IDEAS home Printed from https://ideas.repec.org/p/cer/papers/wp795.html
   My bibliography  Save this paper

Unpacking the Countercyclicality of Post-Secondary Enrollment in the United States

Author

Listed:
  • Alena Bicakova
  • Guido Matias Cortes
  • Kelly Foley
  • Jacopo Mazza
  • Peter McHenry

Abstract

Using data from the Current Population Survey’s Education Supplement for 1977-2023, we explore two important, yet understudied facets of the pattern of countercyclical post-secondary education (PSE) enrollment in the U.S. First, we show that economic downturns are associated with higher enrollment probabilities at both 2- and 4-year colleges among young men, but only at 2-year institutions among young women. Second, we show that the overall increase in enrollment propensities during downturns is primarily driven by persistence (i.e., changes in enrollment among individuals with prior PSE participation), rather than matriculation (i.e., new enrollments). However, higher unemployment rates increase matriculation probabilities at 2-year colleges among 18-year-old men and women, and at 4-year colleges among individuals in their early 20s. Our findings improve our understanding of the dimensions along which aggregate economic fluctuations induce changes in human capital acquisition.

Suggested Citation

  • Alena Bicakova & Guido Matias Cortes & Kelly Foley & Jacopo Mazza & Peter McHenry, 2025. "Unpacking the Countercyclicality of Post-Secondary Enrollment in the United States," CERGE-EI Working Papers wp795, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
  • Handle: RePEc:cer:papers:wp795
    as

    Download full text from publisher

    File URL: http://www.cerge-ei.cz/pdf/wp/Wp795.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. J. C. Herbert Emery & Ana Ferrer & David Green, 2012. "Long-Term Consequences of Natural Resource Booms for Human Capital Accumulation," ILR Review, Cornell University, ILR School, vol. 65(3), pages 708-734, July.
    2. Alena Bičáková & Guido Matias Cortes & Jacopo Mazza, 2021. "Caught in the Cycle: Economic Conditions at Enrolment and Labour Market Outcomes of College Graduates," The Economic Journal, Royal Economic Society, vol. 131(638), pages 2383-2412.
    3. Harris Dellas & Plutarchos Sakellaris, 2003. "On the cyclicality of schooling: theory and evidence," Oxford Economic Papers, Oxford University Press, vol. 55(1), pages 148-172, January.
    4. Alessandrini, Diana, 2018. "Is post-secondary education a safe port and for whom? Evidence from Canadian data," Economics of Education Review, Elsevier, vol. 67(C), pages 1-13.
    5. Stratton, Leslie S. & O'Toole, Dennis M. & Wetzel, James N., 2008. "A multinomial logit model of college stopout and dropout behavior," Economics of Education Review, Elsevier, vol. 27(3), pages 319-331, June.
    6. Ulvestad, Marte E.S. & Skjelbred, Siv-Elisabeth, 2023. "Escaping into a master's degree in times of crisis? Master's degree applications and enrolment over the business cycle," Economics of Education Review, Elsevier, vol. 94(C).
    7. 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.
    8. Jack Mountjoy, 2022. "Community Colleges and Upward Mobility," American Economic Review, American Economic Association, vol. 112(8), pages 2580-2630, August.
    9. Ralph Stinebrickner & Todd Stinebrickner, 2014. "Academic Performance and College Dropout: Using Longitudinal Expectations Data to Estimate a Learning Model," Journal of Labor Economics, University of Chicago Press, vol. 32(3), pages 601-644.
    10. Kane, Thomas J & Rouse, Cecilia Elena, 1995. "Labor-Market Returns to Two- and Four-Year College," American Economic Review, American Economic Association, vol. 85(3), pages 600-614, June.
    11. Audrey Light & Wayne Strayer, 2000. "Determinants of College Completion: School Quality or Student Ability?," Journal of Human Resources, University of Wisconsin Press, vol. 35(2), pages 299-332.
    12. Arenas, Andreu & Malgouyres, Clément, 2018. "Countercyclical school attainment and intergenerational mobility," Labour Economics, Elsevier, vol. 53(C), pages 97-111.
    13. Ralph Stinebrickner & Todd Stinebrickner, 2008. "The Effect of Credit Constraints on the College Drop-Out Decision: A Direct Approach Using a New Panel Study," American Economic Review, American Economic Association, vol. 98(5), pages 2163-2184, December.
    14. Terry Long, B.Bridget, 2004. "How have college decisions changed over time? An application of the conditional logistic choice model," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 271-296.
    15. Barr, Andrew & Turner, Sarah, 2015. "Out of work and into school: Labor market policies and college enrollment during the Great Recession," Journal of Public Economics, Elsevier, vol. 124(C), pages 63-73.
    16. Corman, Hope & Davidson, Patricia K., 1984. "Economic aspects of post-secondary schooling decisions," Economics of Education Review, Elsevier, vol. 3(2), pages 131-139, April.
    17. Bičáková, Alena & Cortes, Guido Matias & Mazza, Jacopo, 2023. "Make your own luck: The wage gains from starting college in a bad economy," Labour Economics, Elsevier, vol. 84(C).
    18. 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.
    19. Jeffrey T. Denning & Eric R. Eide & Kevin J. Mumford & Richard W. Patterson & Merrill Warnick, 2022. "Why Have College Completion Rates Increased?," American Economic Journal: Applied Economics, American Economic Association, vol. 14(3), pages 1-29, July.
    20. René Morissette & Ping Ching Winnie Chan & Yuqian Lu, 2015. "Wages, Youth Employment, and School Enrollment: Recent Evidence from Increases in World Oil Prices," Journal of Human Resources, University of Wisconsin Press, vol. 50(1), pages 222-253.
    21. Peter Arcidiacono & Esteban Aucejo & Arnaud Maurel & Tyler Ransom, 2025. "College Attrition and the Dynamics of Information Revelation," Journal of Political Economy, University of Chicago Press, vol. 133(1), pages 53-110.
    22. 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.
    23. Arulampalam, Wiji & Naylor, Robin A. & Smith, Jeremy P., 2005. "Effects of in-class variation and student rank on the probability of withdrawal: cross-section and time-series analysis for UK university students," Economics of Education Review, Elsevier, vol. 24(3), pages 251-262, June.
    24. Kerwin Kofi Charles & Erik Hurst & Matthew J. Notowidigdo, 2018. "Housing Booms and Busts, Labor Market Opportunities, and College Attendance," American Economic Review, American Economic Association, vol. 108(10), pages 2947-2994, October.
    25. Sievertsen, Hans Henrik, 2016. "Local unemployment and the timing of post-secondary schooling," Economics of Education Review, Elsevier, vol. 50(C), pages 17-28.
    26. Todd Stinebrickner & Ralph Stinebrickner, 2012. "Learning about Academic Ability and the College Dropout Decision," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 707-748.
    27. Susan M. Dynarski, 2003. "Does Aid Matter? Measuring the Effect of Student Aid on College Attendance and Completion," American Economic Review, American Economic Association, vol. 93(1), pages 279-288, March.
    28. Grubb, W. Norton, 1988. "Vocationalizing higher education: The causes of enrollment and completion in public two-year colleges, 1970-1980," Economics of Education Review, Elsevier, vol. 7(3), pages 301-319, June.
    29. Jaeger, David A & Page, Marianne E, 1996. "Degrees Matter: New Evidence on Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 733-740, November.
    30. Hoenack, Stephen A & Weiler, William C, 1979. "The Demand for Higher Education and Institutional Enrollment Forecasting," Economic Inquiry, Western Economic Association International, vol. 17(1), pages 89-113, January.
    31. Erica Blom & Brian C. Cadena & Benjamin J. Keys, 2021. "Investment over the Business Cycle: Insights from College Major Choice," Journal of Labor Economics, University of Chicago Press, vol. 39(4), pages 1043-1082.
    32. Matsuda, Kazushige, 2020. "Optimal timing of college subsidies: Enrollment, graduation, and the skill premium," European Economic Review, Elsevier, vol. 129(C).
    33. Ramiro Burga & Sarah Turner, 2023. "Does Enrollment Lead to Completion? Measuring Adjustments in Education to Local Labor Market Shocks," Journal of Human Resources, University of Wisconsin Press, vol. 58(3), pages 755-782.
    34. Aina, Carmen & Baici, Eliana & Casalone, Giorgia & Pastore, Francesco, 2022. "The determinants of university dropout: A review of the socio-economic literature," Socio-Economic Planning Sciences, Elsevier, vol. 79(C).
    35. Damon Clark, 2011. "Do Recessions Keep Students in School? The Impact of Youth Unemployment on Enrolment in Post‐compulsory Education in England," Economica, London School of Economics and Political Science, vol. 78(311), pages 523-545, July.
    36. Effrosyni Adamopoulou & Giulia Martina Tanzi, 2017. "Academic Drop-Out and the Great Recession," Journal of Human Capital, University of Chicago Press, vol. 11(1), pages 35-71.
    37. 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.
    38. Light, Audrey, 1995. "Hazard model estimates of the decision to reenroll in school," Labour Economics, Elsevier, vol. 2(4), pages 381-406, December.
    39. Riley K. Acton, 2021. "Community College Program Choices in the Wake of Local Job Losses," Journal of Labor Economics, University of Chicago Press, vol. 39(4), pages 1129-1154.
    40. Mosquera, Roberto, 2022. "The long-term effect of resource booms on human capital," Labour Economics, Elsevier, vol. 74(C).
    Full references (including those not matched with items on IDEAS)

    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. Bičáková, Alena & Cortes, Guido Matias & Mazza, Jacopo, 2023. "Make your own luck: The wage gains from starting college in a bad economy," Labour Economics, Elsevier, vol. 84(C).
    2. Alena Bičáková & Guido Matias Cortes & Jacopo Mazza, 2021. "Caught in the Cycle: Economic Conditions at Enrolment and Labour Market Outcomes of College Graduates," The Economic Journal, Royal Economic Society, vol. 131(638), pages 2383-2412.
    3. Aina, Carmen & Baici, Eliana & Casalone, Giorgia & Pastore, Francesco, 2022. "The determinants of university dropout: A review of the socio-economic literature," Socio-Economic Planning Sciences, Elsevier, vol. 79(C).
    4. Jennifer Graves & Zoë Kuehn, 2022. "Higher education decisions and macroeconomic conditions at age eighteen," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 13(1), pages 171-241, May.
    5. Effrosyni Adamopoulou & Giulia Martina Tanzi, 2014. "Academic performance and the Great Recession," Temi di discussione (Economic working papers) 970, Bank of Italy, Economic Research and International Relations Area.
    6. By Marianne Haraldsvik & Bjarne Strøm, 2022. "Adult skills and labor market conditions during teenage years: cross-country evidence from international surveys [Is post-secondary education a safe port and for whom? Evidence from Canadian data]," Oxford Economic Papers, Oxford University Press, vol. 74(3), pages 894-919.
    7. Aina, Carmen & Baici, Eliana & Casalone, Giorgia & Pastore, Francesco, 2018. "The Economics of University Dropouts and Delayed Graduation: A Survey," IZA Discussion Papers 11421, Institute of Labor Economics (IZA).
    8. Erica Blom & Brian C. Cadena & Benjamin J. Keys, 2021. "Investment over the Business Cycle: Insights from College Major Choice," Journal of Labor Economics, University of Chicago Press, vol. 39(4), pages 1043-1082.
    9. Johannes Berens & Kerstin Schneider & Simon Görtz & Simon Oster & Julian Burghoff, 2018. "Early Detection of Students at Risk – Predicting Student Dropouts Using Administrative Student Data and Machine Learning Methods," CESifo Working Paper Series 7259, CESifo.
    10. Fouarge, Didier & Heß, Pascal, 2023. "Preference-choice mismatch and university dropout," Labour Economics, Elsevier, vol. 83(C).
    11. Murat Demirci & Meltem Poyraz, 2021. "Post-Compulsory Schooling of Youth in Turkey during the Great Recession: A Case of Pro-cyclical Enrollment," Koç University-TUSIAD Economic Research Forum Working Papers 2117, Koc University-TUSIAD Economic Research Forum.
    12. Emanuela Ghignoni, 2015. "Family background and university dropouts during the crisis: the case of Italy," Working Papers in Public Economics 169, Department of Economics and Law, Sapienza University of Roma.
    13. Contini, Dalit & Salza, Guido, 2020. "Too few university graduates. Inclusiveness and effectiveness of the Italian higher education system," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    14. Sara Ayllón & Natalia Nollenberger, 2021. "The Unequal Opportunity For Skills Acquisition During The Great Recession In Europe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 289-316, June.
    15. Sadaba, Barbara & Vujić, Sunčica & Maier, Sofia, 2024. "Characterizing the schooling cycle," Economic Modelling, Elsevier, vol. 132(C).
    16. Kazushige Matsuda, 2024. "Progressive Taxation versus College Subsidies with College Dropout," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(4), pages 955-975, June.
    17. Bradley, Steve & Migali, Giuseppe, 2019. "The effects of the 2006 tuition fee reform and the Great Recession on university student dropout behaviour in the UK," Journal of Economic Behavior & Organization, Elsevier, vol. 164(C), pages 331-356.
    18. Contini,Dalit & Ricciardi,Riccardo & Romito,Marco & Salza,Guido & Zotti,Roberto, 2020. "Improving university dropout and student careers. What room for institutional action?," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202004, University of Turin.
    19. Franziska Hampf & Marc Piopiunik & Simon Wiederhold, 2020. "The Effects of Graduating from High School in a Recession: College Investments, Skill Formation, and Labor-Market Outcomes," CESifo Working Paper Series 8252, CESifo.
    20. 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.

    More about this item

    Keywords

    College Enrollment; Business Cycles; 2- and 4-Year Institutions; Persistence;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

    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:cer:papers:wp795. 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: Lucie Vasiljevova (email available below). General contact details of provider: https://edirc.repec.org/data/eiacacz.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.