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The Gender Pay Gap In Vietnam, 1993-2002: A Quantile Regression Approach

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  • Pham, Hung T
  • Reilly, Barry

Abstract

This paper uses mean and quantile regression analysis to investigate the gender pay gap for the wage employed in Vietnam over the period 1993 to 2002. It finds that the Doi moi reforms appear to have been associated with a sharp reduction in gender pay gap disparities for the wage employed. The average gender pay gap in this sector halved between 1993 and 2002 with most of the contraction evident by 1998. There has also been a narrowing in the gender pay gap at most selected points of the conditional wage distribution, an effect most pronounced at the top end of the conditional wage distribution. However, the decomposition analysis suggests that the treatment effect is relatively stable across the conditional wage distribution and little evidence of a ‘glass-ceiling’ effect is detected for Vietnamese women in the wage employment sector in any of the years examined.

Suggested Citation

  • Pham, Hung T & Reilly, Barry, 2007. "The Gender Pay Gap In Vietnam, 1993-2002: A Quantile Regression Approach," MPRA Paper 6475, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:6475
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    1. Manski, Charles F., 1992. "Identification Problems In The Social Sciences," SSRI Workshop Series 292716, University of Wisconsin-Madison, Social Systems Research Institute.
    2. Elizabeth Brainerd, 2000. "Women in Transition: Changes in Gender Wage Differentials in Eastern Europe and the Former Soviet Union," ILR Review, Cornell University, ILR School, vol. 54(1), pages 138-162, October.
    3. 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.
    4. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    5. Andrew Newell & Barry Reilly, 1999. "Rates of Return to Educational Qualifications in the Transitional Economies," Education Economics, Taylor & Francis Journals, vol. 7(1), pages 67-84.
    6. Jennifer Hunt, 2002. "The Transition in East Germany: When Is a Ten-Point Fall in the Gender Wage Gap Bad News?," Journal of Labor Economics, University of Chicago Press, vol. 20(1), pages 148-169, January.
    7. Newell, Andrew & Reilly, Barry, 2001. "The gender pay gap in the transition from communism: some empirical evidence," Economic Systems, Elsevier, vol. 25(4), pages 287-304, December.
    8. Duraisamy, P., 2002. "Changes in returns to education in India, 1983-94: by gender, age-cohort and location," Economics of Education Review, Elsevier, vol. 21(6), pages 609-622, December.
    9. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    10. Asma Hyder & Barry Reilly, 2005. "The Public and Private Sector Pay Gap in Pakistan: A Quantile Regression Analysis," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(3), pages 271-306.
    11. 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.
    12. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    13. James J. Heckman & V. Joseph Hotz, 1986. "An Investigation of the Labor Market Earnings of Panamanian Males Evaluating the Sources of Inequality," Journal of Human Resources, University of Wisconsin Press, vol. 21(4), pages 507-542.
    14. Bauer, Thomas K. & Haisken-DeNew, John P., 2001. "Employer learning and the returns to schooling," Labour Economics, Elsevier, vol. 8(2), pages 161-180, May.
    15. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    16. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    17. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    18. MartÌn Rama, 2002. "The Gender Implications of Public Sector Downsizing: The Reform Program of Vietnam," The World Bank Research Observer, World Bank, vol. 17(2), pages 167-189, September.
    19. Glewwe, Paul & Gragnolati, Michele & Zaman, Hassan, 2002. "Who Gained from Vietnam's Boom in the 1990s?," Economic Development and Cultural Change, University of Chicago Press, vol. 50(4), pages 773-792, July.
    20. Jurajda, Stepan, 2003. "Gender wage gap and segregation in enterprises and the public sector in late transition countries," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 199-222, June.
    21. Bennell, Paul, 1996. "Rates of return to education: Does the conventional pattern prevail in sub-Saharan Africa?," World Development, Elsevier, vol. 24(1), pages 183-199, January.
    22. Minot, Nicholas & Epprecht, Michael & Anh, Tran Thi Tram & Trung, Le Quang, 2006. "Income diversification and poverty in the Northern Uplands of Vietnam:," Research reports 145, International Food Policy Research Institute (IFPRI).
    23. 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.
    24. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    25. Whitney K. Newey, 2009. "Two-step series estimation of sample selection models," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages 217-229, January.
    26. Moshe Buchinsky, 2001. "Quantile regression with sample selection: Estimating women's return to education in the U.S," Empirical Economics, Springer, vol. 26(1), pages 87-113.
    27. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    28. Paul Glewwe & Nisha Agrawal & David Dollar, 2004. "Economic Growth, Poverty, and Household Welfare in Vietnam," World Bank Publications - Books, The World Bank Group, number 15010.
    29. Liu, Zhiqiang, 1998. "Earnings, Education, and Economic Reforms in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 46(4), pages 697-725, July.
    30. Wright, Robert E & Ermisch, John F, 1991. "Gender Discrimination in the British Labour Market: A Reassessment," Economic Journal, Royal Economic Society, vol. 101(406), pages 508-522, May.
    31. Jan Rutkowski, 1996. "High skills pay off: the changing wage structure during economic transition in Poland," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 4(1), pages 89-112, May.
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    More about this item

    Keywords

    Gender pay gap; Quantile regression; Vietnam;
    All these keywords.

    JEL classification:

    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • J7 - Labor and Demographic Economics - - Labor Discrimination
    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General

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