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The study defines “Equity Engines” as colleges and universities that consistently enroll and graduate substantial proportions of low-income students, then uses geospatial analysis to map their uneven distribution. Federal IPEDS data identify states without qualifying institutions and assess demand through “Pell seats.” Results show compounding geographic barriers in southern states and strong access-need mismatches, supported by bivariate mapping and proximity analysis measuring distances to high-youth-poverty census tracts.",{"@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/where-there-is-no-equity-engine-unequal-geographies-of-college-success-for-low-income-students/590382/",{"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/where-there-is-no-equity-engine-unequal-geographies-of-college-success-for-low-income-students/590382.png","ImageObject",300,407,{"name":92,"@type":93},"Pentious","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 are “Equity Engines” in this study?","Question",{"text":112,"@type":113},"Equity Engines are colleges and universities that consistently enroll and graduate substantial proportions of low-income students.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How does the paper measure demand for Equity Engines?",{"text":117,"@type":113},"It calculates the proportion of Pell students in each state who attend Equity Engines, treating those enrollments as “Pell seats.”",{"name":119,"@type":110,"acceptedAnswer":120},"What key geographic pattern does the study find?",{"text":121,"@type":113},"Southern states show high youth poverty combined with little or no access to colleges that consistently serve low-income students, creating compounding barriers to bachelor’s degree completion.","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},590382,1792188463,{"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},1374404730887,"https://ap-avatar.wpscdn.com/davatar_6f874abed73319feea01a86fa6f0fab8","AERA Open  \nJanuary-December 2025, Vol. 11, No. 1, pp. 1–21 DOI: 10. 1177/23328584251361048  \nArticle reuse guidelines: [sagepub.com/journals-permissions](sagepub.com/journals-permissions)[ ](sagepub.com/journals-permissions)© The Author(s) 2025. [https://journals.sagepub.com/home/ero](https://journals.sagepub.com/home/ero)  \nWhere There Is No Equity Engine: Unequal Geographies of College  \nSuccess for Low-Income Students  \nBecca Spindel Bassett  \nUniversity of Arkansas  \nVery few four-year American colleges and universities consistently enroll and graduate substantial proportions of low-income students. The outlier institutions that do—institutions I term Equity Engines—are vital social resources for both low-income students and our democratic society. Yet like other valuable resources, they are unevenly distributed across the United States. Drawing on geospatial analysis and bivariate mapping, I examine the relationship between access to and needfor Equity Engines across states and within them. Moving from the state to the census tract level, I find compounding geographic barriers to bachelor’s degree completion in southern states. These states have high rates of youth poverty and no or minimal access to colleges and universities that are consistently accessible to and effective at serving low-income students. In contrast, states that are effectively meeting high need with high access have multiple public Equity Engines, a worthy and feasible goal for all states.  \nKeywords: Colleges, equity, geospatial analysis, higher education, mixed methods, poverty, social stratification  \nFor low-income Americans, completing college and earning a bachelor’s degree is the most reliable pathway to social and economic mobility (Baum, 2014; Carnevale et al., 2021; Hout, 2012; Webber, 2018). Yet very few four-year American colleges and universities consistently enroll and graduate substantial proportions of low-income students (National Center for Education Statistics [NCES], 2022) . The few that do—institutions I term Equity Engines—are vital social resources for both low-income students and our democratic society. However, like other valuable social resources, they are unevenly distributed across the United States.  \nExtant research indicates that geography is an underexplored mechanism that contributes to unequal college completion rates (Dache-Gerbino, 2018; Hillman, 2016) . While the vast majority of students attend college close to home, low-income, first-generation, and racially minoritized students travel even shorter distances and are more place-bound than their wealthier, continuing-generation, White peers (Campbell & Wescott, 2019). Consequently, as Sponsler and Hillman (2016) write,“for place-based students it is often not what is known but what is available that drives college choice and enrollment decisions” (emphasis in original) . However, low-income and racially minoritized young people are more likely to live in communities that are education deserts—areas with minimal access to four-year colleges or universities (Dache-Gerbino, 2018; Hillman, 2016), let alone ones with high graduation rates.  \nThis paper extends existing scholarship on higher education deserts (Hillman, 2016) and mobility-driving institutions (Chetty et al., 2017) to identify, map, and analyze the  \nuneven distribution of Equity Engines across the United States. By examining how access to these institutions varies between and within states, we better understand how geography shapes bachelor’s degree completion rates and upward mobility prospects for low-income students (Tate, 2008) . Specifically, I ask:  \n1) Where are Equity Engines located across the United States?  \n2) What is the relationship between access to Equity Engines and need between states?  \n3) Within states, are Equity Engines located close to communities with high need?  \nDrawing on Federal IPEDS data, I first define Equity Engines (EEs) and identify where they are located, revealing a hig","cbCaigFSuKpJ6l20","https://ap.wps.com/l/cbCaigFSuKpJ6l20","pdf",2222275,21,"English","# Equity Engines and geographic inequality\n## Research questions\n## Definitions, data, and methods\n## Findings on state-level distribution and Pell seats\n## Access-need relationship within states\n## Conclusions on spatial injustice","[{\"question\":\"What are “Equity Engines” in this study?\",\"answer\":\"Equity Engines are colleges and universities that consistently enroll and graduate substantial proportions of low-income students.\"},{\"question\":\"How does the paper measure demand for Equity Engines?\",\"answer\":\"It calculates the proportion of Pell students in each state who attend Equity Engines, treating those enrollments as “Pell seats.”\"},{\"question\":\"What key geographic pattern does the study find?\",\"answer\":\"Southern states show high youth poverty combined with little or no access to colleges that consistently serve low-income students, creating compounding barriers to bachelor’s degree completion.\"}]","Where There Is No Equity Engine - Unequal Geographies of College Success for Low-Income Students | PDF",1792069517,53]