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Occupational segregation and the gender earnings gap in China: devils in the details

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  • Lin Xiu
  • Morley Gunderson

Abstract

Purpose - – The purpose of this paper is to analyze the gender earnings gap in China with a focus on the role of differences in the occupational distribution of males and females. Design/methodology/approach - – The authors use a procedure to model occupational attainments and decompose differences in earnings into an inter-occupational portion due to differences in the occupational distribution between males and females, and an intra-occupational portion due to differences in pay. The analysis is based on Chinese census data. Findings - – The authors find that the male-female pay gap is virtually completely explained by wage discrimination defined as females being paid less than males within the occupation groups based on six broad occupations. Occupational segregation explains virtually none of the overall male-female pay gap, and in fact the “segregation” slightly favors women. However, the picture changes substantially when the analysis is conducted at the more disaggregate sub-occupation level within each of the six broad groups. Wage discrimination remains the prominent contributor to the pay gap across the disaggregated sub-occupations in each of the broad occupations. But there is considerable heterogeneity in the effect of occupational discrimination within the sub-occupations within the different broad occupational groups. Social implications - – When females have the same occupation-determining characteristics as men, they are in lower paying sub-occupations within the professional group and to a lesser extent within manufacturing and operations jobs. There is considerable heterogeneity in the effect of occupational discrimination within the sub-occupations in the different broad occupational groups. Originality/value - – The paper systematically examines the degree to which the gender earnings gap in China is due to the differences in occupational distributions of males and females, highlighting that the conventional Blinder-Oaxaca decompositions can under- or over- estimate the unexplained portion of the gender pay gap by controlling or not controlling for differences in the occupational distribution of males and females. The paper also shows that previous studies that have examined occupational segregation across aggregate occupational groups can mask important differences in the effect of occupational discrimination within the sub-occupations in the different broad occupational groups.

Suggested Citation

  • Lin Xiu & Morley Gunderson, 2015. "Occupational segregation and the gender earnings gap in China: devils in the details," International Journal of Manpower, Emerald Group Publishing Limited, vol. 36(5), pages 711-732, August.
    • Handle: RePEc:eme:ijmpps:v:36:y:2015:i:5:p:711-732
    DOI: 10.1108/IJM-03-2013-0047
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    1. 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.
    2. Xin Meng, 1998. "Gender occupational segregation and its impact on the gender wage differential among rural-urban migrants: a Chinese case study," Applied Economics, Taylor & Francis Journals, vol. 30(6), pages 741-752.
    3. 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.
    4. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 715-753.
    5. Macpherson, David A & Hirsch, Barry T, 1995. "Wages and Gender Composition: Why Do Women's Jobs Pay Less?," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 426-471, July.
    6. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    7. 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.
    8. Eckel, Catherine C. & Grossman, Philip J., 2008. "Differences in the Economic Decisions of Men and Women: 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 57, pages 509-519, Elsevier.
    9. Raquel Vale Mendes, 2009. "Gender wage differentials and occupational distribution," Notas Económicas, Faculty of Economics, University of Coimbra, issue 29, pages 26-40, June.
    10. 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.
    11. Gunderson, Morley, 1989. "Male-Female Wage Differentials and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 27(1), pages 46-72, March.
    12. Yolanda Pena‐Boquete & Sergio De Stefanis & Manuel Fernandez‐Grela, 2010. "The distribution of gender wage discrimination in Italy and Spain: a comparison using the ECHP," International Journal of Manpower, Emerald Group Publishing Limited, vol. 31(2), pages 109-137, May.
    13. Plasman, Robert & Sissoko, Salimata, 2004. "Comparing Apples with Oranges: Revisiting the Gender Wage Gap in an International Perspective," IZA Discussion Papers 1449, Institute of Labor Economics (IZA).
    14. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    15. 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.
    16. 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.
    17. 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.
    18. Bowles, Hannah Riley & Babcock, Linda & Lai, Lei, 2007. "Social incentives for gender differences in the propensity to initiate negotiations: Sometimes it does hurt to ask," Organizational Behavior and Human Decision Processes, Elsevier, vol. 103(1), pages 84-103, May.
    19. Miller, Paul W., 1994. "Occupational segregation and wages in Australia," Economics Letters, Elsevier, vol. 45(3), pages 367-371.
    20. Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
    21. Kidd, Michael P, 1993. "Sex Discrimination and Occupational Segregation in the Australian Labour Market," The Economic Record, The Economic Society of Australia, vol. 69(204), pages 44-55, March.
    22. 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.
    23. Robert Plasman & Salimata Sissoko Ndeye, 2005. "The gender wage gap in an international perspective," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 48(4), pages 419-442.
    24. 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.
    25. Blau Francine D & Kahn Lawrence M, 2007. "The Gender Pay Gap," The Economists' Voice, De Gruyter, vol. 4(4), pages 1-6, June.
    26. 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.
    27. 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.
    28. Michael Baker & Nicole M. Fortin, 2001. "Occupational gender composition and wages in Canada, 1987–1988," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(2), pages 345-376, May.
    29. Paul W. Miller, 1987. "Gender Differences in Observed and Offered Wages in Canada, 1980," Canadian Journal of Economics, Canadian Economics Association, vol. 20(2), pages 225-244, May.
    30. 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.
    31. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    32. Michael Kidd & Todd Goninon, 2000. "Female concentration and the gender wage differential in the United Kingdom," Applied Economics Letters, Taylor & Francis Journals, vol. 7(5), pages 337-340.
    33. 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.
    34. Barbara R. Bergmann, 1974. "Occupational Segregation, Wages and Profits When Employers Discriminate by Race or Sex," Eastern Economic Journal, Eastern Economic Association, vol. 1(2), pages 103-110, April.
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