IDEAS home Printed from https://ideas.repec.org/p/ehl/lserod/6809.html
   My bibliography  Save this paper

Selectivity and the gender wage gap decomposition in the presence of a joint decision process

Author

Listed:
  • Schafgans, Marcia M. A.
  • Stelcnery, Morton

Abstract

In this paper we revisit the gender decomposition of wages in the presence of selection bias. We show that when labor market participation decisions of couples are not independent, the sample selection corrections used in the literature have been incomplete (incorrect). We derive the appropriate sample selection corrections, based on a reduced form model for the joint participation decisions of both spouses. The influence that husbands’ participation decision has on the female participation decision also highlights the importance of using data on both spouses for the analysis of the gender wage gap. Taking account of these issues might influence the outcome of the decomposition analysis and affect the evidence of discrimination. We analyze its potential impact by analyzing the gender earnings differential using Canadian census data.

Suggested Citation

  • Schafgans, Marcia M. A. & Stelcnery, Morton, 2006. "Selectivity and the gender wage gap decomposition in the presence of a joint decision process," LSE Research Online Documents on Economics 6809, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:6809
    as

    Download full text from publisher

    File URL: http://eprints.lse.ac.uk/6809/
    File Function: Open access version.
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    2. Louis N. Christofides & Robert Swidinsky, 1994. "Wage Determination by Gender and Visible Minority Status: Evidence from the 1989 LMAS," Canadian Public Policy, University of Toronto Press, vol. 20(1), pages 34-51, March.
    3. Kostas G. Mavromaras & Helmut Rudolph, 1997. "Wage Discrimination in the Reemployment Process," Journal of Human Resources, University of Wisconsin Press, vol. 32(4), pages 812-860.
    4. Shoshana Neuman & Ronald Oaxaca, 2004. "Wage Decompositions with Selectivity-Corrected Wage Equations: A Methodological Note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 2(1), pages 3-10, April.
    5. Morton Stelcner & Daniel M. Shapiro, 1997. "Language and Earnings in Quebec: Trends over Twenty Years, 1970-1990," Canadian Public Policy, University of Toronto Press, vol. 23(2), pages 115-140, June.
    6. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Biltagy, Marwa, 2019. "Gender wage disparities in Egypt: Evidence from ELMPS 2006 and 2012," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 14-23.
    2. Ikechukwu Darlington Nwaka & Fatma Guven-Lisaniler & Gulcay Tuna, 2016. "Gender wage differences in Nigerian self and paid employment: Do marriage and children matter?," The Economic and Labour Relations Review, , vol. 27(4), pages 490-510, December.

    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. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    2. Stéphane Moulin, 2004. "Discriminatory Barriers and the Gender Wage Gap in France," LABOUR, CEIS, vol. 18(3), pages 443-463, September.
    3. Aurora Galego & João Pereira, 2010. "Evidence On Gender Wage Discrimination In Portugal: Parametric And Semi‐Parametric Approaches," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(4), pages 651-666, December.
    4. Weni Lidya, Sukma & Kadir, Kadir, 2019. "Decomposition of the Gender Wage Gap in Indonesia: Analysis from Sakernas Data," MPRA Paper 94930, University Library of Munich, Germany.
    5. Neuman, Shoshana & Oaxaca, Ronald L, 2004. "Wage Differentials in the 1990s in Israel: Endowments, Discrimination and Selectivity," CEPR Discussion Papers 4709, C.E.P.R. Discussion Papers.
    6. Leonora Risse, 2020. "Leaning in: Is higher confidence the key to women's career advancement?," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 23(1), pages 43-77.
    7. Miyoshi, Koyo, 2008. "Male-female wage differentials in Japan," Japan and the World Economy, Elsevier, vol. 20(4), pages 479-496, December.
    8. Zorlu, Aslan, 2011. "Ethnic Disparities in the Graduate Labour Market," IZA Discussion Papers 6159, Institute of Labor Economics (IZA).
    9. Emilia Ene Jones & Florent Sari, 2016. "L’adresse contribue-t-elle à expliquer les écarts de salaires ?. Le cas de jeunes sortant du système scolaire," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(1), pages 203-244.
    10. Richard Mussa, 2013. "Rural--urban differences in parental spending on children's primary education in Malawi," Development Southern Africa, Taylor & Francis Journals, vol. 30(6), pages 789-811, December.
    11. Thierry Laurent & Ferhat Mihoubi, 2012. "Sexual Orientation and Wage Discrimination in France: The Hidden Side of the Rainbow," Journal of Labor Research, Springer, vol. 33(4), pages 487-527, December.
    12. 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).
    13. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    14. Nan L. Maxwell & Nathan Wozny, "undated". "Gender Gaps in Time Use and Earnings: What's Norms Got to Do With It?," Mathematica Policy Research Reports 38f127bf7f494794807db7a3a, Mathematica Policy Research.
    15. Romain Aeberhardt & Julien Pouget, 2007. "National Origin Wage Differentials in France. Evidence from Matched Employer-Employee Data"," Working Papers 2007-15, Center for Research in Economics and Statistics.
    16. Dougherty, Christopher, 2003. "Why is the rate of return to schooling higher for women than for men?," LSE Research Online Documents on Economics 20034, London School of Economics and Political Science, LSE Library.
    17. Hanewald, Katja & Jia, Ruo & Liu, Zining, 2021. "Why is inequality higher among the old? Evidence from China," China Economic Review, Elsevier, vol. 66(C).
    18. Romain Aeberhardt & Denis Fougère & Julien Pouget & Roland Rathelot, 2010. "Wages and employment of French workers with African origin," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(3), pages 881-905, June.
    19. Jean-Louis Arcand & Béatrice D'hombres, 2004. "Racial discrimination in the Brazilian labour market: wage, employment and segregation effects," Journal of International Development, John Wiley & Sons, Ltd., vol. 16(8), pages 1053-1066.
    20. Swarnankur Chatterjee & Velma Zahirovic-Herbert, 2011. "Homeownership and Housing Equity: An Examination of Native- Immigrant Differences in Housing Wealth," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 17(2), pages 211-223, May.

    More about this item

    Keywords

    sample selection model; gender wage differences; Oaxaca wage decomposition; ‘discrimination’;
    All these keywords.

    JEL classification:

    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models

    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:ehl:lserod:6809. 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: LSERO Manager (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.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.