IDEAS home Printed from https://ideas.repec.org/p/ags/saea17/252727.html
   My bibliography  Save this paper

Gender Wage Gap and Discrimination in Developing Countries

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/252727/files/SAEA_2017_Mo.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.252727?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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, Hossain & Tisdell, Clement A., 2003. "Closing the Gender Gap in Bangladesh: Inequality in Education, Employment and Earnings," Social Economics, Policy and Development Working Papers 106948, University of Queensland, School of Economics.
    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. 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.
    8. 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.
    9. Ahmed, Salma & McGillivray, Mark, 2015. "Human Capital, Discrimination, and the Gender Wage Gap in Bangladesh," World Development, Elsevier, vol. 67(C), pages 506-524.
    10. Seguino, Stephanie, 2000. "Gender Inequality and Economic Growth: A Cross-Country Analysis," World Development, Elsevier, vol. 28(7), pages 1211-1230, July.
    11. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rahman, Mustafizur & Al-Hasan, Md., 2018. "Male-Female wage gap and informal employment in Bangladesh: A quantile regression approach," MPRA Paper 90131, University Library of Munich, Germany.
    2. Töpfer, Marina, 2017. "Detailed RIF decomposition with selection: The gender pay gap in Italy," Hohenheim Discussion Papers in Business, Economics and Social Sciences 26-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    3. 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.
    4. Paez, Gustavo Nicolas & Tin, Myat Su, 2021. "Gender-based differences in Myanmar’s labor force," World Development Perspectives, Elsevier, vol. 21(C).
    5. Arceo-Gómez, Eva O. & Campos-Vázquez, Raymundo M., 2014. "Evolución de la brecha salarial de género en México," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(323), pages .619-653, julio-sep.
    6. Danquah, Michael & Iddrisu, Abdul Malik & Boakye, Ernest Owusu & Owusu, Solomon, 2021. "Do gender wage differences within households influence women's empowerment and welfare? Evidence from Ghana," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 916-932.
    7. Töpfer, Marina, 2017. "Detailed RIF Decomposition with Selection - The Gender Pay Gap in Italy," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168422, Verein für Socialpolitik / German Economic Association.
    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. Hazarika, Bhabesh, 2017. "Decomposition of Gender Income Gap in Rural Informal Micro-enterprises: An Unconditional Quantile Approach in the Handloom Industry," Working Papers 17/216, National Institute of Public Finance and Policy.
    10. Yamamoto, Yuki & Matsumoto, Ken’ichi & Kawata, Keisuke & Kaneko, Shinji, 2019. "Gender-based differences in employment opportunities and wage distribution in Nepal," Journal of Asian Economics, Elsevier, vol. 64(C), pages 1-1.
    11. Bhabesh Hazarika, 2020. "Gender income gap in rural informal micro-enterprises: an unconditional quantile decomposition approach in the handloom industry," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(3), pages 441-473, September.
    12. Mustafizur Rahman & Md. Al-Hasan, 2019. "Male–Female Wage Gap and Informal Employment in Bangladesh: A Quantile Regression Approach," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 20(1), pages 106-123, March.
    13. Avinno Faruk, 2021. "Analysing the glass ceiling and sticky floor effects in Bangladesh: evidence, extent and elements," SN Business & Economics, Springer, vol. 1(9), pages 1-23, September.
    14. Ahmed, Salma & Feeny, Simon & Posso, Alberto, 2015. "What firm characteristics determine women’s employment in manufacturing? Evidence from Bangladesh," MPRA Paper 84492, University Library of Munich, Germany.
    15. Koumenta, Maria & Pagliero, Mario & Rostam-Afschar, Davud, 2020. "Occupational licensing and the gender wage gap," Hohenheim Discussion Papers in Business, Economics and Social Sciences 13-2020, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    16. Hansen, Henrik & Rand, John & Win, Ngu Wah, 2022. "The gender wage gap in Myanmar: Adding insult to injury?," Journal of Asian Economics, Elsevier, vol. 81(C).
    17. Galvis-Aponte, Luis Armando, 2011. "Diferenciales salariales por género y región en Colombia : una aproximación con regresión por cuantiles," Chapters, in: Bonilla-Mejía, Leonardo (ed.), Dimensión regional de las desigualdades en Colombia, chapter 6, pages 209-252, Banco de la Republica de Colombia.
    18. Bedaso, Fenet Jima, 2024. "Occupational Segregation and the Gender Wage Gap: Evidence from Ethiopia," GLO Discussion Paper Series 1393, Global Labor Organization (GLO).
    19. Rycx, François & Santosuosso, Giulia & Vermeylen, Guillaume, 2022. "The Over-education Wage Penalty Among PhD Holders: A European Perspective," GLO Discussion Paper Series 1126, Global Labor Organization (GLO).
    20. Günalp, Burak & Cilasun, Seyit Mümin & Acar, Elif Öznur, 2013. "Male-Female Labor Market Participation and the Extent of Gender-Based Wage Discrimination in Turkey," MPRA Paper 51503, University Library of Munich, Germany.

    More about this item

    Keywords

    Labor and Human Capital;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:saea17:252727. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/saeaaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.