms for higher education.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/a-retrospective-on-gainful-employment-introduction-policy-accountability-study-on-student-loan-debt/588211/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/a-retrospective-on-gainful-employment-introduction-policy-accountability-study-on-student-loan-debt/588211.png","ImageObject",300,407,{"name":92,"@type":93},"Aditya","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-11-01","2026-10-15",true,{"@type":102,"interactionType":103,"userInteractionCount":29},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What problem did Gainful Employment regulations try to solve?","Question",{"text":112,"@type":113},"They sought to hold higher education programs accountable when students accumulated excessive student loan debt relative to their income, risking loss of access to federal financial aid programs.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How did the regulations improve accountability under the Gainful Employment approach?",{"text":117,"@type":113},"They applied accountability at the program level and incorporated post-graduation earnings relative to student debt, reducing misleading results from institution-wide averages.",{"name":119,"@type":110,"acceptedAnswer":120},"Why were the Gainful Employment regulations originally challenged in court?",{"text":121,"@type":113},"A repayment-rate threshold was found to be “arbitrary and capricious,” leading to the regulations being thrown out in 2012.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},588211,1792211469,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":29,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":39,"language":139,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":67,"update_tm":143,"read_time":46,"preview_page_count":4},962085564549,"https://ap-avatar.wpscdn.com/davatar_085a072bc5b1113ac321206ff7593b45","Acad. Quest . (2022) 35.1 DOI 10. 51845/35 .1.8  \nA Retrospective on Gainful Employment  \nAndrew Gillen  \nIntroduction  \nAlthough colleges receive funds from student loans, they have largely escaped accountability for their role when students take on unaffordable student loan debt. One partial exception was a set of regulations called “Gainful Employment” that sought to hold some higher education programs accountable for excessive student loan debt. If a targeted program’s students had too much debt relative to their income, the program would lose access to the federal financial aid programs. Gainful Employment is no longer in effect, but some policymakers are considering reviving the regulations.  \nThis study explores the approach used by Gainful Employment to help policymakers develop the next iteration of accountability for higher education. We use new U. S. Department of Education College Scorecard data (U. S. Department of Education, n.d.) and an updated approach called “Gainful Employment Equivalent” to help policymakers envision better accountability mechanisms for higher education by building on Gainful Employment’s successes while avoiding its flaws.  \nBackground on the Gainful Employment Regulations  \nFor students to be eligible for federal financial aid programs like Pell Grants or federal student loans, the Higher Education Act (1965) requires some college programs to “prepare students for gainful employment in a recognized occupation”(Section 1002(b)(1)(A)(i)). However, gainful employment was not defined.  \nIn 2011, the Obama administration made its first attempt at defining gainful employment by releasing a set of Gainful Employment regulations. These regulations sought to terminate federal financial aid for programs where student debt was too high relative to income or where too few students were repaying  \nAndrew Gillen is a senior policy analyst for the Next Generation Texas initiative at the Texas Public Policy Foundation and an adjunct professor of economics at Johns Hopkins University; agillen@texaspolicy. com. Gillen’s recent work has focused on how to reform federal financial aid, how state disinvestment is a myth, and how post-college earnings and debt should be used to inform student choice and government accountability. He served on the U.S. Department of Education’s Advisory Committee on Student Financial Assistance.  \ntheir loans. But in 2012, the regulations were thrown out by the courts because the repayment rate threshold was “arbitrary and capricious” (Ass’n of Private Colleges & Univs. v. Duncan , 2012, 1) .  \nA revised set of regulations were released in 2014, which survived legal challenge. Under this version of Gainful Employment, programs would be subjected to two debt-to-earnings measures. The details are a bit technical,1 but the general idea was that if an educational program led to excessive student loan debt, then it was by definition not preparing students for gainful employment. While the regulations were established in 2014, it required new data that took the U. S. Department of Education some time to create. As a result, the first Gainful Employment data were released in early 2017.  \nThe Trump administration did not release additional Gainful Employment data and formally rescinded Gainful Employment in 2019, partly because of the selective targeting of for-profit colleges. The Biden administration is considering reviving Gainful Employment.  \nWhat Gainful Employment Got Right  \nGainful Employment made two excellent improvements to the accountability landscape. For the first time, accountability was applied at the program level rather than the institution level. A program is a college/major/level of degree combination. For example, the bachelor’s degree major (the level) in economics (the major) at the University of Texas-Austin (the college) would bea program. Program-level accountability is vastly superior to institution-level accountability because outcomes can vary dramatically ","cbCaioipr1KzNvBj","https://ap.wps.com/l/cbCaioipr1KzNvBj","pdf",330294,"English","# Introduction\n## Background on the Gainful Employment Regulations\n## What Gainful Employment Got Right\n## What Gainful Employment Got Wrong","[{\"question\":\"What problem did Gainful Employment regulations try to solve?\",\"answer\":\"They sought to hold higher education programs accountable when students accumulated excessive student loan debt relative to their income, risking loss of access to federal financial aid programs.\"},{\"question\":\"How did the regulations improve accountability under the Gainful Employment approach?\",\"answer\":\"They applied accountability at the program level and incorporated post-graduation earnings relative to student debt, reducing misleading results from institution-wide averages.\"},{\"question\":\"Why were the Gainful Employment regulations originally challenged in court?\",\"answer\":\"A repayment-rate threshold was found to be “arbitrary and capricious,” leading to the regulations being thrown out in 2012.\"}]","A Retrospective on Gainful Employment - Introduction - Policy accountability study on student loan debt | PDF",1792064759]