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Unequal effects of the economic cycle on human capital investment. Evidence from Italian panel data

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  • Bonacini, Luca

Abstract

Human Capital Theory considers individuals' education as an investment in terms of money, time, effort, and the renouncement of income opportunities that they expect will be compensated during their working life. While these benefits are mainly in the long run, direct and indirect costs are conditioned by the present circumstances, and in particular, by the macroeconomic conditions. The literature investigating the influence of the business cycle on enrolment decisions often suggests a counter-cyclical relationship without considering that economic fluctuations can produce heterogeneous effects among households facing different economic situations. Through a fixed effects regression based on panel data from the Italian component of the EU-SILC survey, I find the existence of a counter-cyclical propensity to enrol that is symmetric to the stages of the economic cycle. However, after disaggregating the analysis by household income quartiles, results show that a 1% increase in GDP reduces the probability of the poorest individuals being enrolled in non-compulsory education by 1.2%, while the wealthier portion of the population shows an a-cyclical relationship. The policy implications of these results are particularly important as they suggest that measures directed towards youths from poorer households to promote their enrolment in non-compulsory education should be strengthened when economic conditions improve.

Suggested Citation

  • Bonacini, Luca, 2020. "Unequal effects of the economic cycle on human capital investment. Evidence from Italian panel data," GLO Discussion Paper Series 733, Global Labor Organization (GLO).
    • Handle: RePEc:zbw:glodps:733
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    1. Lucifora, Claudio & Comi, Simona Lorena & Brunello, Giorgio, 2000. "The Returns to Education in Italy: A New Look at the Evidence," IZA Discussion Papers 130, Institute of Labor Economics (IZA).
    2. Nicoletta Berardi & Federica Marzo, 2017. "The Elasticity of Poverty with respect to Sectoral Growth in Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(1), pages 147-168, March.
    3. Checchi,Daniele, 2008. "The Economics of Education," Cambridge Books, Cambridge University Press, number 9780521066464, September.
    4. 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.
    5. 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.
    6. Gary S. Becker, 1964. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, First Edition," NBER Books, National Bureau of Economic Research, Inc, number beck-5.
    7. Checchi, Daniele & Fiorio, Carlo V. & Leonardi, Marco, 2013. "Intergenerational persistence of educational attainment in Italy," Economics Letters, Elsevier, vol. 118(1), pages 229-232.
    8. Michael S. Christian, 2007. "Liquidity constraints and the cyclicality of college enrollment in the United States," Oxford Economic Papers, Oxford University Press, vol. 59(1), pages 141-169, January.
    9. Dellas, Harris & Koubi, Vally, 2003. "Business cycles and schooling," European Journal of Political Economy, Elsevier, vol. 19(4), pages 843-859, November.
    10. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    11. Mattila, J. Peter, 1982. "Determinants of Male School Enrollments, A Time-Series Analysis," Staff General Research Papers Archive 10849, Iowa State University, Department of Economics.
    12. David Ashton & Francis Green, 1996. "Education, Training and the Global Economy," Books, Edward Elgar Publishing, number 914.
    13. Dynan Karen & Elmendorf Douglas & Sichel Daniel, 2012. "The Evolution of Household Income Volatility," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(2), pages 1-42, December.
    14. Freddy Heylen & Lorenzo Pozzi, 2007. "Crises and human capital accumulation," Canadian Journal of Economics, Canadian Economics Association, vol. 40(4), pages 1261-1285, November.
    15. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    16. Jeffrey R. Brown & Caroline M. Hoxby, 2014. "How the Financial Crisis and Great Recession Affected Higher Education," NBER Books, National Bureau of Economic Research, Inc, number brow12-2.
    17. Tullio Jappelli & Luigi Pistaferri, 2010. "Does Consumption Inequality Track Income Inequality in Italy?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(1), pages 133-153, January.
    18. Alain de Janvry & Elisabeth Sadoulet, 2000. "Growth, Poverty, And Inequality In Latin America: A Causal Analysis, 1970–94," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(3), pages 267-287, September.
    19. Norbert R. Schady, 2004. "Do Macroeconomic Crises Always Slow Human Capital Accumulation?," The World Bank Economic Review, World Bank, vol. 18(2), pages 131-154.
    20. Diana Alessandrini & Stephen Kosempel & Thanasis Stengos, 2012. "The Business Cycle Human Capital Accumulation Nexus and its Effect on Labor Supply Volatility," Working Paper series 62_12, Rimini Centre for Economic Analysis.
    21. 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.
    22. Mattia Cattaneo & Paolo Malighetti & Michele Meoli & Stefano Paleari, 2017. "University spatial competition for students: the Italian case," Regional Studies, Taylor & Francis Journals, vol. 51(5), pages 750-764, May.
    23. Marina Murat & Luca Bonacini, 2020. "Coronavirus pandemic, remote learning and education inequalities," Department of Economics (DEMB) 0177, University of Modena and Reggio Emilia, Department of Economics "Marco Biagi".
    24. Marina Murat & Luca Bonacini, 2020. "Coronavirus pandemic, remote learning and education inequalities," Department of Economics 0177, University of Modena and Reggio E., Faculty of Economics "Marco Biagi".
    25. 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.
    26. Federico Cingano & Piero Cipollone, 2007. "University drop-out. The case of Italy," Temi di discussione (Economic working papers) 626, Bank of Italy, Economic Research and International Relations Area.
    27. Mattila, J Peter, 1982. "Determinants of Male School Enrollments: A Time-Series Analysis," The Review of Economics and Statistics, MIT Press, vol. 64(2), pages 242-251, May.
    28. Linda Nasif Edwards, 1976. "School Retention of Teenagers Over the Business Cycle," Journal of Human Resources, University of Wisconsin Press, vol. 11(2), pages 200-208.
    29. Bridget Terry Long, 2014. "The Financial Crisis and College Enrollment: How Have Students and Their Families Responded?," NBER Chapters, in: How the Financial Crisis and Great Recession Affected Higher Education, pages 209-233, National Bureau of Economic Research, Inc.
    30. Alessandrini, Diana & Kosempel, Stephen & Stengos, Thanasis, 2015. "The business cycle human capital accumulation nexus and its effect on hours worked volatility," Journal of Economic Dynamics and Control, Elsevier, vol. 51(C), pages 356-377.
    31. repec:bla:revinw:v:46:y:2000:i:3:p:267-87 is not listed on IDEAS
    32. 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.
    33. Cristina Freguja, 2013. "Measuring Poverty: A Matter Of Choice," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 67(2), pages 15-22, April-Jun.
    34. Carmen Aina, 2010. "University Drop-out in Italy," Working Papers 134, SEMEQ Department - Faculty of Economics - University of Eastern Piedmont.
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    Cited by:

    1. Bonacini, Luca & Gallo, Giovanni & Scicchitano, Sergio, 2021. "Sometimes you cannot make it on your own. How household background influences chances of success in Italy," GLO Discussion Paper Series 832, Global Labor Organization (GLO).

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    More about this item

    Keywords

    Economic cycle; Educational economics; Human capital; Rate of return;
    All these keywords.

    JEL classification:

    • A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

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