Maciej, Szelewicki and Tyrowicz, Joanna (2009): Labour Market Racial Discrimination in South Africa Revisited.
Preview |
PDF
MPRA_paper_16440.pdf Download (281kB) | Preview |
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 Soutn 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%, while the effects vary at quartiles of the wage distribution.
Item Type: | MPRA Paper |
---|---|
Original Title: | Labour Market Racial Discrimination in South Africa Revisited |
English Title: | Labour Market Racial Discrimination in South Africa Revisited |
Language: | English |
Keywords: | discrimination, Oaxaca-Blinder decomposition, propensity score matching, Republic of South Africa, racial wage gap |
Subjects: | J - Labor and Demographic Economics > J0 - General > J08 - Labor Economics Policies J - Labor and Demographic Economics > J7 - Labor Discrimination > J71 - Discrimination O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O12 - Microeconomic Analyses of Economic Development |
Item ID: | 16440 |
Depositing User: | Joanna Tyrowicz |
Date Deposited: | 27 Jul 2009 08:59 |
Last Modified: | 01 Oct 2019 06:23 |
References: | Allanson P., Atkins J, Hinks T., “No End to the Racial Wage Hierarchy in South Africa?”, Review of Development Economics, 2002 Becker G., “Economics of Discrimination” The University of Chicago Press, 1957 Bhorat H., Kanbur R. “Poverty and Policy in Post-apartheid South Africa” HSRC Press, 2006 Bhorat H., Leibbrandt M. , ”Modelling Vulnerability and Low Earnings in the South African Labour Market” Development Policy Research Unit, University of Cape Town 1999 Boddy-Evans A., “Apartheid Legislation in South Africa”, 2003 Bromberger N., “Government policies affecting the distribution of income, 1940-80” Public Policy Perspectives, 1982 Burger R., Jafta R., "Returns to Race: Labour Market Discrimination in Post-Apartheid South Africa” Stellenbosch University, Department of Economics 2006 Chamberlain D., Van der Berg, S., "Earnings functions, labour market discrimination and quality of education in South Africa" Stellenbosch University, Department of Economics, 2002. Dias R., Posel D., “Unemployment, Education and Skills Constraints in Post-Apartheid South Africa” University of KwaZulu-Natal, 2007 Fallon P., Lucas R., “South African Labor Markets, Adjustments and Inequalities” World Bank Southern Africa Department., 1998 Fuchs V., “Differences in Hourly Earnings between Men and Women”, Monthly Labor Review, 1971 Heckman J.J., “Sample Selection Bias as a Specification Error” Econometrica vol.47, 1979 Heckman J.J., Lochner L.J., Todd P.E. “Fifty Years of Mincer Earnings Regressions” NBER Working Paper No. W9732, 2003 Klasen, S and Woolard, I. “Surviving Unemployment without State Support: Unemployment and Household Formation in South Africa”, Journal of African Economies, Oxford University Press, vol. 18(1), pages 1-51 Mincer J., “Investment in Human Capital and Personal Income Distribution”,. Journal of Political Economy, 1958 Moll P.G., “Quality of Education and the Rise in Returns to Schooling in South Africa” Economics of Education Review vol. 11, 1992 Mortensen, D., “Wage Dispersion: Why Are Similar People Paid Differently” Cambridge, MIT Press, 2005 Mwabu G., Schultz P., “Wage Premia for Education and Location by Gender and Race in South Africa” Economic Growth Center, Yale University Working Paper 785, 1998 Neal D., “Supervision and Wages across Industries”, Review of Economics and Statistics, 1993 O'Loughlin M.B., "Gender, Tenure and Wages" Wyoming Labor Force Trends, August 1997 Oaxaca R., “Male-Female Wage Differences in Urban Labor Markets” International Economic Review, 1973 Rospabe S., “How did Labour Market Discrimination Evolve After the End of Apartheid?” South African Journal of Economics vol. 70, 2002 SA Government Gazette No. 29610 Sanborn H.,. "Pay differences between men and women" Industrial and Labor Relations Review, 1964 Simkins S., “On the durability of South African inequality” Input paper for Macarthur Network on Inequality and Poverty, Princeton University, 1998 South African Statistical Office, Mid-year population estimates, South Africa: 2007 Sunday K., Pfuntner J., “How widely do wages vary within jobs in the same establishment?” Monthly Labor Review , February 2008 Tilton D.,“Creating an “Educated Workforce”: Inkatha, Big Business, and Educational Reform in KwaZulu” Journal of Southern African Studies., 1992 Van Der Berg S., Louw M., "Changing Patterns Of South African Income Distribution: Towards Time Series Estimates Of Distribution And Poverty," Stellenbosch University, Department of Economics Working Pape, 2004 Van der Berg, S., Megan L., Ronelle B., "Post-Apartheid South Africa: Poverty and Distribution Trends in an Era of Globalization" World Institute for Development Economic Research Working Research Paper RP2007/57 , 2007. Williams N., “Reexamining the Wage, Tenure and Experience Relationship”, The Review of Economics and Statistics, Aug. 1991 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/16440 |