IDEAS home Printed from https://ideas.repec.org/a/sae/anname/v671y2017i1p92-112.html
   My bibliography  Save this article

High Costs, Low Resources, and Missing Information: Explaining Student Borrowing in the For-Profit Sector

Author

Listed:
  • Stephanie Riegg Cellini
  • Rajeev Darolia

Abstract

This article examines the borrowing behavior of students enrolled in for-profit colleges, asking how and why their borrowing differs relative to students pursuing postsecondary education in other sectors. We employ statistical decompositions to understand the extent to which variation in borrowing across sectors can be attributed to observed characteristics of students and of higher education institutions. Drawing on nationally representative data on undergraduate students, we show that college costs of attendance are the primary observed driver of the large differences in borrowing between students in for-profit institutions and those in other sectors. However, a substantial portion of borrowing differences remains unexplained by these high costs, low student financial resources, and variation in college attendance patterns. Further, there is little evidence that changes in these characteristics can explain the rise in student borrowing in the for-profit sector over time. We discuss how these findings present challenges to regulation of the for-profit sector, and the extent to which policymaking can encourage prudent borrowing and college choice decisions.

Suggested Citation

  • Stephanie Riegg Cellini & Rajeev Darolia, 2017. "High Costs, Low Resources, and Missing Information: Explaining Student Borrowing in the For-Profit Sector," The ANNALS of the American Academy of Political and Social Science, , vol. 671(1), pages 92-112, May.
  • Handle: RePEc:sae:anname:v:671:y:2017:i:1:p:92-112
    DOI: 10.1177/0002716217696255
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0002716217696255
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0002716217696255?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Darolia, Rajeev, 2013. "Integrity versus access? The effect of federal financial aid availability on postsecondary enrollment," Journal of Public Economics, Elsevier, vol. 106(C), pages 101-114.
    2. Rajeev Darolia & Cory Koedel & Paco Martorell & Katie Wilson & Francisco Perez‐Arce, 2015. "Do Employers Prefer Workers Who Attend For‐Profit Colleges? Evidence from a Field Experiment," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(4), pages 881-903, September.
    3. David J. Deming & Claudia Goldin & Lawrence F. Katz, 2012. "The For-Profit Postsecondary School Sector: Nimble Critters or Agile Predators?," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 139-164, Winter.
    4. Ralph Stinebrickner & Todd R. Stinebrickner, 2003. "Working during School and Academic Performance," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 449-472, April.
    5. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    6. Stephanie Riegg Cellini & Nicholas Turner, 2019. "Gainfully Employed?: Assessing the Employment and Earnings of For-Profit College Students Using Administrative Data," Journal of Human Resources, University of Wisconsin Press, vol. 54(2), pages 342-370.
    7. Caroline Hoxby & Christopher Avery, 2013. "The Missing "One-Offs": The Hidden Supply of High-Achieving, Low-Income Students," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 1-65.
    8. Stephanie Riegg Cellini, 2010. "Financial aid and for-profit colleges: Does aid encourage entry?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(3), pages 526-552.
    9. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    10. Dynarski, Susan M. & Scott–Clayton, Judith E., 2006. "The Cost of Complexity in Federal Student Aid: Lessons From Optimal Tax Theory and Behavioral Economics," National Tax Journal, National Tax Association;National Tax Journal, vol. 59(2), pages 319-356, June.
    11. Adam Looney & Constantine Yannelis, 2015. "A Crisis in Student Loans? How Changes in the Characteristics of Borrowers and in the Institutions They Attended Contributed to Rising Loan Defaults," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(2 (Fall)), pages 1-89.
    12. Lang, Kevin & Weinstein, Russell, 2013. "The wage effects of not-for-profit and for-profit certifications: Better data, somewhat different results," Labour Economics, Elsevier, vol. 24(C), pages 230-243.
    13. David J. Deming & Noam Yuchtman & Amira Abulafi & Claudia Goldin & Lawrence F. Katz, 2016. "The Value of Postsecondary Credentials in the Labor Market: An Experimental Study," American Economic Review, American Economic Association, vol. 106(3), pages 778-806, March.
    14. Brian C. Cadena & Benjamin J. Keys, 2013. "Can Self-Control Explain Avoiding Free Money? Evidence from Interest-Free Student Loans," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1117-1129, October.
    15. Darolia, Rajeev, 2014. "Working (and studying) day and night: Heterogeneous effects of working on the academic performance of full-time and part-time students," Economics of Education Review, Elsevier, vol. 38(C), pages 38-50.
    16. Cellini, Stephanie Riegg & Chaudhary, Latika, 2014. "The labor market returns to a for-profit college education," Economics of Education Review, Elsevier, vol. 43(C), pages 125-140.
    17. Rajeev Darolia, 2016. "An Experiment on Information Use in College Student Loan Decisions," Working Papers 16-18, Federal Reserve Bank of Philadelphia.
    18. Caroline M. Hoxby & Sarah Turner, 2015. "What High-Achieving Low-Income Students Know about College," American Economic Review, American Economic Association, vol. 105(5), pages 514-517, May.
    19. Kane, Thomas J., 1997. "Beyond Tax Relief: Long-Term Challenges in Financing Higher Education," National Tax Journal, National Tax Association, vol. 50(2), pages 335-49, June.
    20. Stephanie R. Cellini & Rajeev Darolia & Lesley J. Turner, 2020. "Where Do Students Go When For-Profit Colleges Lose Federal Aid?," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 46-83, May.
    21. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    22. Kane, Thomas J., 1997. "Beyond Tax Relief: Long-Term Challenges in Financing Higher Education," National Tax Journal, National Tax Association;National Tax Journal, vol. 50(2), pages 335-349, June.
    23. Philip Oreopoulos & Uros Petronijevic, 2013. "Making College Worth It: A Review of Research on the Returns to Higher Education," NBER Working Papers 19053, National Bureau of Economic Research, Inc.
    24. Stephanie Riegg Cellini & Claudia Goldin, 2014. "Does Federal Student Aid Raise Tuition? New Evidence on For-Profit Colleges," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 174-206, November.
    25. Stephanie Riegg Cellini, 2009. "Crowded Colleges and College Crowd-Out: The Impact of Public Subsidies on the Two-Year College Market," American Economic Journal: Economic Policy, American Economic Association, vol. 1(2), pages 1-30, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Matthew Baird & Michael S. Kofoed & Trey Miller & Jennie Wenger, 2022. "Veteran Educators or For‐Profiteers? Tuition Responses to Changes in the Post‐9/11 GI Bill," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(4), pages 1012-1039, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Armona, Luis & Chakrabarti, Rajashri & Lovenheim, Michael F., 2022. "Student debt and default: The role of for-profit colleges," Journal of Financial Economics, Elsevier, vol. 144(1), pages 67-92.
    2. Sarena Goodman & Alice Henriques Volz, 2020. "Attendance Spillovers between Public and For-Profit Colleges: Evidence from Statewide Variation in Appropriations for Higher Education," Education Finance and Policy, MIT Press, vol. 15(3), pages 428-456, Summer.
    3. Stephanie R. Cellini & Rajeev Darolia & Lesley J. Turner, 2020. "Where Do Students Go When For-Profit Colleges Lose Federal Aid?," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 46-83, May.
    4. Stephanie Riegg Cellini & Nicholas Turner, 2019. "Gainfully Employed?: Assessing the Employment and Earnings of For-Profit College Students Using Administrative Data," Journal of Human Resources, University of Wisconsin Press, vol. 54(2), pages 342-370.
    5. Luis Armona & Rajashri Chakrabarti & Michael F. Lovenheim, 2018. "How Does For-profit College Attendance Affect Student Loans, Defaults and Labor Market Outcomes?," NBER Working Papers 25042, National Bureau of Economic Research, Inc.
    6. Rajeev Darolia, 2015. "Messengers of Bad News or Bad Apples? Student Debt and College Accountability," Education Finance and Policy, MIT Press, vol. 10(2), pages 277-299, March.
    7. Lau, Christopher V., 2020. "Are federal student loan accountability regulations effective?," Economics of Education Review, Elsevier, vol. 75(C).
    8. Jennifer L. Steele & Peter Buryk & Geoffrey McGovern, 2018. "Student Veterans’ Outcomes by Higher Education Sector: Evidence from Three Cohorts of the Baccalaureate and Beyond," Research in Higher Education, Springer;Association for Institutional Research, vol. 59(7), pages 866-896, November.
    9. Andrew Foote & Michel Grosz, 2020. "The Effect of Local Labor Market Downturns on Postsecondary Enrollment and Program Choice," Education Finance and Policy, MIT Press, vol. 15(4), pages 593-622, Fall.
    10. Jacqmin, Julien, 2014. "The Emergence of For-Profit Higher Education Institutions," MPRA Paper 59299, University Library of Munich, Germany.
    11. Christopher Jepsen & Peter Mueser & Kenneth Troske & Kyung-Seong Jeon, 2021. "The Benefits of Alternatives to Conventional College: Comparing the Labor-Market Returns to For-Profit Schools and Community Colleges," CESifo Working Paper Series 9272, CESifo.
    12. Christopher Jepsen & Peter Mueser & Kenneth Troske & Kyung-Seong Jeon, 2023. "Estimates of Earnings Returns by Field of Study for For-Profit Schools and Community Colleges," CESifo Working Paper Series 10754, CESifo.
    13. Cellini, Stephanie Riegg & Chaudhary, Latika, 2014. "The labor market returns to a for-profit college education," Economics of Education Review, Elsevier, vol. 43(C), pages 125-140.
    14. Gregory Gilpin & Michael Kofoed, 2020. "Employer-Sponsored Education Assistance and Graduate Program Choice, Cost, and Finance," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(4), pages 431-458, June.
    15. Jepsen, Christopher & Mueser, Peter R. & Jeon, Kyung-Seong, 2016. "The Benefits of Alternatives to Conventional College: Labor-Market Returns to Proprietary Schooling," IZA Discussion Papers 10007, Institute of Labor Economics (IZA).
    16. Matthew Baird & Michael S. Kofoed & Trey Miller & Jennie Wenger, 2022. "Veteran Educators or For‐Profiteers? Tuition Responses to Changes in the Post‐9/11 GI Bill," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(4), pages 1012-1039, September.
    17. Juan Esteban Carranza & María Marta Ferreyra & Ana Maria Gazmuri, 2023. "The Dynamic Market for Short-Cycle Higher Education Programs," Borradores de Economia 1265, Banco de la Republica de Colombia.
    18. Rajeev Darolia & Cory Koedel & Paco Martorell & Katie Wilson & Francisco Perez‐Arce, 2015. "Do Employers Prefer Workers Who Attend For‐Profit Colleges? Evidence from a Field Experiment," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(4), pages 881-903, September.
    19. Eric P. Bettinger & Lindsay Fox & Susanna Loeb & Eric S. Taylor, 2017. "Virtual Classrooms: How Online College Courses Affect Student Success," American Economic Review, American Economic Association, vol. 107(9), pages 2855-2875, September.
    20. Webber, Douglas A., 2017. "Risk-sharing and student loan policy: Consequences for students and institutions," Economics of Education Review, Elsevier, vol. 57(C), pages 1-9.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:anname:v:671:y:2017:i:1:p:92-112. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.