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Inequality Of Opportunity In Brazil

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Author Info
François Bourguignon
Francisco H. G. Ferreira
Marta Menéndez

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Abstract

This paper proposes a measure of the contribution of unequal opportunities to earnings inequality. Drawing on the distinction between "circumstance" and "effort" variables in John Roemer's work on equality of opportunity, we associate inequality of opportunities with five observed circumstances which lie beyond the control of the individual-father's and mother's education; father's occupation; race; and region of birth. The paper provides a range of estimates of the importance of these opportunity-forming circumstances in accounting for earnings inequality in one of the world's most unequal countries. We also decompose the effect of opportunities into a direct effect on earnings and an indirect component, which works through the "effort" variables. The decomposition is applied to the distribution of male earnings in urban Brazil, in 1996. The five observed circumstances are found to account for between 10 and 37 percent of the Theil index, depending on cohort and allowing for the possibility of biased coefficient estimates due to unobserved correlates. On average, 60 percent of this impact operates through the direct effect on earnings. Parental education is the most important circumstance affecting earnings, but the occupation of the father and race also play a role. Copyright © 2007 The Authors; Journal compilation © International Association for Research in Income and Wealth 2007.

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File URL: http://www.blackwell-synergy.com/links/doi/10.1111/j.1475-4991.2007.00247.x/enhancedabs
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Publisher Info
Article provided by Blackwell Publishing in its journal Review of Income and Wealth.

Volume (Year): 53 (2007)
Issue (Month): 4 (December)
Pages: 585-618
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Handle: RePEc:bla:revinw:v:53:y:2007:i:4:p:585-618

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Ferreira, Francisco H. G. & Lanjouw, Peter & Neri, Marcelo Cortes, 2002. "A Robust Poverty Profile for Brazil Using Multiple Data Sources," Economics Working Papers (Ensaios Economicos da EPGE) 444, Graduate School of Economics, Getulio Vargas Foundation (Brazil). [Downloadable!]
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  2. Griliches, Zvi & Mason, William M, 1972. "Education, Income, and Ability," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages S74-S103, Part II, . [Downloadable!] (restricted)
  3. Piketty, Thomas, 1995. "Social Mobility and Redistributive Politics," The Quarterly Journal of Economics, MIT Press, vol. 110(3), pages 551-84, August. [Downloadable!] (restricted)
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  4. Deaton, Angus & Paxson, Christina, 1994. "Intertemporal Choice and Inequality," Journal of Political Economy, University of Chicago Press, vol. 102(3), pages 437-67, June. [Downloadable!] (restricted)
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  5. Samuel Bowles & Herbert Gintis, 2002. "The Inheritance of Inequality," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 3-30, Summer. [Downloadable!] (restricted)
  6. Vito Peragine, 2004. "Ranking Income Distributions According to Equality of Opportunity," Journal of Economic Inequality, Springer, vol. 2(1), pages 11-30, April. [Downloadable!] (restricted)
  7. Ferreira, Francisco H. G. & Paes de Barrios, Ricardo, 1999. "The slippery slope : explaining the increase in extreme poverty in urban Brazil, 1976-96," Policy Research Working Paper Series 2210, The World Bank. [Downloadable!]
  8. Casey B. Mulligan, 1999. "Galton versus the Human Capital Approach to Inheritance," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages S184-S224, December. [Downloadable!] (restricted)
  9. Lam, David & Schoeni, Robert F, 1993. "Effects of Family Background on Earnings and Returns to Schooling: Evidence from Brazil," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 710-40, August. [Downloadable!] (restricted)
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  10. Solon, Gary, 1992. "Intergenerational Income Mobility in the United States," American Economic Review, American Economic Association, vol. 82(3), pages 393-408, June. [Downloadable!] (restricted)
  11. Charles F. Manski & John V. Pepper, 2000. "Monotone Instrumental Variables, with an Application to the Returns to Schooling," Econometrica, Econometric Society, vol. 68(4), pages 997-1012, July.
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  12. Julian R. Betts & John E. Roemer, . "Equalizing educational opportunity through educational finance reform," Department of Economics 99-8, California Davis - Department of Economics. [Downloadable!]
  13. Solon, Gary, 1999. "Intergenerational mobility in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 29, pages 1761-1800 Elsevier. [Downloadable!] (restricted)
  14. Hanushek, Eric A, 1986. "The Economics of Schooling: Production and Efficiency in Public Schools," Journal of Economic Literature, American Economic Association, vol. 24(3), pages 1141-77, September. [Downloadable!] (restricted)
  15. Bowles, Samuel, 1972. "Schooling and Inequality from Generation to Generation," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages S219-S51, Part II, . [Downloadable!] (restricted)
  16. Behrman, Jere R & Birdsall, Nancy, 1983. "The Quality of Schooling: Quantity Alone is Misleading," American Economic Review, American Economic Association, vol. 73(5), pages 928-46, December. [Downloadable!] (restricted)
  17. Jere R. Behrman & Mark R. Rosenzweig, 2002. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation?," American Economic Review, American Economic Association, vol. 92(1), pages 323-334, March. [Downloadable!]
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(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Javier Núñez & Andrea Tartakowsky, 2007. "Inequality of outcomes vs. inequality of opportunities in a developing country. An exploratory analysis for Chile," Estudios de Economia, University of Chile, Department of Economics, vol. 34(2 Year 20), pages 185-202, December. [Downloadable!]
  2. Pedro Rosa Dias, 2009. "Inequality of opportunity in health: evidence from a UK cohort study," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1057-1074. [Downloadable!]
  3. Ferreira , Francisco H. G. & Gignoux, Jeremie, 2008. "The measurement of inequality of opportunity : theory and an application to Latin America," Policy Research Working Paper Series 4659, The World Bank. [Downloadable!]
  4. Trannoy, A & Tubeuf, S & Jusot, F & Devaux, M, 2008. "Inequality in Opportunities in Health in France: A first pass," Health, Econometrics and Data Group (HEDG) Working Papers 08/24, HEDG, c/o Department of Economics, University of York. [Downloadable!]
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