IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/118315.html
   My bibliography  Save this paper

Gender pay gap and Employment choice in Nigeria

Author

Listed:
  • Ekpeyong, Paul

Abstract

This study investigates the intricate interplay between gender pay gap and employment choices, specifically focusing on the distinctions between the private and public sectors. Employing a comprehensive dataset spanning various industries and professions, we employ an array of analytical methods to uncover the nuanced factors contributing to observed wage disparities between men and women, by employing Blinder decomposition analysis, this research reveals the presence of gender-based wage disparities in both private and public sectors. However, when accounting for selection bias inherent in employment choices, the dynamics of the gender wage gap shift, underlining the significance of considering the role of employment decisions. This study delves into the explained and unexplained components of the wage gap. Surprisingly, corrected results showcase women out earning their male counterparts in the private sector. This unexpected finding highlights the importance of analyzing employment choices for a comprehensive understanding of gender-based wage disparities. In addition to Blinder decomposition, we undertake an estimation of the conditional wage gap, shedding light on how the wage gap evolves over different percentiles of the wage distribution. This multifaceted approach provides deeper insights into the complexities of gender pay discrepancies. Moreover, the study employs multinomial Logit regression analysis to explore the influence of various factors on the employment choices between private and public sectors. By considering variables such as education, experience, and industry, we unveil the intricate determinants impacting individuals' decisions, contributing to the overall gender wage gap. The research's robustness is validated through the application of the Ramsey Reset test, confirming the integrity of the regression model. This study's contribution lies in its comprehensive analysis, combining Blinder decomposition, conditional wage gap estimation, and multinomial Logit regression to offer a holistic understanding of gender pay gap dynamics and employment choices. The findings have implications for policy formulation and future research aiming to create a more equitable labor market.

Suggested Citation

  • Ekpeyong, Paul, 2023. "Gender pay gap and Employment choice in Nigeria," MPRA Paper 118315, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:118315
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/118315/1/GENDER%20PAY%20GAP.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jaison R. Abel & Richard Deitz, 2012. "Do colleges and universities increase their region's human capital?," Journal of Economic Geography, Oxford University Press, vol. 12(3), pages 667-691, May.
    2. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
    3. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    4. Francine Blau & Peter Brummund & Albert Liu, 2013. "Trends in Occupational Segregation by Gender 1970–2009: Adjusting for the Impact of Changes in the Occupational Coding System," Demography, Springer;Population Association of America (PAA), vol. 50(2), pages 471-492, April.
    5. Barbara R. Bergmann, 1974. "Occupational Segregation, Wages and Profits When Employers Discriminate by Race or Sex," Eastern Economic Journal, Eastern Economic Association, vol. 1(2), pages 103-110, April.
    6. Bargain, Olivier B. & Melly, Blaise, 2008. "Public Sector Pay Gap in France: New Evidence Using Panel Data," IZA Discussion Papers 3427, Institute of Labor Economics (IZA).
    7. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, April.
    8. Francine D. Blau & Lawrence M. Kahn, 2003. "Understanding International Differences in the Gender Pay Gap," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 106-144, January.
    9. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    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. Hübler, Olaf, 2003. "Geschlechtsspezifische Lohnunterschiede (Gender-specific wage differentials)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(4), pages 539-559.
    2. Luca Flabbi, 2010. "Gender Discrimination Estimation In A Search Model With Matching And Bargaining," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 745-783, August.
    3. Boris Hirsch & Marion König & Joachim Möller, 2013. "Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(4), pages 412-439, September.
    4. Pfeifer, Christian & Sohr, Tatjana, 2008. "Analysing the Gender Wage Gap Using Personnel Records of a Large German Company," IZA Discussion Papers 3533, Institute of Labor Economics (IZA).
    5. Hübler, Olaf, 2003. "Geschlechtsspezifische Lohnunterschiede (Gender-specific wage differentials)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(4), pages 539-559.
    6. Mohanty, Smrutirekha, 2021. "A distributional analysis of the gender wage gap among technical degree and diploma holders in urban India," International Journal of Educational Development, Elsevier, vol. 80(C).
    7. Ilan Tojerow, 2008. "Industry Wage Differentials Rent Sharing and Gender in Belgium," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(3), pages 55-65.
    8. Rafael Lalive & Alois Stutzer, 2010. "Approval of equal rights and gender differences in well-being," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(3), pages 933-962, June.
    9. Anthony B. Atkinson & Alessandra Casarico & Sarah Voitchovsky, 2018. "Top incomes and the gender divide," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 225-256, June.
    10. Brock, J. Michelle, 2020. "Unfair inequality, governance and individual beliefs," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 658-687.
    11. Kawaguchi, Daiji, 2007. "A market test for sex discrimination: Evidence from Japanese firm-level panel data," International Journal of Industrial Organization, Elsevier, vol. 25(3), pages 441-460, June.
    12. Usui, Emiko & 臼井, 恵美子, 2012. "Gender Occupational Segregation in an Equilibrium Search Model," CIS Discussion paper series 560, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.
    13. Janssen, Simon & Tuor Sartore, Simone N. & Backes-Gellner, Uschi, 2014. "Social Attitudes on Gender Equality and Firms' Discriminatory Pay-Setting," IZA Discussion Papers 7959, Institute of Labor Economics (IZA).
    14. Tate, Geoffrey & Yang, Liu, 2015. "Female leadership and gender equity: Evidence from plant closure," Journal of Financial Economics, Elsevier, vol. 117(1), pages 77-97.
    15. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    16. Bianca Buligescu & Lex Borghans & Didier Fouarge, 2020. "The impact of occupational segregation on occupational gender pay gap in the European union," Journal of Community Positive Practices, Catalactica NGO, issue 4, pages 86-111.
    17. Anne Busch & Elke Holst, 2009. "Glass Ceiling Effect and Earnings: The Gender Pay Gap in Managerial Positions in Germany," Discussion Papers of DIW Berlin 905, DIW Berlin, German Institute for Economic Research.
    18. Akyol, Metin & Neugart, Michael & Pichler, Stefan, 2015. "A tradable employment quota," Labour Economics, Elsevier, vol. 36(C), pages 48-63.
    19. Vo, Thang T. & Ha, Truong Thiet, 2021. "Decomposition of gender bias in enterprise employment: Insights from Vietnam," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 182-194.
    20. Elke Holst & Anne Busch, 2009. "Der "Gender Pay Gap" in Führungspositionen der Privatwirtschaft in Deutschland," SOEPpapers on Multidisciplinary Panel Data Research 169, DIW Berlin, The German Socio-Economic Panel (SOEP).

    More about this item

    Keywords

    public; private; multinomial; logit; blinder decomposition; private; public;
    All these keywords.

    JEL classification:

    • J0 - Labor and Demographic Economics - - General
    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • J7 - Labor and Demographic Economics - - Labor Discrimination
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

    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:pra:mprapa:118315. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.