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Occupational Segregation and Gender Wage Differentials: Evidence from Malaysia

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  • Rahmah Ismail
  • Maryam Farhadi
  • Chung‐Khain Wye

Abstract

In Malaysia, the participation of women in the labor market has increased over time. However, occupational segregation and wage differentials continue to be prevalent between men and women in the labor market. The present paper investigates gender‐related occupational segregation and wage differentials based on data collected from 7135 working households in Peninsular Malaysia in 2011. The wage decomposition model introduced by Brown et al. (1980) is used to examine the determinants of gender‐related wage differentials. The results suggest that differences within occupations account for the largest portion of the wage gap between men and women. The results also indicate that wage discrimination within occupations plays an important role in the gender wage gap, while sample selection bias plays an important role in the examination of gender wage gaps.

Suggested Citation

  • Rahmah Ismail & Maryam Farhadi & Chung‐Khain Wye, 2017. "Occupational Segregation and Gender Wage Differentials: Evidence from Malaysia," Asian Economic Journal, East Asian Economic Association, vol. 31(4), pages 381-401, December.
    • Handle: RePEc:bla:asiaec:v:31:y:2017:i:4:p:381-401
    DOI: 10.1111/asej.12136
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    References listed on IDEAS

    as
    1. Antonczyk, Dirk & Fitzenberger, Bernd & Sommerfeld, Katrin, 2010. "Rising wage inequality, the decline of collective bargaining, and the gender wage gap," Labour Economics, Elsevier, vol. 17(5), pages 835-847, October.
    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. Zheng Fang & Chris Sakellariou, 2011. "A Case of Sticky Floors: Gender Wage Differentials in Thailand," Asian Economic Journal, East Asian Economic Association, vol. 25(1), pages 35-54, March.
    4. Meng, Xin & Shen, Kailing & Xue, Sen, 2013. "Economic reform, education expansion, and earnings inequality for urban males in China, 1988–2009," Journal of Comparative Economics, Elsevier, vol. 41(1), pages 227-244.
    5. 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.
    6. Ge, Yuhao & Li, Hongbin & Zhang, Junsen, 2011. "Gender earnings gaps in Hong Kong: Empirical evidence from across the earnings distribution in 2006," China Economic Review, Elsevier, vol. 22(1), pages 151-164, March.
    7. Constant, Amelie F. & Zimmermann, Klaus F., 2003. "Occupational Choice Across Generations," IZA Discussion Papers 975, Institute of Labor Economics (IZA).
    8. Ueshima, Yasuhiro, 2003. "Why wages equalized in the high-speed growth era:: Japanese manufacturing, 1961-1969," Journal of the Japanese and International Economies, Elsevier, vol. 17(1), pages 33-54, March.
    9. Petit, Pascale, 2007. "The effects of age and family constraints on gender hiring discrimination: A field experiment in the French financial sector," Labour Economics, Elsevier, vol. 14(3), pages 371-391, June.
    10. Gale Summerfield & Xiao-yuan Dong & Nahid Aslanbeigui & Jie Hu, 2011. "Wage Differentials, Occupational Segregation, and Gendered Creativity Perceptions in the Chinese Science and Technology Sector: Beijing and Wuhan," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 37(2), pages 178-196.
    11. Robert H. Topel, 1997. "Factor Proportions and Relative Wages: The Supply-Side Determinants of Wage Inequality," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 55-74, Spring.
    12. Antecol, Heather & Cobb-Clark, Deborah A., 2013. "Do psychosocial traits help explain gender segregation in young people's occupations?," Labour Economics, Elsevier, vol. 21(C), pages 59-73.
    13. Chi, Wei & Li, Bo, 2008. "Glass ceiling or sticky floor? Examining the gender earnings differential across the earnings distribution in urban China, 1987-2004," Journal of Comparative Economics, Elsevier, vol. 36(2), pages 243-263, June.
    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. Palomino, Frédéric & Peyrache, Eloïc-Anil, 2010. "Psychological bias and gender wage gap," Journal of Economic Behavior & Organization, Elsevier, vol. 76(3), pages 563-573, December.
    16. Frédéric Palomino & Eloïc-Anil Peyrache, 2010. "Psychological Bias and Gender Wage Gap," Post-Print hal-00911836, HAL.
    17. Le, Anh T. & Miller, Paul W. & Slutske, Wendy S. & Martin, Nicholas G., 2011. "Attitudes towards economic risk and the gender pay gap," Labour Economics, Elsevier, vol. 18(4), pages 555-561, August.
    18. repec:wyi:journl:002165 is not listed on IDEAS
    19. Frédéric Palomino & Eloïc Peyrache, 2010. "Psychological bias and gender wage gap," Post-Print hal-00586063, HAL.
    20. Siew Yean Teo, 2003. "Occupational Segregation and its Effect on Estimates of the Gender Wage Differential: Evidence from Brunei," Asian Economic Journal, East Asian Economic Association, vol. 17(4), pages 341-360, December.
    21. Chris Sakellariou, 2004. "Gender-Earnings Differentials Using Quantile Regressions," Journal of Labor Research, Transaction Publishers, vol. 25(3), pages 458-468, July.
    22. Michael Demoussis & N. Giannakopoulos & S. Zografakis, 2010. "Native-immigrant wage differentials and occupational segregation in the Greek labour market," Applied Economics, Taylor & Francis Journals, vol. 42(8), pages 1015-1027.
    23. Munasinghe, Lalith & Reif, Tania & Henriques, Alice, 2008. "Gender gap in wage returns to job tenure and experience," Labour Economics, Elsevier, vol. 15(6), pages 1296-1316, December.
    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. William A. Darity & Patrick L. Mason, 1998. "Evidence on Discrimination in Employment: Codes of Color, Codes of Gender," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 63-90, Spring.
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    2. Cuberes, David & Schmillen, Achim & Teignier, Marc, 2023. "The aggregate gains of eliminating gender and ethnic gaps in the Malaysian labor market," Journal of Asian Economics, Elsevier, vol. 87(C).

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