IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_7561.html
   My bibliography  Save this paper

How does for-profit college attendance affect student loans, defaults and labor market outcomes?

Author

Listed:
  • Luis Armona
  • Rajashri Chakrabarti
  • Michael F. Lovenheim

Abstract

For-profit providers are becoming an increasingly important fixture of US higher education markets. Students who attend for-profit institutions take on more educational debt, have worse labor market outcomes, and are more likely to default than students attending similarly-selective public schools. Because for-profits tend to serve students from more disadvantaged backgrounds, it is important to isolate the causal effect of for-profit enrollment on educational and labor market outcomes. We approach this problem using a novel instrument combined with more comprehensive data on student outcomes than has been employed in prior research. Our instrument leverages the interaction between changes in the demand for college due to labor demand shocks and the local supply of for-profit schools. We compare enrollment and postsecondary outcome changes across areas that experience similar labor demand shocks but that have different latent supply of for-profit institutions. The first-stage estimates show that students are much more likely to enroll in a for-profit institution for a given labor demand change when there is a higher supply of such schools in the base period. Among four-year students, for-profit enrollment leads to more loans, higher loan amounts, an increased likelihood of borrowing, an increased risk of default and worse labor market outcomes. Two-year for-profit students also take out more loans, have higher default rates and lower earnings. But, they are more likely to graduate and to earn over $25,000 per year (the median earnings of high school graduates). Finally, we show that for-profit entry and exit decisions are at most weakly responsive to labor demand shocks. Our results point to low returns to for-profit enrollment that have important implications for public investments in higher education as well as how students make postsecondary choices.

Suggested Citation

  • Luis Armona & Rajashri Chakrabarti & Michael F. Lovenheim, 2019. "How does for-profit college attendance affect student loans, defaults and labor market outcomes?," CESifo Working Paper Series 7561, CESifo.
  • Handle: RePEc:ces:ceswps:_7561
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp7561.pdf
    Download Restriction: no
    ---><---

    Other versions of 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. 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. Christopher Jepsen & Peter Mueser & Kyung-Seong Jeon, 2016. "The Benefits of Alternatives to Conventional College: Labor-Market Returns to Proprietary Schooling," Working Papers 1607, Department of Economics, University of Missouri.
    5. Hershbein Brad J., 2012. "Graduating High School in a Recession: Work, Education, and Home Production," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-32, January.
    6. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    7. David J. Deming & Michael Lovenheim & Richard Patterson, 2018. "The Competitive Effects of Online Education," NBER Chapters, in: Productivity in Higher Education, pages 259-290, National Bureau of Economic Research, Inc.
    8. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
    9. John Bound & Michael F. Lovenheim & Sarah Turner, 2010. "Why Have College Completion Rates Declined? An Analysis of Changing Student Preparation and Collegiate Resources," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 129-157, July.
    10. 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.
    11. Christopher Jepsen & Kenneth Troske & Paul Coomes, 2014. "The Labor-Market Returns to Community College Degrees, Diplomas, and Certificates," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 95-121.
    12. Jacobson, Louis & LaLonde, Robert & G. Sullivan, Daniel, 2005. "Estimating the returns to community college schooling for displaced workers," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 271-304.
    13. David H. Autor & Mark G. Duggan, 2003. "The Rise in the Disability Rolls and the Decline in Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 157-206.
    14. Janet Currie & Enrico Moretti, 2003. "Mother's Education and the Intergenerational Transmission of Human Capital: Evidence from College Openings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1495-1532.
    15. 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.
    16. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle, November.
    17. 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.
    18. Rajashri Chakrabarti & Michael Lovenheim & Kevin Morris, 2016. "Who Falters at Student Loan Payback Time?," Liberty Street Economics 20160909, Federal Reserve Bank of New York.
    19. Stacy Berg Dale & Alan B. Krueger, 2002. "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1491-1527.
    20. Andrew Barr, 2015. "From the Battlefield to the Schoolyard: The Short- Term Impact of the Post- 9/11 GI Bill," Journal of Human Resources, University of Wisconsin Press, vol. 50(3), pages 580-613.
    21. Julian R. Betts & Laurel L. McFarland, 1995. "Safe Port in a Storm: The Impact of Labor Market Conditions on Community College Enrollments," Journal of Human Resources, University of Wisconsin Press, vol. 30(4), pages 741-765.
    22. Bridget Terry Long, 2014. "The Financial Crisis and College Enrollment: How Have Students and Their Families Responded?," NBER Chapters, in: How the Financial Crisis and Great Recession Affected Higher Education, pages 209-233, National Bureau of Economic Research, Inc.
    23. Peter Arcidiacono & Michael Lovenheim, 2016. "Affirmative Action and the Quality-Fit Trade-Off," Journal of Economic Literature, American Economic Association, vol. 54(1), pages 3-51, March.
    24. Caroline M. Hoxby, 2014. "The Economics of Online Postsecondary Education: MOOCs, Nonselective Education, and Highly Selective Education," American Economic Review, American Economic Association, vol. 104(5), pages 528-533, May.
    25. 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.
    26. 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.
    27. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    28. 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.
    29. Dominic J. Brewer & Eric R. Eide & Ronald G. Ehrenberg, 1999. "Does It Pay to Attend an Elite Private College? Cross-Cohort Evidence on the Effects of College Type on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 34(1), pages 104-123.
    30. Gilpin, Gregory A. & Saunders, Joseph & Stoddard, Christiana, 2015. "Why has for-profit colleges’ share of higher education expanded so rapidly? Estimating the responsiveness to labor market changes," Economics of Education Review, Elsevier, vol. 45(C), pages 53-63.
    31. Kevin Lang & Russell Weinstein, 2012. "Evaluating Student Outcomes at For-Profit Colleges," NBER Working Papers 18201, National Bureau of Economic Research, Inc.
    32. Dan A. Black & Jeffrey A. Smith, 2006. "Estimating the Returns to College Quality with Multiple Proxies for Quality," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 701-728, July.
    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. Rajashri Chakrabarti & Nicole Gorton & Michael F. Lovenheim, 2020. "State Investment in Higher Education: Effects on Human Capital Formation, Student Debt, and Long-Term Financial Outcomes of Students," CESifo Working Paper Series 8592, CESifo.
    2. Dinarte Diaz,Lelys Ileana & Ferreyra,Maria Marta & Urzua,Sergio & Bassi,Marina, 2021. "What Makes a Program Good ? Evidence from Short-Cycle Higher Education Programs in LatinAmerica and the Caribbean," Policy Research Working Paper Series 9722, The World Bank.
    3. Johnathan G. Conzelmann & T. Austin Lacy & Nichole D. Smith, 2019. "Another Day Another Dollar Metric? An Event History Analysis of Student Loan Repayment," Education Finance and Policy, MIT Press, vol. 14(4), pages 627-651, Fall.
    4. Marina Bassi & Lelys Dinarte-Diaz & Maria Marta Ferreyra & Sergio Urzua, 2023. "What Makes a Program Good? Evidence from Short-Cycle Higher Education Programs in Five Developing Countries," CESifo Working Paper Series 10255, CESifo.
    5. 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.
    6. Ciprian Domnisoru & Ioana Cosmina Schiopu, 2021. "The Rise of For-Profit Higher Education: A General Equilibrium Analysis," CESifo Working Paper Series 9134, CESifo.
    7. Looney, Adam & Yannelis, Constantine, 2022. "The consequences of student loan credit expansions: Evidence from three decades of default cycles," Journal of Financial Economics, Elsevier, vol. 143(2), pages 771-793.
    8. Jack Mountjoy & Brent Hickman, 2020. "The Returns to College(s): Estimating Value-Added and Match Effects in Higher Education," Working Papers 2020-08, Becker Friedman Institute for Research In Economics.
    9. 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.
    10. Lau, Christopher V., 2020. "Are federal student loan accountability regulations effective?," Economics of Education Review, Elsevier, vol. 75(C).

    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. 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.
    3. 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.
    4. Rajashri Chakrabarti & Nicole Gorton & Michael F. Lovenheim, 2020. "State Investment in Higher Education: Effects on Human Capital Formation, Student Debt, and Long-Term Financial Outcomes of Students," CESifo Working Paper Series 8592, CESifo.
    5. 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.
    6. 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.
    7. Rodney J. Andrews & Jing Li & Michael F. Lovenheim, 2016. "Quantile Treatment Effects of College Quality on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 200-238.
    8. 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.
    9. 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.
    10. 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.
    11. 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).
    12. 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.
    13. Lau, Christopher V., 2020. "Are federal student loan accountability regulations effective?," Economics of Education Review, Elsevier, vol. 75(C).
    14. 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.
    15. Andrews, Rodney J. & Imberman, Scott A. & Lovenheim, Michael F., 2020. "Recruiting and supporting low-income, high-achieving students at flagship universities," Economics of Education Review, Elsevier, vol. 74(C).
    16. Gaulke, Amanda P., 2021. "Post-Schooling off-The-Job training and its benefits," Labour Economics, Elsevier, vol. 70(C).
    17. 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.
    18. Eleanor Wiske Dillon & Jeffrey Andrew Smith, 2020. "The Consequences of Academic Match between Students and Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 767-808.
    19. 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.
    20. Gilpin, Gregory A. & Saunders, Joseph & Stoddard, Christiana, 2015. "Why has for-profit colleges’ share of higher education expanded so rapidly? Estimating the responsiveness to labor market changes," Economics of Education Review, Elsevier, vol. 45(C), pages 53-63.

    More about this item

    Keywords

    postsecondary education; for-profits schools; student loans; default; returns to education;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:ces:ceswps:_7561. 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: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.html .

    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.