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Revisiting The Impact of Occupational Segregation on the Gender Earnings Gap in Malaysia

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  • Siew, Ching Goy

    (Universiti Malaysia Sarawak Malaysia)

  • Johnes, Geraint

    (Lancaster University UNITED KINGDOM)

Abstract

More women participate in the labour force nowadays than in the past. However, they do not join the workforce as equal members. Segregation in occupational distribution and pay differentials between men and women remain pervasive. This article uses data from the Malaysian Population and Family Survey 2004 to shed light on the inequality in earnings based on the framework developed by Brown et al. (1980). The empirical results suggest that segregation per se works to the advantage of women. A surprising finding is that the intra-occupational component, which is unjustified by reference to observed characteristics, is responsible for the overall earnings gap. It is likely that the within-occupational earnings discrimination reflects hierarchical segregation. Also, a portion of the earnings gap is attributed to a sample selection effect. Our results suggest that a timely policy intervention would aim to find ways of improving the returns to characteristics earned by women in a given occupation.

Suggested Citation

  • Siew, Ching Goy & Johnes, Geraint, 2012. "Revisiting The Impact of Occupational Segregation on the Gender Earnings Gap in Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 46(1), pages 13-25.
    • Handle: RePEc:ukm:jlekon:v:46:y:2012:i:1:p:13-25
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    1. Arnaud Chevalier, 2007. "Education, Occupation and Career Expectations: Determinants of the Gender Pay Gap for UK Graduates," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 819-842, December.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    7. 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.
    8. Dolton, Peter J & Kidd, Michael P, 1994. "Occupational Access and Wage Discrimination," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 56(4), pages 457-474, November.
    9. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    10. 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.
    11. 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.
    12. 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.
    13. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    14. Liu, Pak-Wai & Zhang, Junsen & Chong, Shu-Chuen, 2004. "Occupational segregation and wage differentials between natives and immigrants: evidence from Hong Kong," Journal of Development Economics, Elsevier, vol. 73(1), pages 395-413, February.
    15. 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.
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    Cited by:

    1. Ismail, Rahmah & Wye, Chung Khain & Mohd Palel, Nur Sabrina, 2017. "Analysis of Glass Ceiling and Sticky Floor Effects for Gender Wage Gap in Malaysian Labour Market," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 51(2), pages 131-142.

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