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Income polarization in Brazil, 2001-2011: A distributional analysis using PNAD data

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  • Fabio Clementi

    ()
    (University of Macerata)

  • Francesco Schettino

    ()
    (Second University of Naples)

Abstract

This paper applies a non-parametric tool, the "relative distribution", to identify patterns of changes in Brazil's household income distribution over the period 2001-2011. Despite the sharp decline in income inequality recently experienced by the country, we are able to document an increased income polarization, which has particularly affected households below the median. The results call directly into question the future sustainability and equity of existing social programs dealing with the unequal distribution of resources.

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Bibliographic Info

Article provided by AccessEcon in its journal Economics Bulletin.

Volume (Year): 33 (2013)
Issue (Month): 3 ()
Pages: 1796-1815

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Handle: RePEc:ebl:ecbull:eb-13-00269

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Keywords: Brazil; income distribution; relative distribution; polarization;

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  1. Leonardo Gasparini & Nora Lustig, 2011. "The rise and fall of income inequality in Latin America," Working Papers 213, ECINEQ, Society for the Study of Economic Inequality.
  2. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-42, June.
  3. Esteban, Joan & Ray, Debraj, 1994. "On the Measurement of Polarization," Econometrica, Econometric Society, vol. 62(4), pages 819-51, July.
  4. 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.
  5. Joan Esteban & Carlos Gradín & Debraj Ray, 2007. "An Extension of a Measure of Polarization, with an application to the income distribution of five OECD countries," Journal of Economic Inequality, Springer, vol. 5(1), pages 1-19, April.
  6. Kakwani, Nanak, 1993. "Poverty and Economic Growth with Application to Cote d'Ivoire," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 39(2), pages 121-39, June.
  7. Maria Grazia Pittau & Roberto Zelli, 2004. "Testing for changing shapes of income distribution: Italian evidence in the 1990s from kernel density estimates," Empirical Economics, Springer, vol. 29(2), pages 415-430, 05.
  8. Wolfson, Michael C, 1994. "When Inequalities Diverge," American Economic Review, American Economic Association, vol. 84(2), pages 353-58, May.
  9. World Bank, 2004. "Inequality and Economic Development in Brazil," World Bank Publications, The World Bank, number 14913.
  10. Daniel J. Henderson & Christopher F. Parmeter & R. Robert Russell, 2008. "Modes, weighted modes, and calibrated modes: evidence of clustering using modality tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 607-638.
  11. Ma Casilda Lasso de la Vega & Ana Marta Urrutia, 2006. "An Alternative Formulation of the Esteban-Gradín-Ray Extended Measure of Polarization," Journal of Income Distribution, Journal of Income Distribution, vol. 15(I), pages 42-54, December.
  12. Luis F. Lopez-Calva & Sonia Rocha, 2012. "Exiting Belindia? Lesson from the Recent Decline in Income Inequality in Brazil," World Bank Other Operational Studies 12808, The World Bank.
  13. Fernando Borraz & Nicolás Gonzalez Pampillón & Máximo Rossi, 2011. "Polarization and the Middle Class," Documentos de Trabajo (working papers) 2011, Department of Economics - dECON.
  14. Ambra Poggi & Jacques Silber, 2009. "On polarization and mobility: A look at polarization in the wage-career profile in Italy," Working Papers 138, ECINEQ, Society for the Study of Economic Inequality.
  15. Charles I. Jones, . "On the Evolution of the World Income Distribution," Working Papers 97009, Stanford University, Department of Economics.
  16. Chiara Gigliarano & Karl Mosler, 2009. "Constructing indices of multivariate polarization," Journal of Economic Inequality, Springer, vol. 7(4), pages 435-460, December.
  17. Ariel Fiszbein & Norbert Schady & Francisco H. G. Ferreira & Margaret Grosh & Niall Keleher & Pedro Olinto & Emmanuel Skoufias, 2009. "Conditional Cash Transfers : Reducing Present and Future Poverty," World Bank Publications, The World Bank, number 2597.
  18. Juan G. Rodríguez & Rafael Salas, . "Extended Bi-Polarization And Inequality Measures," Working Papers 10-03 Classification-JEL , Instituto de Estudios Fiscales.
  19. Chakravarty, Satya R & Majumder, Amita, 2001. "Inequality, Polarisation and Welfare: Theory and Applications," Australian Economic Papers, Wiley Blackwell, vol. 40(1), pages 1-13, March.
  20. Thomas Lemieux, 2002. "Decomposing changes in wage distributions: a unified approach," Canadian Journal of Economics, Canadian Economics Association, vol. 35(4), pages 646-688, November.
  21. Johnson, Paul A., 2000. "A nonparametric analysis of income convergence across the US states," Economics Letters, Elsevier, vol. 69(2), pages 219-223, November.
  22. Quah, Danny T, 1996. " Convergence Empirics across Economies with (Some) Capital Mobility," Journal of Economic Growth, Springer, vol. 1(1), pages 95-124, March.
  23. Duclos, Jean-Yves & Esteban, Joan & Ray, Debraj, 2003. "Polarization: Concepts, Measurement, Estimation," Cahiers de recherche 0301, CIRPEE.
  24. Erik Alencar de Figueiredo & Sabino Porto Junior, 2012. "Persistência das Desigualdades Regionais no Brasil- Polarização e Divergência," Série Textos para Discussão (Working Papers) 7, Programa de Pós-Graduação em Economia - PPGE, Universidade Federal da Paraíba.
  25. Wang, You-Qiang & Tsui, Kai-Yuen, 2000. " Polarization Orderings and New Classes of Polarization Indices," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 2(3), pages 349-63.
  26. Wolfson, Michael C, 1997. "Divergent Inequalities: Theory and Empirical Results," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 43(4), pages 401-21, December.
  27. Sergei Suarez Dillon Soares, 2012. "Bolsa Família, its Design, its Impacts and Possibilities for the Future," Working Papers 89, International Policy Centre for Inclusive Growth.
  28. Ma Casilda Lasso de la Vega & Ana Urrutia & Henar Diez, 2008. "Unit-consistency and polarization of income distributions," Working Papers 100, ECINEQ, Society for the Study of Economic Inequality.
  29. Bianchi, Marco, 1997. "Testing for Convergence: Evidence from Non-parametric Multimodality Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(4), pages 393-409, July-Aug..
  30. James Foster & Michael Wolfson, 2010. "Polarization and the decline of the middle class: Canada and the U.S," Journal of Economic Inequality, Springer, vol. 8(2), pages 247-273, June.
  31. Philippe Van Kerm, 2003. "Adaptive kernel density estimation," United Kingdom Stata Users' Group Meetings 2003 15, Stata Users Group.
  32. Maria Grazia Pittau & Roberto Zelli, 2006. "Trends in Income Distribution in Italy: A Non-Parametric 90 and a Semi-Parametric Analysis," Journal of Income Distribution, Journal of Income Distribution, vol. 15(I), pages 90-118, December.
  33. Jenkins, Stephen P. & Van Kerm, Philippe, 2004. "Accounting for Income Distribution Trends: A Density Function Decomposition Approach," IZA Discussion Papers 1141, Institute for the Study of Labor (IZA).
  34. Zhang, Siao-Bo & Kanbur, Ravi, 1999. "What Difference Do Polarization Measures Make? An Application To China," Working Papers 7224, Cornell University, Department of Applied Economics and Management.
  35. Chakravarty, Sanya R. & Majumdar, A. & Roy, Sonali, 2007. "A Treatment of Absolute Indices of Polarization," Staff General Research Papers 12811, Iowa State University, Department of Economics.
  36. Fernando Perobelli & Eduardo Haddad & Vinicius Almeida, 2012. "Assessing the Brazilian Regional Economic Structure: a spatial output decomposition analysis," ERSA conference papers ersa12p896, European Regional Science Association.
  37. Levy, Frank & Murnane, Richard J, 1992. "U.S. Earnings Levels and Earnings Inequality: A Review of Recent Trends and Proposed Explanations," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1333-81, September.
  38. Gradin, Carlos, 2000. "Polarization by Sub-populations in Spain, 1973-91," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(4), pages 457-74, December.
  39. F. Daniel Hidalgo & Suresh Naidu & Simeon Nichter & Neal Richardson, 2010. "Economic Determinants of Land Invasions," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 505-523, August.
  40. Pier Luigi Conti & Maria Grazia Pittau & Roberto Zelli, 2006. "Metodi non parametrici nell'analisi della distribuzione del reddito: problemi empirici ed aspetti metodologici," Rivista di Politica Economica, SIPI Spa, vol. 96(3), pages 195-242, May-June.
  41. Maria Grazia Pittau & Roberto Zelli & Paul A. Johnson, 2010. "Mixture Models, Convergence Clubs, And Polarization," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(1), pages 102-122, 03.
  42. Alexandre Rands Barros, 2011. "Desigualdades Regionais no Brasil: Natureza, causas, origens e soluções," Working Papers 63, Datamétrica Consultoria Econômica, revised 2011.
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