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The Cyclicality of Skill Acquisition: Evidence from Panel Data

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  • Fabio Méndez
  • Facundo Sepúlveda

Abstract

This paper presents new empirical evidence regarding the cyclicality of skill acquisition activities. The paper studies both training and schooling episodes at the individual level using quarterly data from the NLSY79 for a period of 19 years. We find that aggregate schooling is strongly countercyclical, while aggregate training is acyclical. Several training categories, however, behave procyclically. The results also indicate that firm-financed training is procyclical, while training financed through other means is countercyclical; and that the cyclicality of skill acquisition investments depends significantly on the educational level and the employment status of the individual. (JEL E24, E32, I20, J24)

Suggested Citation

  • Fabio Méndez & Facundo Sepúlveda, 2012. "The Cyclicality of Skill Acquisition: Evidence from Panel Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 128-152, July.
    • Handle: RePEc:aea:aejmac:v:4:y:2012:i:3:p:128-52
    Note: DOI: 10.1257/mac.4.3.128
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    1. Sakellaris, Plutarchos & Spilimbergo, Antonio, 2000. "Business cycles and investment in human capital: international evidence on higher education," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 52(1), pages 221-256, June.
    2. Fukao, Kyoji & Otaki, Masayuki, 1993. "Accumulation of Human Capital and the Business Cycle," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 73-99, February.
    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. Paul J. Devereux & Robert A. Hart, 2007. "The Spot Market Matters: Evidence On Implicit Contracts From Britain," Scottish Journal of Political Economy, Scottish Economic Society, vol. 54(5), pages 661-683, November.
    5. Helpman, Elhanan & Rangel, Antonio, 1999. "Adjusting to a New Technology: Experience and Training," Journal of Economic Growth, Springer, vol. 4(4), pages 359-383, December.
    6. Diego Comin, 2009. "On the integration of growth and business cycles," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 36(2), pages 165-176, May.
    7. Görlitz Katja, 2010. "The Development of Employers’ Training Investments Over Time – A Decomposition Analysis Using German Establishment Data," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(2), pages 186-207, April.
    8. King, Ian & Sweetman, Arthur, 2002. "Procyclical Skill Retooling and Equilibrium," Working Papers 162, Department of Economics, The University of Auckland.
    9. Boyan Jovanovic, 2006. "Asymmetric Cycles," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(1), pages 145-162.
    10. Gary Solon & Robert Barsky & Jonathan A. Parker, 1994. "Measuring the Cyclicality of Real Wages: How Important is Composition Bias?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 1-25.
    11. Robert Gibbons & Michael Waldman, 2006. "Enriching a Theory of Wage and Promotion Dynamics inside Firms," Journal of Labor Economics, University of Chicago Press, vol. 24(1), pages 59-108, January.
    12. Feng, Shuaizhang, 2009. "Return to Training and Establishment Size: A Reexamination of the Size-Wage Puzzle," IZA Discussion Papers 4143, Institute of Labor Economics (IZA).
    13. Daehaeng Kim & Chul-In Lee, 2007. "On-the-Job Human Capital Accumulation in a Real Business Cycle Model: Implications for Intertemporal Substitution Elasticity and Labor Hoarding," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 10(3), pages 494-518, July.
    14. Dellas, Harris & Koubi, Vally, 2003. "Business cycles and schooling," European Journal of Political Economy, Elsevier, vol. 19(4), pages 843-859, November.
    15. Barron, John M & Berger, Mark C & Black, Dan A, 1997. "How Well Do We Measure Training?," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 507-528, July.
    16. 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.
    17. Perli, Roberto & Sakellaris, Plutarchos, 1998. "Human capital formation and business cycle persistence," Journal of Monetary Economics, Elsevier, vol. 42(1), pages 67-92, June.
    18. repec:zbw:rwirep:0087 is not listed on IDEAS
    19. David N. DeJong & Beth F. Ingram, 2001. "The Cyclical Behavior of Skill Acquisition," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(3), pages 536-561, July.
    20. Einarsson, Tor & Marquis, Milton H., 1997. "Home production with endogenous growth," Journal of Monetary Economics, Elsevier, vol. 39(3), pages 551-569, August.
    21. Ian King & Arthur Sweetman, 2002. "Procyclical Skill Retooling and Equilibrium Search," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(3), pages 704-717, July.
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    Cited by:

    1. Barbara Sadaba & Sunčica Vujič & Sofia Maier, 2020. "Cyclicality of Schooling: New Evidence from Unobserved Components Models," Staff Working Papers 20-38, Bank of Canada.
    2. Gradstein, Mark & Brückner, Markus, 2013. "Income and schooling," CEPR Discussion Papers 9365, C.E.P.R. Discussion Papers.
    3. Griffy, Benjamin & Gomis-Porqueras, Pedro, 2020. "Part and Full-Time Employment over the Business Cycle," MPRA Paper 105095, University Library of Munich, Germany.
    4. Hara, Hiromi, 2017. "Minimum wage effects on firm-provided and worker-initiated training," Labour Economics, Elsevier, vol. 47(C), pages 149-162.
    5. Neel Rao, 2016. "The Impact Of Macroeconomic Conditions In Childhood On Adult Labor Market Outcomes," Economic Inquiry, Western Economic Association International, vol. 54(3), pages 1425-1444, July.
    6. Brunello, Giorgio & Wruuck, Patricia, 2020. "Employer provided training in Europe: Determinants and obstacles," EIB Working Papers 2020/03, European Investment Bank (EIB).
    7. 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.
    8. Sadaba, Barbara & Vujić, Sunčica & Maier, Sofia, 2024. "Characterizing the schooling cycle," Economic Modelling, Elsevier, vol. 132(C).
    9. Sylvain, Serginio, 2014. "Does Human Capital Risk Explain The Value Premium Puzzle?," MPRA Paper 54551, University Library of Munich, Germany.

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    More about this item

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • I20 - Health, Education, and Welfare - - Education - - - General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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