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Racial Discrimination in the Brazilian Labour Market: Wage, Employment and Segregation Effects

Author

Listed:
  • Arcand Jean-Louis

    (CERDI-CNRS, University of Auvergne & European Development Network)

  • Béatrice d'Hombres

    (CERDI-CNRS, University of Auvergne)

Abstract

The social science literature has done much to document pervasive racial discrimination in Brazil and there is little doubt that a very dark color is a handicap to social advancement. Nevertheless, very few empirical economic studies have attempted to quantify the impact of ethnic discrimination in Brazil. Using data culled from the Pesquisa National por Amostra de Domicílios (PNAD), this paper fills this void by analysing ethnic wage and employment gaps, as well as sectoral segregation in Brazil, using the Oaxaca decomposition methodology. In addition, we use a quantile regression approach to see whether the inter-ethnic wage gap is heterogeneous over the conditional wage distribution

Suggested Citation

  • Arcand Jean-Louis & Béatrice d'Hombres, 2005. "Racial Discrimination in the Brazilian Labour Market: Wage, Employment and Segregation Effects," Labor and Demography 0510015, University Library of Munich, Germany.
  • Handle: RePEc:wpa:wuwpla:0510015
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    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. Fran??ois Bourguignon & Francisco H.G. Ferreira & Marta Men??ndez, 2003. "Inequality of Outcomes and Inequality of Opportunities in Brazil," William Davidson Institute Working Papers Series 2003-630, William Davidson Institute at the University of Michigan.
    3. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, January.
    4. Appleton, Simon & Hoddinott, John & Krishnan, Pramila, 1999. "The Gender Wage Gap in Three African Countries," Economic Development and Cultural Change, University of Chicago Press, vol. 47(2), pages 289-312, January.
    5. Neuman, Shoshana & Silber, Jacques G, 1996. "Wage Discrimination across Ethnic Groups: Evidence from Israel," Economic Inquiry, Western Economic Association International, vol. 34(4), pages 648-661, October.
    6. Jacques Silber, 1992. "Occupational Segregation Indices in the Multidimensional Case: A Note," The Economic Record, The Economic Society of Australia, vol. 68(3), pages 276-277, September.
    7. Miller, Paul W, 1987. "The Wage Effect of the Occupational Segregation of Women in Britain," Economic Journal, Royal Economic Society, vol. 97(388), pages 885-896, December.
    8. Schafgans, Marcia M. A., 2000. "Gender wage differences in Malaysia: parametric and semiparametric estimation," Journal of Development Economics, Elsevier, vol. 63(2), pages 351-378, December.
    9. Peggy A. Lovell, 1993. "The Geography of Economic Development and Racial Discrimination in Brazil," Development and Change, International Institute of Social Studies, vol. 24(1), pages 83-102, January.
    10. Fran??ois Bourguignon & Francisco H. G. Ferreira & Phillippe G. Leite, 2002. "Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries," William Davidson Institute Working Papers Series 478, William Davidson Institute at the University of Michigan.
    11. Mwabu, Germano & Schultz, T Paul, 1996. "Education Returns across Quantiles of the Wage Function: Alternative Explanations for Returns to Education by Race in South Africa," American Economic Review, American Economic Association, vol. 86(2), pages 335-339, May.
    12. Omar Arias & Gustavo Yamada & Luis Tejerina, 2004. "Education, family background and racial earnings inequality in Brazil," International Journal of Manpower, Emerald Group Publishing Limited, vol. 25(3/4), pages 355-374, April.
    13. Jenkins, Stephen P., 1994. "Earnings discrimination measurement : A distributional approach," Journal of Econometrics, Elsevier, vol. 61(1), pages 81-102, March.
    14. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    15. Neuman, Shoshana & Oaxaca, Ronald L, 1998. "Estimating Labour Market Discrimination with Selectivity Corrected Wage Equations: Methodological Considerations and an Illustration from Israel," CEPR Discussion Papers 1915, C.E.P.R. Discussion Papers.
    16. Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
    17. Dorothe Bonjour & Michael Gerfin, 2001. "The unequal distribution of unequal pay - An empirical analysis of the gender wage gap in Switzerland," Empirical Economics, Springer, vol. 26(2), pages 407-427.
    18. 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.
    19. 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.
    20. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    21. Randall S. Brown & Marilyn Moon & Barbara S. Zoloth, 1980. "Incorporating Occupational Attainment in Studies of Male-Female Earnings Differentials," Journal of Human Resources, University of Wisconsin Press, vol. 15(1), pages 3-28.
    22. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
    23. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    24. repec:bla:ecorec:v:68:y:1992:i:202:p:276-77 is not listed on IDEAS
    25. Meng, Xin & Miller, Paul, 1995. "Occupational Segregation and Its Impact on Gender Wage Discrimination in China's Rural Industrial Sector," Oxford Economic Papers, Oxford University Press, vol. 47(1), pages 136-155, January.
    26. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    27. Angel López-Nicolás & Jaume García & Pedro J. Hernández, 2001. "How wide is the gap? An investigation of gender wage differences using quantile regression," Empirical Economics, Springer, vol. 26(1), pages 149-167.
    28. Karlsen, S. & Nazroo, J.Y., 2002. "Relation between racial discrimination, social class, and health among ethnic minority groups," American Journal of Public Health, American Public Health Association, vol. 92(4), pages 624-631.
    29. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    30. Omar Arias & Gustavo Yamada & Luis Tejerina, 2004. "Education, Family Backgrounds and Racial Earnings Inequality in Brazil," Working Papers 04-04, Centro de Investigación, Universidad del Pacífico, revised 2004.
    31. Polachek, Solomon W. & Kim, Moon-Kak, 1994. "Panel estimates of the gender earnings gap : Individual-specific intercept and individual-specific slope models," Journal of Econometrics, Elsevier, vol. 61(1), pages 23-42, March.
    32. 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.
    33. Juan J. Dolado & Vanesa Llorens, 2004. "Gender Wage Gaps By Education In Spain: Glass Floors Vs. Glass Ceilings," Working Papers wp2004_03, CEMFI.
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    Cited by:

    1. Salardi, Paola & Ñopo, Hugo R., 2009. "Gender and Racial Wage Gaps in Brazil 1996-2006: Evidence Using a Matching Comparisons Approach," IDB Publications (Working Papers) 1649, Inter-American Development Bank.
    2. Carlos Gradin, 2009. "Why is Poverty So High Among Afro-Brazilians? A Decomposition Analysis of the Racial Poverty Gap," Journal of Development Studies, Taylor & Francis Journals, vol. 45(9), pages 1426-1452.
    3. de Almeida Lopes Fernandes, Gustavo Andrey, 2017. "Is the Brazilian Tale of Peaceful Racial Coexistence True? Some Evidence from School Segregation and the Huge Racial Gap in the Largest Brazilian City," World Development, Elsevier, vol. 98(C), pages 179-194.
    4. Polyakova, Evgeniya & Smirnykh, Larisa, 2016. "The earning differential between natives and individuals with immigrant background in Russia: The role of ethnicity," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 43, pages 52-72.
    5. Atal, Juan Pablo & Ñopo, Hugo R. & Winder, Natalia, 2009. "New Century, Old Disparities: Gender and Ethnic Wage Gaps in Latin America," IDB Publications (Working Papers) 1131, Inter-American Development Bank.
    6. Mauricio Reis, 2017. "Fields of Study and the Earnings Gap by Race in Brazil," Review of Development Economics, Wiley Blackwell, vol. 21(3), pages 756-785, August.
    7. Paola Salardi, 2016. "The Evolution of Gender and Racial Occupational Segregation Across Formal and Non‐Formal Labor Markets in Brazil, 1987 to 2006," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(S1), pages 68-89, August.
    8. Evgeniya Polyakova & Larisa Smirnykh, 2015. "The Impact of Sectoral Segregation on the Earning Differential between Natives and Immigrants in Russia," HSE Working papers WP BRP 110/EC/2015, National Research University Higher School of Economics.
    9. Pham, T. Hung & Reilly, Barry, 2007. "Ethnic Wage Inequality in Vietnam: Empirical Evidence from 2002," MPRA Paper 6477, University Library of Munich, Germany.
    10. Ronconi, Lucas & Urquiola, Miguel, 2008. "Comments," LSE Research Online Documents on Economics 123119, London School of Economics and Political Science, LSE Library.
    11. Abdulla, Kanat, 2019. "Productivity gains from reallocation of talent in Brazil and India," Journal of Macroeconomics, Elsevier, vol. 62(C).

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    More about this item

    Keywords

    Discrimination; Earnings; Unemployment; Segregation;
    All these keywords.

    JEL classification:

    • J - Labor and Demographic Economics

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