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Gender Wage Gap and Discrimination in Developing Countries

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  • Zhou, Mo
  • Nelson, Robert

Abstract

This study constructs wage equations according to Mincer earnings function for men and women separately, and the equations are estimated by OLS and Heckman selection regression for eleven developing countries. Our results show that the wage equation estimates for five countries including Ukraine, Sri Lanka, Macedonia Lao and Yunnan, China have the selection bias. Comparing the estimates of female wage equations and male wage equations, we find that better education raise wages for women than men, and women who work as high skill white collar receive more benefits than female. In terms of gender wage gap analysis, we conduct the Blinder-Oaxaca decomposition for each of countries by the estimates of OLS regression and Heckman regressions. The results reveal a relatively high level of gender wage discrimination in Yunnan province, Macedonia, Sri Lanka and Ukraine. For most of countries, the unexplained wage gap contributes more to the total wage gap, comparing with the explained wage gap. However, this is no strong evidence to show that the wage discrimination is correlated with national economic development.

Suggested Citation

  • Zhou, Mo & Nelson, Robert, 2017. "Gender Wage Gap and Discrimination in Developing Countries," 2017 Annual Meeting, February 4-7, 2017, Mobile, Alabama 252727, Southern Agricultural Economics Association.
    • Handle: RePEc:ags:saea17:252727
    DOI: 10.22004/ag.econ.252727
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    References listed on IDEAS

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    1. Chzhen, Yekaterina & Mumford, Karen, 2011. "Gender gaps across the earnings distribution for full-time employees in Britain: Allowing for sample selection," Labour Economics, Elsevier, vol. 18(6), pages 837-844.
    2. Salma Ahmed & Pushkar Maitra, 2010. "Gender Wage Discrimination in Rural and Urban Labour Markets of Bangladesh," Oxford Development Studies, Taylor & Francis Journals, vol. 38(1), pages 83-112.
    3. Albrecht, James & van Vuuren, Aico & Vroman, Susan, 2009. "Counterfactual distributions with sample selection adjustments: Econometric theory and an application to the Netherlands," Labour Economics, Elsevier, vol. 16(4), pages 383-396, August.
    4. Mohammad A. Hossain & Clement A. Tisdell, 2005. "Closing the gender gap in Bangladesh: inequality in education, employment and earnings," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 32(5), pages 439-453, May.
    5. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    6. 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.
    7. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    8. Ahmed, Salma & McGillivray, Mark, 2015. "Human Capital, Discrimination, and the Gender Wage Gap in Bangladesh," World Development, Elsevier, vol. 67(C), pages 506-524.
    9. Seguino, Stephanie, 2000. "Gender Inequality and Economic Growth: A Cross-Country Analysis," World Development, Elsevier, vol. 28(7), pages 1211-1230, July.
    10. 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.
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