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Occupational Segregation and the Gender Wage Gap in Private‐ and Public‐Sector Employment: A Distributional Analysis

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  • JUAN D. BARÓN
  • DEBORAH A. COBB‐CLARK

Abstract

We use the Household, Income and Labour Dynamics in Australia data from 2001 to 2006 to analyse the source of the gender wage gap across public‐ and private‐sector wage distributions in Australia. We are particularly interested in the role of gender segregation within sector‐specific occupations in explaining relative wages. We find that, irrespective of labour market sector, the gender wage gap among low‐paid, Australian workers is more than explained by differences in wage‐related characteristics. The gender wage gap among high‐wage workers, however, is largely unexplained in both sectors suggesting that glass ceilings (rather than sticky floors) may be prevalent. Gender differences in employment across occupations advantage (rather than disadvantage) all women except those in high‐paid jobs, whereas disparity in labour market experience plays a much more important role in explaining relative private‐sector wages. Finally, disparity in educational qualifications and demographic characteristics are generally unimportant in explaining the gender wage gap.

Suggested Citation

  • 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.
    • Handle: RePEc:bla:ecorec:v:86:y:2010:i:273:p:227-246
    DOI: 10.1111/j.1475-4932.2009.00600.x
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    as
    1. repec:bla:ecorec:v:68:y:1992:i:203:p:351-64 is not listed on IDEAS
    2. Spilsbury, Stephanie & Kidd, Michael P, 1997. "The Gender Wage Gap: What Has Happened between 1973 and 1990 in Australia?," Australian Economic Papers, Wiley Blackwell, vol. 36(69), pages 205-223, December.
    3. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    4. repec:zbw:rwirep:0006 is not listed on IDEAS
    5. Thomas K. Bauer & Deborah A. Cobb‐Clark & Vincent A. Hildebrand & Mathias G. Sinning, 2011. "A Comparative Analysis Of The Nativity Wealth Gap," Economic Inquiry, Western Economic Association International, vol. 49(4), pages 989-1007, October.
    6. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    7. Antecol, Heather & Jong, Anneke & Steinberger, Michael D., 2007. "The Sexual Orientation Wage Gap: The Role of Occupational Sorting, Human Capital, and Discrimination," IZA Discussion Papers 2945, Institute of Labor Economics (IZA).
    8. Robert Breunig & Sandrine Rospabe, 2005. "Parametric vs. semi-parametric estimation of the male-female wage gap: An application to France," ANU Working Papers in Economics and Econometrics 2005-458, Australian National University, College of Business and Economics, School of Economics.
    9. Stephen G. Donald & David A. Green & Harry J. Paarsch, 2000. "Differences in Wage Distributions Between Canada and the United States: An Application of a Flexible Estimator of Distribution Functions in the Presence of Covariates," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(4), pages 609-633.
    10. 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.
    11. Kunze, Astrid, 2005. "The evolution of the gender wage gap," Labour Economics, Elsevier, vol. 12(1), pages 73-97, February.
    12. Kristy Eastough & Paul W. Miller, 2004. "The Gender Wage Gap in Paid‐ and Self‐Employment in Australia," Australian Economic Papers, Wiley Blackwell, vol. 43(3), pages 257-276, September.
    13. Kristin F. Butcher & John Dinardo, 2002. "The Immigrant and Native-Born Wage Distributions: Evidence from United States Censuses," ILR Review, Cornell University, ILR School, vol. 56(1), pages 97-121, October.
    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. Nicole M. Fortin & Thomas Lemieux, 1998. "Rank Regressions, Wage Distributions, and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 33(3), pages 610-643.
    16. 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.
    17. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    18. 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.
    19. Deborah A. Cobb-Clark & Vincent A. Hildebrand, 2006. "The Wealth of Mexican Americans," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    20. Dean R. Hyslop & David C. Maré, 2003. "Understanding New Zealand's Changing Income Distribution 1983-98: A Semiparametric Analysis," Working Papers 03_16, Motu Economic and Public Policy Research.
    21. 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.
    22. repec:bla:econom:v:72:y:2005:i:3:p:469-495 is not listed on IDEAS
    23. repec:bla:ecorec:v:69:y:1993:i:204:p:44-55 is not listed on IDEAS
    24. Mary C. Daly & Robert G. Valletta, 2006. "Inequality and Poverty in United States: The Effects of Rising Dispersion of Men's Earnings and Changing Family Behaviour," Economica, London School of Economics and Political Science, vol. 73(289), pages 75-98, February.
    25. 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.
    26. Erica L. Groshen, 1991. "The Structure of the Female/Male Wage Differential: Is It Who You Are, What You Do, or Where You Work?," Journal of Human Resources, University of Wisconsin Press, vol. 26(3), pages 457-472.
    27. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    28. Juan J. Dolado & Florentino Felgueroso & Juan F. Jimeno., "undated". "Recent Trends in Occupational Segregation by Gender: A Look Across the Atlantic," Working Papers 2002-11, FEDEA.
    29. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, 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. Francine Blau & Patricia Simpson & Deborah Anderson, 1998. "Continuing Progress? Trends in Occupational Segregation in the United States over the 1970s and 1980s," Feminist Economics, Taylor & Francis Journals, vol. 4(3), pages 29-71.
    32. Dean R. Hyslop & David C. Maré, 2005. "Understanding New Zealand's Changing Income Distribution, 1983–1998: A Semi‐parametric Analysis," Economica, London School of Economics and Political Science, vol. 72(287), pages 469-495, August.
    33. repec:bla:ausecr:v:38:y:2005:i:4:p:405-417 is not listed on IDEAS
    34. José A. F. Machado & José Mata, 2001. "Earning functions in Portugal 1982-1994: Evidence from quantile regressions," Empirical Economics, Springer, vol. 26(1), pages 115-134.
    35. Michael P. Kidd & Michael Shannon, 1996. "The Gender Wage Gap: A Comparison of Australia and Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 29(s1), pages 121-125, April.
    36. Kuhn, Peter J, 1987. "Sex Discrimination in Labor Markets: The Role of Statistical Evidenc e," American Economic Review, American Economic Association, vol. 77(4), pages 567-583, September.
    37. repec:bla:econom:v:63:y:1996:i:250:p:s29-62 is not listed on IDEAS
    38. Javier Gardeazabal & Arantza Ugidos, 2005. "Gender wage discrimination at quantiles," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(1), pages 165-179, July.
    39. Christian Pfeifer, 2011. "Risk Aversion and Sorting into Public Sector Employment," German Economic Review, Verein für Socialpolitik, vol. 12(1), pages 85-99, February.
    40. Gunderson, Morley, 1989. "Male-Female Wage Differentials and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 27(1), pages 46-72, March.
    41. repec:bla:ecorec:v:67:y:1991:i:198:p:205-16 is not listed on IDEAS
    42. Jeff Borland, 1999. "Earnings Inequality in Australia: Changes, Causes and Consequences," The Economic Record, The Economic Society of Australia, vol. 75(2), pages 177-202, June.
    43. 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.
    44. Joseph G. Altonji & Prashant Bharadwaj & Fabian Lange, 2012. "Changes in the Characteristics of American Youth: Implications for Adult Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 783-828.
    45. Sarah Rummery, 1992. "The Contribution of Intermittent Labour Force Participation to the Gender Wage Differential," The Economic Record, The Economic Society of Australia, vol. 68(4), pages 351-364, December.
    46. repec:bla:ecorec:v:75:y:1999:i:229:p:177-202 is not listed on IDEAS
    47. Angel López-Nicolás & Jaume García & Pedro J. Hernández, 2001. "How wide is the gap? An investigation of gender wage differences using quantile regression," Empirical Economics, Springer, vol. 26(1), pages 149-167.
    48. 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.
    49. Gregory, Robert G. & Borland, Jeff, 1999. "Recent developments in public sector labor markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 53, pages 3573-3630, Elsevier.
    50. Booth, Alison L. & Francesconi, Marco & Frank, Jeff, 2003. "A sticky floors model of promotion, pay, and gender," European Economic Review, Elsevier, vol. 47(2), pages 295-322, April.
    51. Amuedo-Dorantes Catalina & De la Rica Sara, 2006. "The Role of Segregation and Pay Structure on the Gender Wage Gap: Evidence from Matched Employer-Employee Data for Spain," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-34, April.
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    More about this item

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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