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Returns to Skills Around the World: Evidence from PIAAC

  • Eric A. Hanushek

    (Hoover Institution, Stanford University)

  • Guido Schwerdt

    (University of Siegen)

  • Simon Wiederhold

    (Ifo Institute for Economic Research,University of Munich)

  • Ludger Woessmann

    (Ifo Institute for Economic Research,University of Munich)

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. Les estimations actuelles des rendements du marché du travail sur le capital humain donnent une image déformée du rôle des compétences dans les différentes économies. Les comparaisons internationales des analyses des revenus du travail dépendent presque exclusivement des mesures de réussite scolaire du capital humain, et les données intégrant des mesures directes des capacités cognitives se limitent essentiellement aux travailleurs en début de carrière aux États-Unis. Les analyses de la nouvelle évaluation des compétences des adultes sur le cycle de vie complet dans 22 pays (PIAAC) montrent que mettre l'accent sur les gains en début de carrière conduit à sous-estimer la durée de vie du rendement des compétences d'environ un quart. En moyenne, une augmentation d'un écart-type en capacités de calcul est associée à une augmentation de salaire de 18 pour cent chez les travailleurs les plus jeunes. Mais ceci masque une grande hétérogénéité entre les pays. Huit pays, dont les pays nordiques, ont des rendements entre 12 et 15 pour cent, tandis que six sont au-dessus de 21 pour cent, le plus grand rendement étant de 28 pour cent aux États-Unis. Les estimations sont remarquablement robustes aux différents résultats et mesures des compétences, aux contrôles supplémentaires, et aux divers sous-groupes. Curieusement, le rendement des compétences est systématiquement plus faible dans les pays à forte densité syndicale, où la protection de l'emploi est plus stricte et la part du secteur public plus grande.

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File URL: http://dx.doi.org/10.1787/5k3tsjqmvtq2-en
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Paper provided by OECD Publishing in its series OECD Education Working Papers with number 101.

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Date of creation: 17 Dec 2013
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Handle: RePEc:oec:eduaab:101-en
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  1. Eric A. Hanushek & Lei Zhang, 2006. "Quality-Consistent Estimates of International Returns to Skill," NBER Working Papers 12664, National Bureau of Economic Research, Inc.
  2. Melvin Stephens, Jr. & Dou-Yan Yang, 2013. "Compulsory Education and the Benefits of Schooling," NBER Working Papers 19369, National Bureau of Economic Research, Inc.
  3. Colm Harmon & Kevin Denny & Vincent O'Sullivan, 2003. "Education, earnings and skills : a multi-country comparison," Open Access publications 10197/649, School of Economics, University College Dublin.
  4. 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.
  5. 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.
  6. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-68, September.
  7. Eric A. Hanushek, 2002. "Publicly Provided Education," NBER Working Papers 8799, National Bureau of Economic Research, Inc.
  8. Edin, Per-Anders & Gustavsson, Magnus, 2004. "Time Out of Work and Skill Depreciation," Working Paper Series 2004:14, Uppsala University, Department of Economics.
  9. 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.
  10. Heckman, James J. & Lochner, Lance John & Todd, Petra E., 2005. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," IZA Discussion Papers 1700, Institute for the Study of Labor (IZA).
  11. 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.
  12. 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.
  13. 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.
  14. Sandra E. Black & Paul J. Devereux, 2010. "Recent Developments in Intergenerational Mobility," Working Papers 201025, Geary Institute, University College Dublin.
  15. Danielle Venn, 2009. "Legislation, Collective Bargaining and Enforcement: Updating the OECD Employment Protection Indicators," OECD Social, Employment and Migration Working Papers 89, OECD Publishing.
  16. Hanushek, Eric A. & Woessmann, Ludger, 2011. "The Economics of International Differences in Educational Achievement," Handbook of the Economics of Education, Elsevier.
  17. 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.
  18. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, Oxford University Press, vol. 126(4), pages 1593-1660.
  19. Dustmann, Christian & Ludsteck, Johannes & Schönberg, Uta, 2007. "Revisiting the German Wage Structure," IZA Discussion Papers 2685, Institute for the Study of Labor (IZA).
  20. 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.
  21. 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.
  22. McCallum, B T, 1972. "Relative Asymptotic Bias from Errors of Omission and Measurement," Econometrica, Econometric Society, vol. 40(4), pages 757-58, July.
  23. 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.
  24. Ichino, Andrea & Winter-Ebmer, Rudolf, 1999. "Lower and upper bounds of returns to schooling: An exercise in IV estimation with different instruments," European Economic Review, Elsevier, vol. 43(4-6), pages 889-901, April.
  25. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, Oxford University Press, vol. 116(1), pages 313-350.
  26. 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.
  27. 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.
  28. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
  29. 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.
  30. 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.
  31. Francesco Caselli, 2004. "Accounting for Cross-Country Income Differences," NBER Working Papers 10828, National Bureau of Economic Research, Inc.
  32. Card, David & Heining, Jörg & Kline, Patrick, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," IZA Discussion Papers 7200, Institute for the Study of Labor (IZA).
  33. 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, Oxford University Press, vol. 114(4), pages 1153-1191.
  34. Hanushek, Eric A. & Wößmann, Ludger, 2012. "Schooling, educational achievement, and the Latin American growth puzzle," Munich Reprints in Economics 20399, University of Munich, Department of Economics.
  35. Flavio Cunha & James Heckman, 2007. "The Technology of Skill Formation," NBER Working Papers 12840, National Bureau of Economic Research, Inc.
  36. 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.
  37. Richard B. Freeman, 1980. "Unionism and the Dispersion of Wages," ILR Review, Cornell University, ILR School, vol. 34(1), pages 3-23, October.
  38. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, Elsevier.
  39. 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.
  40. 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.
  41. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
  42. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, October.
  43. 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, .
  44. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, 07.
  45. Wickens, Michael R, 1972. "A Note on the Use of Proxy Variables," Econometrica, Econometric Society, vol. 40(4), pages 759-61, July.
  46. 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.
  47. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, Elsevier.
  48. 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.
  49. 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.
  50. 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.
  51. 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.
  52. David H. Autor & Frank Levy & Richard J. Murnane, 2001. "The Skill Content of Recent Technological Change: An Empirical Exploration," NBER Working Papers 8337, 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. 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, October.
  55. 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.
  56. 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.
  57. 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.
  58. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
  59. 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.
  60. 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.
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