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Valuation Of Human Capital And The Gender Wage Gap In Europe

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  • Maryna Tverdostup
  • Tiiu Paas

Abstract

This paper investigates the gender wage gap in relation to the multi-dimensional human capital measure across 17 European countries. To date, the role of cognitive and task-specific skills had a limited empirical evidence in the gender wage gap literature. We narrow this research gap by relying on PIAAC (Program of International Assessment of Adult Competencies) data and applying Gelbach’s (2016) decomposition methodology. The analysis reveals that occupation-/industry-specific work experience and task-specific cognitive and non-cognitive skills are the most rewarding human capital attainments. Work experience largely decreases the gender wage disparity in all analysed countries. Cognitive numeracy skill is another strong predictor of gender wage disparity. The effect of numeracy is rather homogeneous across countries, namely, controlling for numeracy reduces the wage gap. Unlike studies that stress the decreasing importance of human capital in gender wage gap assessments, we argue that a narrow definition of human capital may undermine the actual effect of the latter. Therefore, we conclude that human capital should be viewed as a combination of multiple characteristics and traits, each having specific valuation on the labour market, and thus, a particular role in explaining the gender wage gap.

Suggested Citation

  • Maryna Tverdostup & Tiiu Paas, 2019. "Valuation Of Human Capital And The Gender Wage Gap In Europe," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 118, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    • Handle: RePEc:mtk:febawb:118
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    1. O'Neill, June & Polachek, Solomon, 1993. "Why the Gender Gap in Wages Narrowed in the 1980s," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 205-228, January.
    2. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 133-156, Fall.
    3. Robert Gibbons & Michael Waldman, 2004. "Task-Specific Human Capital," American Economic Review, American Economic Association, vol. 94(2), pages 203-207, May.
    4. Gary S. Becker & William H. J. Hubbard & Kevin M. Murphy, 2010. "Explaining the Worldwide Boom in Higher Education of Women," Journal of Human Capital, University of Chicago Press, vol. 4(3), pages 203-241.
    5. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    6. Edward P. Lazear, 2009. "Firm-Specific Human Capital: A Skill-Weights Approach," Journal of Political Economy, University of Chicago Press, vol. 117(5), pages 914-940, October.
    7. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    8. Blau, Francine D & Kahn, Lawrence M, 1997. "Swimming Upstream: Trends in the Gender Wage Differential in 1980s," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 1-42, January.
    9. Wayne A. Grove & Andrew Hussey & Michael Jetter, 2011. "The Gender Pay Gap Beyond Human Capital: Heterogeneity in Noncognitive Skills and in Labor Market Tastes," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 827-874.
    10. Dan A. Black & Amelia M. Haviland & Seth G. Sanders & Lowell J. Taylor, 2008. "Gender Wage Disparities among the Highly Educated," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 630-659.
    11. Alan Manning & Joanna Swaffield, 2008. "The gender gap in early-career wage growth," Economic Journal, Royal Economic Society, vol. 118(530), pages 983-1024, July.
    12. Claudia Olivetti, 2006. "Changes in Women's Hours of Market Work: The Role of Returns to Experience," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(4), pages 557-587, October.
    13. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    14. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    15. José Molina & Víctor Montuenga, 2009. "The Motherhood Wage Penalty in Spain," Journal of Family and Economic Issues, Springer, vol. 30(3), pages 237-251, September.
    16. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    17. Thomas N. Daymonti & Paul J. Andrisani, 1984. "Job Preferences, College Major, and the Gender Gap in Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 19(3), pages 408-428.
    18. Francine D. Blau & Lawrence M. Kahn, 2006. "The U.S. Gender Pay Gap in the 1990S: Slowing Convergence," ILR Review, Cornell University, ILR School, vol. 60(1), pages 45-66, October.
    19. Raposo, Pedro & Portugal, Pedro & Carneiro, Anabela, 2015. "Decomposing the Wage Losses of Displaced Workers: The Role of the Reallocation of Workers into Firms and Job Titles," IZA Discussion Papers 9220, Institute of Labor Economics (IZA).
    20. Shintaro Yamaguchi, 2018. "Changes in Returns to Task-Specific Skills and Gender Wage Gap," Journal of Human Resources, University of Wisconsin Press, vol. 53(1), pages 32-70.
    21. Nicole M. Fortin, 2008. "The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    22. Muriel Niederle & Lise Vesterlund, 2010. "Explaining the Gender Gap in Math Test Scores: The Role of Competition," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 129-144, Spring.
    23. Marina Gorsuch, 2016. "Decomposing the increase in men’s time on childcare during the great recession," Review of Economics of the Household, Springer, vol. 14(1), pages 53-82, March.
    24. Alexandros Zangelidis, 2008. "Occupational And Industry Specificity Of Human Capital In The British Labour Market," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(4), pages 420-443, September.
    25. Deborah J. Anderson & Melissa Binder & Kate Krause, 2003. "The Motherhood Wage Penalty Revisited: Experience, Heterogeneity, Work Effort, and Work-Schedule Flexibility," ILR Review, Cornell University, ILR School, vol. 56(2), pages 273-294, January.
    26. Goldin, Claudia, 2006. "The Quiet Revolution That Transformed Women’s Employment, Education, and Family," Scholarly Articles 2943933, Harvard University Department of Economics.
    27. Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
    28. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    29. Claudia Goldin, 2006. "The Quiet Revolution That Transformed Women's Employment, Education, and Family," American Economic Review, American Economic Association, vol. 96(2), pages 1-21, May.
    30. Sullivan, Paul, 2010. "Empirical evidence on occupation and industry specific human capital," Labour Economics, Elsevier, vol. 17(3), pages 567-580, June.
    31. repec:bla:econom:v:65:y:1998:i:258:p:263-84 is not listed on IDEAS
    32. Marina Gorsuch, 2016. "Decomposing the increase in men’s time on childcare during the great recession," Review of Economics of the Household, Springer, vol. 14(1), pages 53-82, March.
    33. Marianne Bertrand & Kevin F. Hallock, 2001. "The Gender Gap in Top Corporate Jobs," ILR Review, Cornell University, ILR School, vol. 55(1), pages 3-21, October.
    34. Markus Gangl & Andrea Ziefle, 2009. "Motherhood, labor force behavior, and women’s careers: An empirical assessment of the wage penalty for motherhood in britain, germany, and the united states," Demography, Springer;Population Association of America (PAA), vol. 46(2), pages 341-369, May.
    35. Allen, J.P. & Levels, M. & van der Velden, R.K.W., 2013. "Skill mismatch and skill use in developed countries: Evidence from the PIAAC study," ROA Research Memorandum 017, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    36. repec:bla:devpol:v:28:y:2010:i:6:p:733-747 is not listed on IDEAS
    37. Grund, Christian, 2015. "Gender pay gaps among highly educated professionals — Compensation components do matter," Labour Economics, Elsevier, vol. 34(C), pages 118-126.
    38. Glen R. Waddell, 2006. "Labor-Market Consequences of Poor Attitude and Low Self-Esteem in Youth," Economic Inquiry, Western Economic Association International, vol. 44(1), pages 69-97, January.
    39. Ana Rute Cardoso & Paulo Guimarães & Pedro Portugal, 2016. "What drives the gender wage gap? A look at the role of firm and job-title heterogeneity," Oxford Economic Papers, Oxford University Press, vol. 68(2), pages 506-524.
    40. repec:pri:indrel:dsp01gb19f581g is not listed on IDEAS
    41. Allen, J.P. & Levels, M. & van der Velden, R.K.W., 2013. "Skill mismatch and use in developed countries: Evidence from the PIAAC study," Research Memorandum 061, Maastricht University, Graduate School of Business and Economics (GSBE).
    42. Sten Anspal, 2015. "Non-parametric decomposition and the choice of reference group," International Journal of Manpower, Emerald Group Publishing Limited, vol. 36(8), pages 1266-1280, November.
    43. Polachek, Solomon William, 1981. "Occupational Self-Selection: A Human Capital Approach to Sex Differences in Occupational Structure," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 60-69, February.
    44. Jolliffe, Dean, 1998. "Skills, Schooling, and Household Income in Ghana," The World Bank Economic Review, World Bank, vol. 12(1), pages 81-104, January.
    45. Kasey Buckles & Joseph Price, 2013. "Selection and the Marriage Premium for Infant Health," Demography, Springer;Population Association of America (PAA), vol. 50(4), pages 1315-1339, August.
    46. Matthew Wiswall & Basit Zafar, 2018. "Preference for the Workplace, Investment in Human Capital, and Gender," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 457-507.
    47. Schultz, T. Paul (ed.), 1995. "Investment in Women's Human Capital," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226740874, December.
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    Keywords

    gender; human capital; cognitive and non-cognitive skills; wage gap;
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