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Make your own luck: The wage gains from starting college in a bad economy

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  • Bičáková, Alena
  • Cortes, Guido Matias
  • Mazza, Jacopo

Abstract

Using data for nearly 40 cohorts of American college graduates and exploiting regional variation in economic conditions, we show robust evidence of a positive relationship between the unemployment rate at the time of college enrollment and subsequent annual earnings, particularly for women. This positive relationship is not driven by selection into employment or by economic conditions at the time of labor market entry. It also cannot be explained by differential sorting into college majors or post-graduate education. Up to one third of the effect is accounted for by sorting towards more remunerative locations. The results are consistent with a behavioral change that induces individuals who experience bad economic times at the beginning of their studies to exert more effort toward obtaining higher paying jobs.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:labeco:v:84:y:2023:i:c:s0927537123000866
    DOI: 10.1016/j.labeco.2023.102411
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    as
    1. Edward P. Lazear & Kathryn L. Shaw & Christopher Stanton, 2016. "Making Do with Less: Working Harder during Recessions," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 333-360.
    2. 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.
    3. Miles Corak, 2013. "Income Inequality, Equality of Opportunity, and Intergenerational Mobility," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 79-102, Summer.
    4. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
    5. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2016. "Cashier or Consultant? Entry Labor Market Conditions, Field of Study, and Career Success," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 361-401.
    6. Till von Wachter, 2020. "The Persistent Effects of Initial Labor Market Conditions for Young Adults and Their Sources," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 168-194, Fall.
    7. Hannes Schwandt & Till von Wachter, 2019. "Unlucky Cohorts: Estimating the Long-Term Effects of Entering the Labor Market in a Recession in Large Cross-Sectional Data Sets," Journal of Labor Economics, University of Chicago Press, vol. 37(S1), pages 161-198.
    8. Hitoshi Shigeoka, 2019. "Long-Term Consequences of Growing up in a Recession on Risk Preferences," NBER Working Papers 26352, National Bureau of Economic Research, Inc.
    9. Sievertsen, Hans Henrik, 2016. "Local unemployment and the timing of post-secondary schooling," Economics of Education Review, Elsevier, vol. 50(C), pages 17-28.
    10. Rachel Griffith & Martin O'Connell & Kate Smith, 2016. "Shopping Around: How Households Adjusted Food Spending Over the Great Recession," Economica, London School of Economics and Political Science, vol. 83(330), pages 247-280, April.
    11. David Atkin, 2016. "Endogenous Skill Acquisition and Export Manufacturing in Mexico," American Economic Review, American Economic Association, vol. 106(8), pages 2046-2085, August.
    12. 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.
    13. 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.
    14. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    15. 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.
    16. Ulrike Malmendier & Stefan Nagel, 2011. "Depression Babies: Do Macroeconomic Experiences Affect Risk Taking?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 373-416.
    17. Maria Cotofan & Lea Cassar & Robert Dur & Stephan Meier, 2023. "Macroeconomic Conditions When Young Shape Job Preferences for Life," The Review of Economics and Statistics, MIT Press, vol. 105(2), pages 467-473, March.
    18. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    19. John Bound & Breno Braga & Gaurav Khanna & Sarah Turner, 2019. "Public Universities: The Supply Side of Building a Skilled Workforce," NBER Working Papers 25945, National Bureau of Economic Research, Inc.
    20. 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.
    21. 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.
    22. Brecht Neyt & Eddy Omey & Dieter Verhaest & Stijn Baert, 2019. "Does Student Work Really Affect Educational Outcomes? A Review Of The Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 33(3), pages 896-921, July.
    23. Matthew T. Johnson, 2013. "The Impact of Business Cycle Fluctuations on Graduate School Enrollment," Mathematica Policy Research Reports 77da29f047574fbfb5f216d63, Mathematica Policy Research.
    24. Liu, Kai & Salvanes, Kjell G. & Sørensen, Erik Ø., 2016. "Good skills in bad times: Cyclical skill mismatch and the long-term effects of graduating in a recession," European Economic Review, Elsevier, vol. 84(C), pages 3-17.
    25. 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.
    26. 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.
    27. 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.
    28. Paola Giuliano & Antonio Spilimbergo, 2014. "Growing up in a Recession," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 787-817.
    29. 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.
    30. Toshihiko Mukoyama & Christina Patterson & Ayşegül Şahin, 2018. "Job Search Behavior over the Business Cycle," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 190-215, January.
    31. 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.
    32. 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.
    33. Pedro Carneiro & Sokbae Lee, 2011. "Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000," American Economic Review, American Economic Association, vol. 101(6), pages 2309-2349, October.
    34. Arenas, Andreu & Malgouyres, Clément, 2018. "Countercyclical school attainment and intergenerational mobility," Labour Economics, Elsevier, vol. 53(C), pages 97-111.
    35. Ulrike Malmendier & Stefan Nagel, 2016. "Learning from Inflation Experiences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(1), pages 53-87.
    36. Steven J. Davis & Till Von Wachter, 2011. "Recessions and the Costs of Job Loss," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 1-72.
    37. Olof Åslund & Dan-Olof Rooth, 2007. "Do when and where matter? initial labour market conditions and immigrant earnings," Economic Journal, Royal Economic Society, vol. 117(518), pages 422-448, March.
    38. 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.
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    More about this item

    Keywords

    Business cycle; Higher education; Cohort effects;
    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
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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