[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-589898-105":59,"doc-detail-589898-en":130},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":123,"head_meta":125,"extra_data":127,"updated_unix":129},105,"en","when-average-is-not-enough-a-case-study-examining-the-variation-in-the-influences-on-undergraduate-debt-burden","When Average Is Not Enough - A Case Study Examining the Variation in the Influences on Undergraduate Debt Burden","","A policy-focused case study examines how influences vary across Texas undergraduate students’ debt-to-income burden after college. The analysis uses five student cohorts from Texas public four-year institutions to identify student-level characteristics linked to debt-to-income ratios above 60%. Results indicate accountability sanctions tied to a cumulative debt cap could disproportionately affect historically disadvantaged groups and institutions serving them, even after controlling for prior income, parental education, major choice, and time to degree. Policy implications are discussed.",{"@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/when-average-is-not-enough-a-case-study-examining-the-variation-in-the-influences-on-undergraduate-debt-burden/589898/",{"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/when-average-is-not-enough-a-case-study-examining-the-variation-in-the-influences-on-undergraduate-debt-burden/589898.png","ImageObject",300,407,{"name":92,"@type":93},"Cart","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-31","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 question does the study investigate about undergraduate debt?","Question",{"text":112,"@type":113},"It examines whether students can manage the debt burden they hold after leaving higher education, focusing on factors linked to a debt-to-income ratio above 60%.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"What data does the study use?",{"text":117,"@type":113},"The study uses five cohorts of undergraduate students who attended Texas public four-year institutions.",{"name":119,"@type":110,"acceptedAnswer":120},"Why does the article argue that average measures may not be enough?",{"text":121,"@type":113},"It shows that variation in influences on debt burden can lead to inequities, especially when accountability goals rely on cumulative debt measures.","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},589898,1792171964,{"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":139,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":144,"read_time":145,"preview_page_count":4},18829141979164,"https://eur-avatar.wpscdn.com/davatar_6f874abed73319feea01a86fa6f0fab8","AERA Open  \nApril-June 2019, Vol. 5, No. 2, pp. 1–26 DOI: 10. 1177/2332858419860153  \nArticle reuse guidelines: [sagepub.com/journals-permissions](sagepub.com/journals-permissions)[ ](sagepub.com/journals-permissions)© The Author(s) 2019. [http://journals.sagepub.com/home/ero](http://journals.sagepub.com/home/ero)  \nWhen Average Is Not Enough: A Case Study Examining the Variation in the Influences on Undergraduate Debt Burden  \nDominique J. Baker  \nSouthern Methodist University  \nIn an era of increased accountability for colleges and concerns about an affordable education, it is useful to understand whether students can adequately manage the debt burden they hold after leaving higher education. In 2015, Texas called for cumulative undergraduate debt to be 60% or less of public institution graduates’first-year earnings by 2030. I investigate the student-level characteristics that are associated with a debt-to-income ratio above 60%. The data come from five cohorts of undergraduate students who attended Texas public 4-year institutions. Ifind that if sanctions were attached to the cumulative debt goal, historically disadvantaged groups of students and institutions that serve these students likely would be disproportionately affected by this type of accountability goal even after controlling for prior income, parental education, major choice, and time to degree. Policy implications are discussed.  \nKeywords: colleges, correlational analysis, diversity, educational policy  \nIn recent decades, the number of students using federal loans to finance their undergraduate careers has increased, thoughthe average amount of federal debt per student has been relatively stable in constant dollars (Avery & Turner, 2012; College Board, 2015) . Still, the variation in the amount of debt per student has increased over time (College Board, 2014), signaling the potential for financial inequities among college student subgroups if the variation is not evenly distributed. In response to a growing concern about these financial inequities and what they mean for student attainment and later-life outcomes, a small but rapidly growing number of states and institutions have begun implementing policies aimed at containing or capping the amount of student debt that students accumulate (Urban Institute, 2017) .  \nThe federal government has a number of ways it can hold institutions accountable for the debt burden of students (see Kelchen, 2018b, for an overview) . However, states have generally focused on: (a) tying an amount of an institution’s state appropriations to the institution’s success at attaining certain outcomes, such as reaching a set number of certificates and degrees conferred (performance- or outcomesbased funding; Kelchen, 2018b), or (b) capping or freezing the increase in an institution’s tuition or fees (Kelchen & Pingel, 2018) . The primary focus of these performancebased funding models is rarely the debt burden of graduates. To my knowledge, two states include some direct measure of college affordability or debt in their performance-based funding model (National Conference of State Legislatures [NCSL], 2015; University of Wisconsin System, 2017) . These are relatively new changes. Vermont is transitioning  \nto this funding formula (NCSL, 2015), 1 and Wisconsin approved the change in December of 2017 (University of Wisconsin System, 2017) . Both states propose to assess the average student loan debt upon conferral of a credential. Neither state has any measure of the income or earnings of students after receipt of their credential. Further, in academic year 2016–2017, 27 of 44 states responding to a survey reported either freezing tuition or limiting the amount an institution could increase the tuition (Kelchen, 2017) . Tuition freezes or caps can be controversial, particularly as research finds that these policy tools rarely curb student loan  \ndebt or the overall price for students (Kim & Ko, 2015) .  \nTo focus on increasing college affo","cbCaiquLyd0hJf5V","https://ap.wps.com/l/cbCaiquLyd0hJf5V","pdf",1757966,26,"English","# Article Overview\n## Research Question and Context\n## Data and Method\n## Findings and Equity Implications\n## Policy Implications\n## Background on Federal and State Accountability","[{\"question\":\"What question does the study investigate about undergraduate debt?\",\"answer\":\"It examines whether students can manage the debt burden they hold after leaving higher education, focusing on factors linked to a debt-to-income ratio above 60%.\"},{\"question\":\"What data does the study use?\",\"answer\":\"The study uses five cohorts of undergraduate students who attended Texas public four-year institutions.\"},{\"question\":\"Why does the article argue that average measures may not be enough?\",\"answer\":\"It shows that variation in influences on debt burden can lead to inequities, especially when accountability goals rely on cumulative debt measures.\"}]","When Average Is Not Enough - A Case Study Examining the Variation in the Influences on Undergraduate Debt Burden | PDF",1792068356,66]