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Returns To College Over Time: Trends In Europe In The Last 15 Years. Stuck On The Puzzle

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  • Elena Crivellaro

    (University of Padova)

Abstract

While there has been intense debate in the empirical literature about the evolution of the college wage premium in the US, its evolution in Europe has been given little attention. This paper aims to investigate the evolution of the returns to higher education in 12 European countries from 1994 to 2009. In particular, it explores how does this evolution affect wage inequality and how it differs across age cohorts. The period of interest has seen higher education participation rate increasing dramatically: graduate supply considerably outstripped demand which ought to imply a fall in the premium. I use cross country variation in relative supply, demand and labour market institutions to look at their effects on the trend in the college wage gap. I address possible concerns of endogeneity of relative supply by an instrumental variable strategy. Results show a significant decline of college returns in countries with higher relative supply of skilled workers and a marked fall in college returns for recent cohorts for both men and women in all European countries. find evidence that both market and non market factors matter in explaining wage inequality. More specifically, the estimated growth in the wage gap appears negatively correlated to changes in relative supply and positively correlated with the relative demand index, in particular, in countries with higher relative supply of skilled workers, that present a stronger decline in the returns to college. Institutional constraints also matter.

Suggested Citation

  • Elena Crivellaro, 2012. "Returns To College Over Time: Trends In Europe In The Last 15 Years. Stuck On The Puzzle," "Marco Fanno" Working Papers 0146, Dipartimento di Scienze Economiche "Marco Fanno".
  • Handle: RePEc:pad:wpaper:0146
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    1. Nicole M. Fortin & Thomas Lemieux, 1997. "Institutional Changes and Rising Wage Inequality: Is There a Linkage?," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 75-96, Spring.
    2. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    3. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    4. Arnaud Chevalier & Joanne Lindley, 2009. "Overeducation and the skills of UK graduates," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(2), pages 307-337, April.
    5. Braga, Michela & Checchi, Daniele & Meschi, Elena, 2011. "Institutional Reforms and Educational Attainment in Europe: A Long Run Perspective," IZA Discussion Papers 6190, Institute of Labor Economics (IZA).
    6. Ian Walker & Yu Zhu, 2008. "The College Wage Premium and the Expansion of Higher Education in the UK," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(4), pages 695-709, December.
    7. Thomas Lemieux, 2006. "Postsecondary Education and Increasing Wage Inequality," American Economic Review, American Economic Association, vol. 96(2), pages 195-199, May.
    8. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    9. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    10. Brunello, Giorgio & Comi, Simona Lorena & Lucifora, Claudio, 2000. "The College Wage Gap in 10 European Countries: Evidence from Two Cohorts," IZA Discussion Papers 228, Institute of Labor Economics (IZA).
    11. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    12. Machin, Stephen, 1997. "The decline of labour market institutions and the rise in wage inequality in Britain," European Economic Review, Elsevier, vol. 41(3-5), pages 647-657, April.
    13. Per-Anders Edin & Bertil Holmlund, 1995. "The Swedish Wage Structure: The Rise and Fall of Solidarity Wage Policy?," NBER Chapters, in: Differences and Changes in Wage Structures, pages 307-344, National Bureau of Economic Research, Inc.
    14. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    15. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    16. Boeri, Tito & Jimeno, Juan F., 2005. "The effects of employment protection: Learning from variable enforcement," European Economic Review, Elsevier, vol. 49(8), pages 2057-2077, November.
    17. Claudia Goldin & Lawrence F. Katz, 2007. "The Race between Education and Technology: The Evolution of U.S. Educational Wage Differentials, 1890 to 2005," NBER Working Papers 12984, National Bureau of Economic Research, Inc.
    18. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    19. Daron Acemoglu, 2003. "Patterns of Skill Premia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 199-230.
    20. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    21. Dickens, Richard & Machin, Stephen & Manning, Alan, 1999. "The Effects of Minimum Wages on Employment: Theory and Evidence from Britain," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 1-22, January.
    22. Blaise Melly, 2005. "Public-private sector wage differentials in Germany: Evidence from quantile regression," Empirical Economics, Springer, vol. 30(2), pages 505-520, September.
    23. Chay, Kenneth Y. & Lee, David S., 2000. "Changes in relative wages in the 1980s Returns to observed and unobserved skills and black-white wage differentials," Journal of Econometrics, Elsevier, vol. 99(1), pages 1-38, November.
    24. Milligan, Kevin & Moretti, Enrico & Oreopoulos, Philip, 2004. "Does education improve citizenship? Evidence from the United States and the United Kingdom," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1667-1695, August.
    25. Daron Acemoglu & Joshua Angrist, 2001. "How Large Are Human Capital Externalities? Evidence from Compulsory Schooling Laws," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 9-74, National Bureau of Economic Research, Inc.
    26. Christian Pfeifer, 2011. "Risk Aversion and Sorting into Public Sector Employment," German Economic Review, Verein für Socialpolitik, vol. 12(1), pages 85-99, February.
    27. Winfried Koeniger & Marco Leonardi & Luca Nunziata, 2007. "Labor Market Institutions and Wage Inequality," ILR Review, Cornell University, ILR School, vol. 60(3), pages 340-356, April.
    28. Christopher R. Taber, 2001. "The Rising College Premium in the Eighties: Return to College or Return to Unobserved Ability?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(3), pages 665-691.
    29. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    30. Deschenes, Olivier, 2001. "Unobserved Ability, Comparative Advantage, and the Rising Return to Education in the United States 1979-2000," University of California at Santa Barbara, Economics Working Paper Series qt10v9j8jz, Department of Economics, UC Santa Barbara.
    31. Dennis Sullivan & Timothy Smeeding, 1997. "Educational Attainment and Earnings Inequality in Eight Nations," LIS Working papers 164, LIS Cross-National Data Center in Luxembourg.
    32. Levy, Frank & Murnane, Richard J, 1992. "U.S. Earnings Levels and Earnings Inequality: A Review of Recent Trends and Proposed Explanations," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1333-1381, September.
    33. E Leuven & Hessel Oosterbeek & H van Ophern, 1998. "Explaining International Differences in Male Wage Inequality by differences in Demand and Supply of Skill," CEP Discussion Papers dp0392, Centre for Economic Performance, LSE.
    34. Marco Manacorda, 2004. "Can the Scala Mobile Explain the Fall and Rise of Earnings Inequality in Italy? A Semiparametric Analysis, 19771993," Journal of Labor Economics, University of Chicago Press, vol. 22(3), pages 585-614, July.
    35. Colm Harmon & Hessel Oosterbeek & Ian Walker, 2003. "The Returns to Education: Microeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 115-156, April.
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    More about this item

    JEL classification:

    • 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
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

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