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Returns to Skills around the World: Evidence from PIAAC

  • Eric A. Hanushek
  • Guido Schwerdt
  • Simon Wiederhold

    ()

  • Ludger Woessmann

Existing estimates of the labor-market returns to human capital give a distorted picture of the role of skills across different economies. International comparisons of earnings analyses rely almost exclusively on school attainment measures of human capital, and evidence incorporating direct measures of cognitive skills is mostly restricted to early-career workers in the United States. Analysis of the new PIAAC survey of adult skills over the full lifecycle in 22 countries shows that the focus on early-career earnings leads to underestimating the lifetime returns to skills by about one quarter. On average, a one-standard-deviation increase in numeracy skills is associated with an 18 percent wage increase among prime-age workers. But this masks considerable heterogeneity across countries. Eight countries, including all Nordic countries, have returns between 12 and 15 percent, while six are above 21 percent with the largest return being 28 percent in the United States. Estimates are remarkably robust to different earnings and skill measures, additional controls, and various subgroups. Intriguingly, returns to skills are systematically lower in countries with higher union density, stricter employment protection, and larger public-sector shares.

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Paper provided by CESifo Group Munich in its series CESifo Working Paper Series with number 4597.

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Date of creation: 2014
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Handle: RePEc:ces:ceswps:_4597
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  1. Cunha, Flavio & Heckman, James J., 2007. "The Technology of Skill Formation," IZA Discussion Papers 2550, Institute for the Study of Labor (IZA).
  2. Danielle Venn, 2009. "Legislation, Collective Bargaining and Enforcement: Updating the OECD Employment Protection Indicators," OECD Social, Employment and Migration Working Papers 89, OECD Publishing.
  3. Sandra E Black & Paul J Devereux, 2010. "Recent Developments in Intergenerational Mobility," Working Papers 201010, School of Economics, University College Dublin.
  4. Hause, John C, 1972. "Earnings Profile: Ability and Schooling," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages S108-S38, Part II, .
  5. Ichino, Andrea & Winter-Ebmer, Rudolf, 1998. "Lower and Upper Bounds of Returns to Schooling: An Exercise in IV estimation with Different Instruments," CEPR Discussion Papers 2007, C.E.P.R. Discussion Papers.
  6. Eric Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Discussion Papers 07-034, Stanford Institute for Economic Policy Research.
  7. Wickens, Michael R, 1972. "A Note on the Use of Proxy Variables," Econometrica, Econometric Society, vol. 40(4), pages 759-61, July.
  8. Flavio Cunha & James J. Heckman & Lance Lochner & Dimitriy V. Masterov, 2005. "Interpreting the Evidence on Life Cycle Skill Formation," NBER Working Papers 11331, National Bureau of Economic Research, Inc.
  9. Joseph G. Altonji & Charles R. Pierret, 1997. "Employer Learning and Statistical Discrimination," NBER Working Papers 6279, National Bureau of Economic Research, Inc.
  10. Eric A. Hanushek & Lei Zhang, 2006. "Quality-Consistent Estimates of International Returns to Skill," NBER Working Papers 12664, National Bureau of Economic Research, Inc.
  11. Melvin Stephens Jr. & Dou-Yan Yang, 2014. "Compulsory Education and the Benefits of Schooling," American Economic Review, American Economic Association, vol. 104(6), pages 1777-92, June.
  12. Francesco Caselli, 2004. "Accounting for Cross-Country Income Differences," NBER Working Papers 10828, National Bureau of Economic Research, Inc.
  13. Roman Frydman & Cheryl Gray & Marek Hessel & Andrzej Rapaczynski, 1999. "When Does Privatization Work? The Impact Of Private Ownership On Corporate Performance In The Transition Economies," The Quarterly Journal of Economics, MIT Press, vol. 114(4), pages 1153-1191, November.
  14. Paul Gregg & Stephen Machin & Mariña Fernández‐Salgado, 2014. "Real Wages and Unemployment in the Big Squeeze," Economic Journal, Royal Economic Society, vol. 0(576), pages 408-432, 05.
  15. Green, David A. & Riddell, W. Craig, 2013. "Ageing and literacy skills: Evidence from Canada, Norway and the United States," Labour Economics, Elsevier, vol. 22(C), pages 16-29.
  16. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2010. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence From Project STAR," NBER Working Papers 16381, National Bureau of Economic Research, Inc.
  17. Green, David A. & Craig Riddell, W., 2003. "Literacy and earnings: an investigation of the interaction of cognitive and unobserved skills in earnings generation," Labour Economics, Elsevier, vol. 10(2), pages 165-184, April.
  18. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, Oxford University Press, vol. 128(3), pages 967-1015.
  19. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
  20. Levi, Maurice D, 1973. "Errors in the Variables Bias in the Presence of Correctly Measured Variables," Econometrica, Econometric Society, vol. 41(5), pages 985-86, September.
  21. Per-Anders Edin & Magnus Gustavsson, 2008. "Time out of Work and Skill Depreciation," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 61(2), pages 163-180, January.
  22. Eric A. Hanushek & Ludger Woessmann, 2010. "The Economics of International Differences in Educational Achievement," CESifo Working Paper Series 3037, CESifo Group Munich.
  23. Bishop, John Hillman, 1989. "Is the Test Score Decline Responsible for the Productivity Growth Decline?," American Economic Review, American Economic Association, vol. 79(1), pages 178-97, March.
  24. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
  25. Claudio E. Montenegro & Harry Anthony Patrinos, 2014. "Comparable Estimates of Returns to Schooling Around the World," Working Papers wp390, University of Chile, Department of Economics.
  26. Solon, Gary, 1999. "Intergenerational mobility in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 29, pages 1761-1800 Elsevier.
  27. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 3, number 3, June.
  28. Steven Haider & Gary Solon, 2006. "Life-Cycle Variation in the Association between Current and Lifetime Earnings," NBER Working Papers 11943, National Bureau of Economic Research, Inc.
  29. Flavio Cunha & James Heckman & Susanne Schennach, 2010. "Estimating the technology of cognitive and noncognitive skill formation," CeMMAP working papers CWP09/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  30. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-90, October.
  31. Dustmann, Christian & Ludsteck, Johannes & Schönberg, Uta, 2007. "Revisiting the German Wage Structure," IZA Discussion Papers 2685, Institute for the Study of Labor (IZA).
  32. Anders Bohlmark & Matthew J. Lindquist, 2006. "Life-Cycle Variations in the Association between Current and Lifetime Income: Replication and Extension for Sweden," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 879-900, October.
  33. Steven McIntosh & Anna Vignoles, 2000. "Measuring and Assessing the Impact of Basic Skills on Labour Market Outcomes," CEE Discussion Papers 0003, Centre for the Economics of Education, LSE.
  34. Hanushek, Eric A., 2002. "Publicly provided education," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 30, pages 2045-2141 Elsevier.
  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, 04.
  36. Mincer, Jacob, 1970. "The Distribution of Labor Incomes: A Survey with Special Reference to the Human Capital Approach," Journal of Economic Literature, American Economic Association, vol. 8(1), pages 1-26, March.
  37. 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.
  38. Psacharopoulos, George & Patrinos, Harry Anthony, 2002. "Returns to investment in education : a further update," Policy Research Working Paper Series 2881, The World Bank.
  39. Eric A. Hanushek & Steven G. Rivkin, 2012. "The Distribution of Teacher Quality and Implications for Policy," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 131-157, 07.
  40. McCallum, B T, 1972. "Relative Asymptotic Bias from Errors of Omission and Measurement," Econometrica, Econometric Society, vol. 40(4), pages 757-58, July.
  41. Edwin Leuven & Hessel Oosterbeek & Hans van Ophem, 2004. "Explaining international differences in male skill wage differentials by differences in demand and supply of skill," Economic Journal, Royal Economic Society, vol. 114(495), pages 466-486, 04.
  42. Kevin Denny & Colm Harmon & Vincent O'Sullivan, 2004. "Education, earnings and skills: a multi-country comparison," IFS Working Papers W04/08, Institute for Fiscal Studies.
  43. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, May.
  44. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
  45. Hanushek, Eric A. & Woessmann, Ludger, 2012. "Schooling, educational achievement, and the Latin American growth puzzle," Journal of Development Economics, Elsevier, vol. 99(2), pages 497-512.
  46. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, Elsevier.
  47. Anita Wölfl & Isabelle Wanner & Tomasz Koźluk & Giuseppe Nicoletti, 2009. "Ten Years of Product Market Reform in OECD Countries: Insights from a Revised PMR Indicator," OECD Economics Department Working Papers 695, OECD Publishing.
  48. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
  49. Daron Acemoglu & David Autor, 2010. "Skills, Tasks and Technologies: Implications for Employment and Earnings," NBER Working Papers 16082, National Bureau of Economic Research, Inc.
  50. Richard J. Murnane & John B. Willett & Frank Levy, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," NBER Working Papers 5076, National Bureau of Economic Research, Inc.
  51. David Autor & Frank Levy & Richard Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  52. Dennis J. Dugan & Dean T. Jamison & Roy Radner, 1976. "Scholastic Achievement: Its Determinants and Effects in the Education Industry," NBER Chapters, in: Education as an Industry, pages 53-94 National Bureau of Economic Research, Inc.
  53. Damon Clark & Heather Royer, 2013. "The Effect of Education on Adult Mortality and Health: Evidence from Britain," American Economic Review, American Economic Association, vol. 103(6), pages 2087-2120, October.
  54. Steven G. Rivkin, 1995. "Black/White Differences in Schooling and Employment," Journal of Human Resources, University of Wisconsin Press, vol. 30(4), pages 826-852.
  55. Richard B. Freeman, 1978. "Unionism and the Dispersion of Wages," NBER Working Papers 0248, National Bureau of Economic Research, Inc.
  56. Eric A. Hanushek & Lei Zhang, 2009. "Quality-Consistent Estimates of International Schooling and Skill Gradients," Journal of Human Capital, University of Chicago Press, vol. 3(2), pages 107-143.
  57. Casey B. Mulligan, 1999. "Galton versus the Human Capital Approach to Inheritance," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages S184-S224, December.
  58. Francesco Caselli, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
  59. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863 Elsevier.
  60. Richard J. Murnane & John B. Willett & Yves Duhaldeborde & John H. Tyler, 2000. "How important are the cognitive skills of teenagers in predicting subsequent earnings?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 19(4), pages 547-568.
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