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Which degrees do students prefer during recessions?

Author

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  • Sofoklis Goulas

    (Stanford University)

  • Rigissa Megalokonomou

    (The University of Queensland)

Abstract

We examine how changes in the unemployment rate affect demand for tertiary education, demand for different fields of university study and degrees’ admission thresholds. We use panel data for applications submitted to every undergraduate program in Greece that span seven rounds of admission cohorts combined with a degree-specific job insecurity index, and time series on youth (ages 18–25) unemployment. We find that degree- and major-specific job insecurity turns applicants away from degrees and majors that are associated with poor employment prospects. Results indicate that the steep increase in the unemployment rate that started in 2009 is associated with an increase in the number of university applicants. The effect is heterogeneous across fields, with an increase in the demand for degrees in Psychology as well as for entrance to Naval, Police, and Military Academies, and a decrease in the demand for degrees in Business and Management. We also find that the business cycle changes degrees’ admission thresholds by affecting their popularity.

Suggested Citation

  • Sofoklis Goulas & Rigissa Megalokonomou, 2019. "Which degrees do students prefer during recessions?," Empirical Economics, Springer, vol. 56(6), pages 2093-2125, June.
  • Handle: RePEc:spr:empeco:v:56:y:2019:i:6:d:10.1007_s00181-018-1418-7
    DOI: 10.1007/s00181-018-1418-7
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    1. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2013. "Are Some Degrees Worth More than Others? Evidence from college admission cutoffs in Chile," NBER Working Papers 19241, National Bureau of Economic Research, Inc.
    2. Braun Sebastian & Dwenger Nadja & Kübler Dorothea, 2010. "Telling the Truth May Not Pay Off: An Empirical Study of Centralized University Admissions in Germany," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-38, March.
    3. 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.
    4. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    5. Kahn, Lisa B., 2010. "The long-term labor market consequences of graduating from college in a bad economy," Labour Economics, Elsevier, vol. 17(2), pages 303-316, April.
    6. Eve Caroli & Mathilde Godard, 2016. "Does job insecurity deteriorate health?," Health Economics, John Wiley & Sons, Ltd., vol. 25(2), pages 131-147, February.
    7. Joseph G. Altonji & Erica Blom & Costas Meghir, 2012. "Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 185-223, July.
    8. Goulas, Sofoklis & Megalokonomou, Rigissa, 2015. "Knowing who you are: The Effect of Feedback Information on Short and Long Term Outcomes," Economic Research Papers 270019, University of Warwick - Department of Economics.
    9. Magali Beffy & Denis Fougère & Arnaud Maurel, 2012. "Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 334-347, February.
    10. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    11. Matthew T. Johnson, 2013. "The Impact of Business Cycle Fluctuations on Graduate School Enrollment," Mathematica Policy Research Reports 77da29f047574fbfb5f216d63, Mathematica Policy Research.
    12. Yoshi-Fumi Nakata & Carl Mosk, 1987. "The Demand for College Education in Postwar Japan," Journal of Human Resources, University of Wisconsin Press, vol. 22(3), pages 377-404.
    13. Montmarquette, Claude & Cannings, Kathy & Mahseredjian, Sophie, 2002. "How do young people choose college majors?," Economics of Education Review, Elsevier, vol. 21(6), pages 543-556, December.
    14. Elias Katsikas & Theodore Panagiotidis, 2011. "Student Status and Academic Performance: Accounting for the Symptom of Long Duration of Studies in Greece," Discussion Paper Series 2011_04, Department of Economics, University of Macedonia, revised Mar 2011.
    15. McInerney, Melissa & Mellor, Jennifer M. & Nicholas, Lauren Hersch, 2013. "Recession depression: Mental health effects of the 2008 stock market crash," Journal of Health Economics, Elsevier, vol. 32(6), pages 1090-1104.
    16. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    17. Pérez, Javier J. & Giordano, Raffaela & Depalo, Domenico & Coutinho Pereira, Manuel & Eugène, Bruno & Papapetrou, Evangelia & Reiss, Lukas & Roter, Mojca, 2011. "The public sector pay gap in a selection of Euro area countries," Working Paper Series 1406, European Central Bank.
    18. Johnson, Matthew T., 2013. "The impact of business cycle fluctuations on graduate school enrollment," Economics of Education Review, Elsevier, vol. 34(C), pages 122-134.
    19. Bedard, Kelly & Herman, Douglas A., 2008. "Who goes to graduate/professional school? The importance of economic fluctuations, undergraduate field, and ability," Economics of Education Review, Elsevier, vol. 27(2), pages 197-210, April.
    20. Goulas, Sofoklis & Megalokonomou, Rigissa, 2015. "Social Interactions Through Space and Time: Evidence from College Enrollment and Academic Mobility," MPRA Paper 65882, University Library of Munich, Germany.
    21. Chen, Yan & Onur, Kesten, 2013. "From Boston to Chinese parallel to deferred acceptance: Theory and experiments on a family of school choice mechanisms," Discussion Papers, Research Unit: Market Behavior SP II 2013-205, WZB Berlin Social Science Center.
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    Cited by:

    1. Bizopoulou, Aspasia & Megalokonomou, Rigissa & Simion, Stefania, 2022. "Do Second Chances Pay Off? Evidence from a Natural Experiment with Low-Achieving Students," IZA Discussion Papers 15139, Institute of Labor Economics (IZA).
    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. Victor Lavy & Rigissa Megalokonomou, 2019. "Persistency in Teachers’ Grading Bias and Effects on Longer-Term Outcomes: University Admissions Exams and Choice of Field of Study," NBER Working Papers 26021, National Bureau of Economic Research, Inc.
    4. Aspasia Bizopoulou & Rigissa Megalokonomou & Stefania Simion, 2022. "Do Second Chances Pay Off?," Bristol Economics Discussion Papers 22/762, School of Economics, University of Bristol, UK.
    5. Silke Anger & Malte Sandner & Alexander M. Danzer & Axel Plünnecke & Olaf Köller & Enzo Weber & Samuel Mühlemann & Harald Pfeifer & Bernhard Wittek, 2020. "School Closures, Lack of Apprenticeships, No Jobs: Generation without a Future?," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 73(09), pages 03-24, September.
    6. Aspasia Bizopoulou & Rigissa Megalokonomou & Stefania Simion, 2023. "Do Second Chances Pay Off? Evidence from a Natural Experiment with Low-Achieving Students," Monash Economics Working Papers 2023-05, Monash University, Department of Economics.

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    More about this item

    Keywords

    Demand for education; University major; Unemployment; Job insecurity; Admission thresholds;
    All these keywords.

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • 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

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