IDEAS home Printed from https://ideas.repec.org/p/war/wpaper/2009-08.html
   My bibliography  Save this paper

Labour Market Racial Discrimination in South Africa Revisited

Author

Listed:
  • Maciej Szelewicki
  • Joanna Tyrowicz

    (Faculty of Economic Sciences, University of Warsaw)

Abstract

Discrimination is a significant issue in labour market economics across developed as well as developing countries. In this paper, we inquire the actual size of wage discrimination in the Republic of South Africa, accounting for large differences in individual endowments. We apply the Oaxaca-Blinder decomposition as well as propensity score matching to adequately determine the role of discrimination in the wage gaps observed. Although the size of the absolute racial wage gap is enormous, amounting for more than 500%, the actual estimated effect non-attributable to other factors ranges between 45%-55%. This estimator, however, assumes homogenous discrimination across the wage distribution, while data suggest that there are significant educational, sectoral and occupational differentials. To account for these effects, we implement propensity score matching by finding “statistical twins” of the White population among the Black population, thus we demonstrate how wages differ between these groups in comparable labour market situations. Here too we find that wages for the White are on average approximately 30% higher, while the effects vary at quartiles of the wage distribution.

Suggested Citation

  • Maciej Szelewicki & Joanna Tyrowicz, 2009. "Labour Market Racial Discrimination in South Africa Revisited," Working Papers 2009-08, Faculty of Economic Sciences, University of Warsaw.
    • Handle: RePEc:war:wpaper:2009-08
    as

    Download full text from publisher

    File URL: http://www.wne.uw.edu.pl/inf/wyd/WP/WNE_WP18.pdf
    File Function: First version, 2009
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Paul Allanson & Jonathan P. Atkins & Timothy Hinks, 2002. "No End to the Racial Wage Hierarchy in South Africa?," Review of Development Economics, Wiley Blackwell, vol. 6(3), pages 442-459, October.
    2. Moll, Peter G., 1992. "Quality of education and the rise in returns to schooling in South Africa, 1975-1985," Economics of Education Review, Elsevier, vol. 11(1), pages 1-10, March.
    3. Murray Leibbrandt & Haroon Bhorat, 1999. "Modelling Vulnerability and Low Earnings in the South African Labour Market," Working Papers 99032, University of Cape Town, Development Policy Research Unit.
    4. Dale T. Mortensen, 2005. "Wage Dispersion: Why Are Similar Workers Paid Differently?," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633191, December.
    5. Rosa Dias & Dorrit Posel, 2007. "Unemployment, Education and Skills Constraints in Post-Apartheid South Africa," Working Papers 07120, University of Cape Town, Development Policy Research Unit.
    6. Servaas van der Berg & Ronelle Burger & Megan Louw, 2007. "Post-Apartheid South Africa: Poverty and Distribution Trends in an Era of Globalization," WIDER Working Paper Series RP2007-57, World Institute for Development Economic Research (UNU-WIDER).
    7. Doubell Chamberlain & Servaas van der Berg, 2002. "Earnings functions, labour market discrimination and quality of education in South Africa," Working Papers 02/2002, Stellenbosch University, Department of Economics.
    8. Rulof Burger & Rachel Jafta, 2006. "Returns to Race: Labour Market Discrimination in Post-Apartheid South Africa," Working Papers 04/2006, Stellenbosch University, Department of Economics.
    9. Williams, Nicolas, 1991. "Reexamining the Wage, Tenure and Experience Relationship," The Review of Economics and Statistics, MIT Press, vol. 73(3), pages 512-517, August.
    10. Servaas Van Der Berg & Megan Louw, 2004. "Changing Patterns Of South African Income Distribution: Towards Time Series Estimates Of Distribution And Poverty1," South African Journal of Economics, Economic Society of South Africa, vol. 72(3), pages 546-572, September.
    11. Allanson, Paul & Atkins, Jonathan P & Hinks, Timothy, 2002. "No End to the Racial Wage Hierarchy in South Africa?," Review of Development Economics, Wiley Blackwell, vol. 6(3), pages 442-459, October.
    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. Rulof Burger & Rachel Jafta & Dieter von Fintel, 2016. "Affirmative action policies and the evolution of post-apartheid South Africa's racial wage gap," WIDER Working Paper Series wp-2016-66, World Institute for Development Economic Research (UNU-WIDER).
    2. Sue Ledwith & Janet Munakamwe, 2015. "Gender, union leadership and collective bargaining: Brazil and South Africa," The Economic and Labour Relations Review, , vol. 26(3), pages 411-429, September.
    3. Rulof Burger & Rachel Jafta & Dieter von Fintel, 2016. "Affirmative action policies and the evolution of post-apartheid South Africa's racial wage gap," WIDER Working Paper Series 066, World Institute for Development Economic Research (UNU-WIDER).

    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. Salisbury, Taylor, 2016. "Education and inequality in South Africa: Returns to schooling in the post-apartheid era," International Journal of Educational Development, Elsevier, vol. 46(C), pages 43-52.
    2. Haroon Bhorat & Sumayya Goga, 2012. "The Gender Wage Gap in the Post-apartheid South African Labour Market," Working Papers 12148, University of Cape Town, Development Policy Research Unit.
    3. Nicola Branson & Julia Garlick & David Lam & Murray Leibbrandt, 2012. "Education and Inequality: The South African Case," SALDRU Working Papers 75, Southern Africa Labour and Development Research Unit, University of Cape Town.
    4. Carlos Gradín, 2019. "Occupational segregation by race in South Africa after apartheid," Review of Development Economics, Wiley Blackwell, vol. 23(2), pages 553-576, May.
    5. Rulof Burger & Rachel Jafta & Dieter von Fintel, 2016. "Affirmative action policies and the evolution of post-apartheid South Africa's racial wage gap," WIDER Working Paper Series 066, World Institute for Development Economic Research (UNU-WIDER).
    6. William Darity, 2004. "The wellspring of racial inequality," The Review of Black Political Economy, Springer;National Economic Association, vol. 32(2), pages 61-68, December.
    7. Dieter Von Fintel, 2007. "Dealing With Earnings Bracket Responses In Household Surveys – How Sharp Are Midpoint Imputations?," South African Journal of Economics, Economic Society of South Africa, vol. 75(2), pages 293-312, June.
    8. repec:ilo:ilowps:485483 is not listed on IDEAS
    9. Dieter von Fintel, 2006. "Earnings bracket obstacles in household surveys – How sharp are the tools in the shed?," Working Papers 08/2006, Stellenbosch University, Department of Economics.
    10. Haroon Bhorat & Morné Oosthuizen & Kezia Lilenstein & François Steenkamp, 2017. "Firm-level determinants of earnings in the formal sector of the South African labour market," WIDER Working Paper Series wp-2017-25, World Institute for Development Economic Research (UNU-WIDER).
    11. Timothy Hinks, 2012. "Fractionalization and well-being: Evidence from a new South African data set," New Zealand Economic Papers, Taylor & Francis Journals, vol. 46(3), pages 253-271, December.
    12. Paul Allanson & Jonathan Atkins, 2005. "The Evolution of the Racial Wage Hierarchy in Post-Apartheid South Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 41(6), pages 1023-1050.
    13. Timothy Hinks & Carola Gruen, 2007. "What is the Structure of South African Happiness Equations? Evidence from Quality of Life Surveys," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 82(2), pages 311-336, June.
    14. Rulof Burger & Rachel Jafta & Dieter von Fintel, 2016. "Affirmative action policies and the evolution of post-apartheid South Africa's racial wage gap," WIDER Working Paper Series wp-2016-66, World Institute for Development Economic Research (UNU-WIDER).
    15. Carlos Gradín, 2019. "Occupational segregation by race in South Africa after apartheid," Review of Development Economics, Wiley Blackwell, vol. 23(2), pages 553-576, May.
    16. William Darity, 2004. "The wellspring of racial inequality," The Review of Black Political Economy, Springer;National Economic Association, vol. 32(2), pages 61-68, December.
    17. Leubolt, Bernhard., 2014. "Social policies and redistribution in South Africa," ILO Working Papers 994854833402676, International Labour Organization.
    18. Paul Allanson & Jonathan Atkins, 2003. "Accounting for the Persistence of Racial Wage Differences in Post- Apartheid South Africa," Dundee Discussion Papers in Economics 157, Economic Studies, University of Dundee.
    19. Leping, Kristian-Olari & Toomet, Ott, 2008. "Emerging ethnic wage gap: Estonia during political and economic transition," Journal of Comparative Economics, Elsevier, vol. 36(4), pages 599-619, December.
    20. Nicola Branson, 2006. "The South African Labour Market 1995-2004: A Cohort Analysis," SALDRU Working Papers 7, Southern Africa Labour and Development Research Unit, University of Cape Town.
    21. Andre Hofmeyr & Justine Burns, 2012. "Two Sides of the Same Coin: Re-examining Nepotism and Discrimination in a Segmented Society," Review of Social Economy, Taylor & Francis Journals, vol. 70(3), pages 344-374, August.

    More about this item

    Keywords

    discrimination; Oaxaca-Blinder decomposition; propensity score matching; Republic of South Africa; racial wage gap;
    All these keywords.

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies

    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:war:wpaper:2009-08. 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: Marcin Bąba (email available below). General contact details of provider: https://edirc.repec.org/data/fesuwpl.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.