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Noncognitive skills, occupational attainment, and relative wages

Author

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  • Cobb-Clark, Deborah A.
  • Tan, Michelle
Abstract
This paper examines whether men's and women's noncognitive skills influence their occupational attainment and, if so, whether this contributes to the disparity in their relative wages. We find that noncognitive skills have a substantial effect on the probability of employment in many, though not all, occupations in ways that differ by gender. Consequently, men and women with similar noncognitive skills enter occupations at very different rates. Women, however, have lower wages on average not because they work in different occupations than men do, but rather because they earn less than their male colleagues employed in the same occupation. On balance, women's noncognitive skills give them a slight wage advantage. Finally, we find that accounting for the endogeneity of occupational attainment more than halves the proportion of the overall gender wage gap that is unexplained.

Suggested Citation

  • Cobb-Clark, Deborah A. & Tan, Michelle, 2011. "Noncognitive skills, occupational attainment, and relative wages," Labour Economics, Elsevier, vol. 18(1), pages 1-13, January.
    • Handle: RePEc:eee:labeco:v:18:y:2011:i:1:p:1-13
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    1. Grazier, S. & Sloane, P.J., 2008. "Accident risk, gender, family status and occupational choice in the UK," Labour Economics, Elsevier, vol. 15(5), pages 938-957, October.
    2. 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.
    3. Booth, Alison & Nolen, Patrick, 2012. "Choosing to compete: How different are girls and boys?," Journal of Economic Behavior & Organization, Elsevier, vol. 81(2), pages 542-555.
    4. Alan B. Krueger & David Schkade, 2008. "Sorting in the Labor Market: Do Gregarious Workers Flock to Interactive Jobs?," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    5. Elder, Todd E. & Goddeeris, John H. & Haider, Steven J., 2010. "Unexplained gaps and Oaxaca-Blinder decompositions," Labour Economics, Elsevier, vol. 17(1), pages 284-290, January.
    6. Thomas DeLeire & Helen Levy, 2001. "Gender, Occupation Choice and the Risk of Death at Work," NBER Working Papers 8574, National Bureau of Economic Research, Inc.
    7. Nicole M. Fortin & Michael Huberman, 2002. "Occupational Gender Segregation and Women's Wages in Canada: An Historical Perspective," Canadian Public Policy, University of Toronto Press, vol. 28(s1), pages 11-39, May.
    8. Karen Mumford & Peter N Smith, "undated". "The Gender Earnings Gap in Britain," Discussion Papers 04/05, Department of Economics, University of York.
    9. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    10. Alison L. Booth & Patrick Nolen, 2012. "Gender differences in risk behaviour: does nurture matter?," Economic Journal, Royal Economic Society, vol. 122(558), pages 56-78, February.
    11. Karen Mumford & Peter N. Smith, 2007. "The Gender Earnings Gap In Britain: Including The Workplace," Manchester School, University of Manchester, vol. 75(6), pages 653-672, December.
    12. Miller, Paul W, 1987. "The Wage Effect of the Occupational Segregation of Women in Britain," Economic Journal, Royal Economic Society, vol. 97(388), pages 885-896, December.
    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. Hiau Joo Kee, 2006. "Glass Ceiling or Sticky Floor? Exploring the Australian Gender Pay Gap," The Economic Record, The Economic Society of Australia, vol. 82(259), pages 408-427, December.
    15. Paul J. Andrisani, 1977. "Internal-External Attitudes, Personal Initiative, and the Labor Market Experience of Black and White Men," Journal of Human Resources, University of Wisconsin Press, vol. 12(3), pages 308-328.
    16. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    17. Bonin, Holger & Dohmen, Thomas & Falk, Armin & Huffman, David & Sunde, Uwe, 2007. "Cross-sectional earnings risk and occupational sorting: The role of risk attitudes," Labour Economics, Elsevier, vol. 14(6), pages 926-937, December.
    18. Lex Borghans & Bas ter Weel & Bruce A. Weinberg, 2008. "Interpersonal Styles and Labor Market Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    19. Juan D. Barón & Deborah A. Cobb‐Clark, 2010. "Occupational Segregation and the Gender Wage Gap in Private‐ and Public‐Sector Employment: A Distributional Analysis," The Economic Record, The Economic Society of Australia, vol. 86(273), pages 227-246, June.
    20. Michael P. Kidd, 1993. "Sex Discrimination and Occupational Segregation in the Australian Labour Market," The Economic Record, The Economic Society of Australia, vol. 69(1), pages 44-55, March.
    21. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
    22. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    23. repec:bla:ecorec:v:69:y:1993:i:204:p:44-55 is not listed on IDEAS
    24. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    25. Mark Wooden, 1999. "Gender Pay Equity and Comparable Worth in Australia: A Reassessment," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 32(2), pages 157-171, June.
    26. Meng, Xin & Miller, Paul, 1995. "Occupational Segregation and Its Impact on Gender Wage Discrimination in China's Rural Industrial Sector," Oxford Economic Papers, Oxford University Press, vol. 47(1), pages 136-155, January.
    27. Francesca Bettio, 2002. "The Pros and Cons of Occupational Gender Segregation in Europe," Canadian Public Policy, University of Toronto Press, vol. 28(s1), pages 65-84, May.
    28. Randall K. Filer, 1986. "The Role of Personality and Tastes in Determining Occupational Structure," ILR Review, Cornell University, ILR School, vol. 39(3), pages 412-424, April.
    29. Linz, Susan J. & Semykina, Anastasia, 2008. "Attitudes and performance: An analysis of Russian workers," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(2), pages 694-717, April.
    30. Nils Braakmann, 2009. "The Role of Psychological Traits for the Gender Gap in Full-Time Employment and Wages: Evidence from Germany," SOEPpapers on Multidisciplinary Panel Data Research 162, DIW Berlin, The German Socio-Economic Panel (SOEP).
    31. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    32. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    33. Alison Preston & Gillian Whitehouse, 2004. "Gender Differences in Occupation of Employment within Australia," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 7(3), pages 309-327, September.
    34. Nyhus, Ellen K. & Pons, Empar, 2005. "The effects of personality on earnings," Journal of Economic Psychology, Elsevier, vol. 26(3), pages 363-384, June.
    35. Michael P. Kidd & Michael Shannon, 1996. "Does the Level of Occupational Aggregation Affect Estimates of the Gender Wage Gap?," ILR Review, Cornell University, ILR School, vol. 49(2), pages 317-329, January.
    36. Mark Wooden & Simon Freidin & Nicole Watson, 2002. "The Household, Income and Labour Dynamics in Australia (HILDA)Survey: Wave 1," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 35(3), pages 339-348, September.
    37. 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).
    38. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    39. repec:bla:ecorec:v:67:y:1991:i:198:p:205-16 is not listed on IDEAS
    40. Miller, Paul W., 1994. "Occupational segregation and wages in Australia," Economics Letters, Elsevier, vol. 45(3), pages 367-371.
    41. Sheila M. Rimmer, 1991. "Occupational Segregation, Earnings Differentials and Status among Australian Workers," The Economic Record, The Economic Society of Australia, vol. 67(3), pages 205-216, September.
    42. Nils Braakmann, 2009. "Psychological traits and the gender gap in full-time employment and wages: Evidence from Germany," Working Paper Series in Economics 112, University of Lüneburg, Institute of Economics.
    43. Paul W. Miller & Paul A. Volker, 1985. "On the Determination of Occupational Attainment and Mobility," Journal of Human Resources, University of Wisconsin Press, vol. 20(2), pages 197-213.
    44. Joseph E. Zveglich Jr. & Yana van der Meulen Rodgers, 2004. "Occupational Segregation and the Gender Wage Gap in a Dynamic East Asian Economy," Southern Economic Journal, John Wiley & Sons, vol. 70(4), pages 850-875, April.
    45. Randall S. Brown & Marilyn Moon & Barbara S. Zoloth, 1980. "Incorporating Occupational Attainment in Studies of Male-Female Earnings Differentials," Journal of Human Resources, University of Wisconsin Press, vol. 15(1), pages 3-28.
    46. Paul W. Miller & Yew Liang Lee, 2004. "Occupational Segregation on the Basis of Gender: the Role of Entry-level Jobs," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 7(3), pages 355-374, September.
    47. de Beyer, J & Knight, J B, 1989. "The Role of Occupation in the Determination of Wages," Oxford Economic Papers, Oxford University Press, vol. 41(3), pages 595-618, July.
    48. F. L. Jones & Julie McMillan, 2001. "Scoring Occupational Categories for Social Research: A Review of Current Practice, with Australian Examples," Work, Employment & Society, British Sociological Association, vol. 15(3), pages 539-563, September.
    49. Ham, Roger & Junankar, Pramod N. (Raja) & Wells, Robert, 2009. "Occupational Choice: Personality Matters," IZA Discussion Papers 4105, Institute of Labor Economics (IZA).
    50. Gerrit Mueller & Erik Plug, 2006. "Estimating the Effect of Personality on Male and Female Earnings," ILR Review, Cornell University, ILR School, vol. 60(1), pages 3-22, October.
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    More about this item

    Keywords

    Noncognitve skills Personality Occupation Gender wage gap Decomposition;

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • 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

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