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Concentrated or Fragmented? The U.S. Market for Online Higher Education

Author

Listed:
  • John J. Cheslock

    (Pennsylvania State University)

  • Ozan Jaquette

    (UCLA)

Abstract

As the financial challenges facing the U.S higher education industry mount, colleges and universities seek new activities that can improve their financial situation. Online education programs are often viewed as a promising option due to growing student interest and the substantial net revenue generated by early entrants that leveraged economies of scale and scope. The number of schools that can experience similar outcomes will depend upon whether the online market is primarily concentrated, with a small number of higher education institutions enrolling most students, rather than fragmented, with large numbers of institutions enrolling meaningful amounts of online students. We examine this topic by providing the first detailed study of market concentration in online education. We first introduce a theory from economics, Sutton’s model of endogenous fixed costs, to the higher education literature to highlight key dynamics that shape concentration levels. Using institution-level enrollment data for the population of Title IV postsecondary institutions, we then empirically examine concentration levels in online education. We find that relative to in-person education, national online enrollment patterns are heavily concentrated. The online market has a distinctive structure, consisting of a small number of large national providers and a large number of small local providers. Online enrollment patterns became less concentrated between Fall 2012 and Fall 2018 due to major enrollment declines of large for-profit providers. Concentration levels, however, plateaued by the end of the period due to rapid enrollment growth at large national nonprofit providers.

Suggested Citation

  • John J. Cheslock & Ozan Jaquette, 2022. "Concentrated or Fragmented? The U.S. Market for Online Higher Education," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(1), pages 33-59, February.
  • Handle: RePEc:spr:reihed:v:63:y:2022:i:1:d:10.1007_s11162-021-09639-7
    DOI: 10.1007/s11162-021-09639-7
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    References listed on IDEAS

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    1. Claudia Goldin & Lawrence F. Katz, 1999. "The Shaping of Higher Education: The Formative Years in the United States, 1890 to 1940," Journal of Economic Perspectives, American Economic Association, vol. 13(1), pages 37-62, Winter.
    2. Caroline M. Hoxby, 2009. "The Changing Selectivity of American Colleges," Journal of Economic Perspectives, American Economic Association, vol. 23(4), pages 95-118, Fall.
    3. Steven Berry & Joel Waldfogel, 2010. "Product Quality And Market Size," Journal of Industrial Economics, Wiley Blackwell, vol. 58(1), pages 1-31, March.
    4. Gordon C. Winston, 1999. "Subsidies, Hierarchy and Peers: The Awkward Economics of Higher Education," Journal of Economic Perspectives, American Economic Association, vol. 13(1), pages 13-36, Winter.
    5. Simon Latcovich & Howard Smith, 2001. "Pricing, Sunk Costs, and Market Structure Online: Evidence from," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 17(2), pages 217-234, Summer.
    6. 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.
    7. John E. Kwoka, Jr. & Christopher M. Snyder, 2004. "Dynamic Adjustment in the U.S. Higher Education Industry, 1955--1997," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 24(4), pages 355-378, June.
    8. Daron Acemoglu & David Laibson & John A. List, 2014. "Equalizing Superstars: The Internet and the Democratization of Education," American Economic Review, American Economic Association, vol. 104(5), pages 523-527, May.
    9. Justin C. Ortagus & Lijing Yang, 2018. "An Examination of the Influence of Decreases in State Appropriations on Online Enrollment at Public Universities," Research in Higher Education, Springer;Association for Institutional Research, vol. 59(7), pages 847-865, November.
    10. Ozan Jaquette & Edna Parra, 2016. "The Problem with the Delta Cost Project Database," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(5), pages 630-651, August.
    11. Paul B. Ellickson, 2007. "Does Sutton apply to supermarkets?," RAND Journal of Economics, RAND Corporation, vol. 38(1), pages 43-59, March.
    12. Benjamin T. Skinner, 2019. "Making the Connection: Broadband Access and Online Course Enrollment at Public Open Admissions Institutions," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(7), pages 960-999, November.
    13. Archibald, Robert B. & Feldman, David H., 2017. "The Road Ahead for America's Colleges and Universities," OUP Catalogue, Oxford University Press, number 9780190251918.
    14. Liang-Cheng Zhang & Andrew C. Worthington, 2018. "Explaining Estimated Economies of Scale and Scope in Higher Education: A Meta-Regression Analysis," Research in Higher Education, Springer;Association for Institutional Research, vol. 59(2), pages 156-173, March.
    15. 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.
    16. Pieter De Vlieger & Brian Jacob & Kevin Stange, 2018. "Measuring Instructor Effectiveness in Higher Education," NBER Chapters, in: Productivity in Higher Education, pages 209-258, National Bureau of Economic Research, Inc.
    17. 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.
    18. Tyler Cowen & Alex Tabarrok, 2014. "The Industrial Organization of Online Education," American Economic Review, American Economic Association, vol. 104(5), pages 519-522, May.
    19. Cheslock, John J. & Shamekhi, Yahya, 2020. "Decomposing financial inequality across U.S. higher education institutions," Economics of Education Review, Elsevier, vol. 78(C).
    20. Shaked, Avner & Sutton, John, 1987. "Product Differentiation and Industrial Structure," Journal of Industrial Economics, Wiley Blackwell, vol. 36(2), pages 131-146, December.
    21. Joselynn Hawkins Fountain, 2019. "The Effect of the Gainful Employment Regulatory Uncertainty on Student Enrollment at For-Profit Institutions of Higher Education," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(8), pages 1065-1089, December.
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