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A new poverty profile for Brazil using PPV, PNAD and census data

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Author Info
Francisco de Hollanda Guimarães Ferreira () (Department of Economics PUC-Rio)
Peter Lanjouw
Marcelo Neri

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Abstract

This paper contains a poverty profile for Brazil, based on 1996 data. Poverty measures and shares are presented for a wide range of population subgroups, based on household level data from the PNAD 1996, adjusted for imputed rents and spatial differences in cost of living. Robustness of the profile is verified with respect to different poverty lines, different spatial price deflators, and different equivalence scales. Overall poverty incidence ranges from 23% with respect to an indigence line (15% for urban areas) to 45% with respect to a more generous poverty line (37% for urban areas). More importantly however, poverty is found to vary significantly across regions and city sizes, with rural areas, small and medium towns and the metropolitan peripheries of the North and Northeast regions being poorest. In addition, education, race and the labor status of the household head are important correlates of vulnerability. The marginal impact of each of these attributes, controlling for all others, is investigated through probit regressions run on PPV data. These confirm the importance of spatial variables, but suggest that education remains the central personal attribute determining the likelihood that a household experiences poverty. Some tentative recommendations to improve the quality of the available data sets are also made.

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Paper provided by Department of Economics PUC-Rio (Brazil) in its series Textos para discussão with number 418.

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Length: 65 pages
Date of creation: Mar 2000
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Publication status: Published in Revista Brasileira de Economia, v. 57,n.1, p.59-92, 2003
Handle: RePEc:rio:texdis:418

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  1. Chris Elbers & Jean Lanjouw, 2000. "Welfare in Village and Towns: Micro-Measurement of Poverty and Inequality," Tinbergen Institute Discussion Papers 00-029/2, Tinbergen Institute. [Downloadable!]
  2. Lanjouw, Jean Olson & Lanjouw, Peter, 1997. "Poverty comparisons with non-compatible data: theory and illustrations," Policy Research Working Paper Series 1709, The World Bank. [Downloadable!]
  3. Lanjouw, Peter & Ravallion, Martin, 1995. "Poverty and Household Size," Economic Journal, Royal Economic Society, vol. 105(433), pages 1415-34, November. [Downloadable!] (restricted)
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  4. Quisumbing, Agnes R. & Haddad, Lawrence James & Peña, Christine, 1995. "Gender and poverty," FCND discussion papers 9, International Food Policy Research Institute (IFPRI). [Downloadable!]
  5. Ravallion, Martin & Bidani, Benu, 1994. "How Robust Is a Poverty Profile?," World Bank Economic Review, Oxford University Press, vol. 8(1), pages 75-102, January.
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  6. Coulter, Fiona A E & Cowell, Frank A & Jenkins, Stephen P, 1992. "Equivalence Scale Relativities and the Extent of Inequality and Poverty," Economic Journal, Royal Economic Society, vol. 102(414), pages 1067-82, September. [Downloadable!] (restricted)
  7. Hentschel, Jesko & Lanjouw, Jean Olson & Lanjouw, Peter & Poggi, Javier, 1998. "Combining census and survey data to study spatial dimensions of poverty," Policy Research Working Paper Series 1928, The World Bank. [Downloadable!]
  8. Deaton, Angus S, 1989. "Looking for Boy-Girl Discrimination in Household Expenditure Data," World Bank Economic Review, Oxford University Press, vol. 3(1), pages 1-15, January.
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  1. Glenn W. Harrison & Thomas F. Rutherford & David G. Tarr & Angelo Gurgel, 2004. "Trade Policy and Poverty Reduction in Brazil," Working Papers Central Bank of Chile 276, Central Bank of Chile. [Downloadable!]
    Other versions:
  2. Verner, Dorte, 2008. "Labor markets in rural and urban Haiti--based on the first household survey for Haiti," Policy Research Working Paper Series 4574, The World Bank. [Downloadable!]
  3. Rafael Perez Ribas & Ana Flávia Machado & André Braz Golgher, 2006. "Fluctuations and persistence in poverty: a transient-chronic decomposition model for pseudo-panel data," Textos para Discussão Cedeplar-UFMG td290, Cedeplar, Universidade Federal de Minas Gerais. [Downloadable!]
  4. Francisco H. G. Ferreira & Peter Lanjouw & Marcelo Côrtes Neri, 2003. "A Robust Poverty Profile for Brazil Using Multiple Data Sources," Revista Brasileira de Economia, Graduate School of Economics, Getulio Vargas Foundation (Brazil), vol. 57(1), April. [Downloadable!]
    Other versions:
  5. Verner, Dorte, 2008. "Making poor Haitians count--poverty in rural and urban Haiti based on the first household survey for Haiti," Policy Research Working Paper Series 4571, The World Bank. [Downloadable!]
  6. François Bourguignon & Francisco de Hollanda Guimarães Ferreira, 2000. "Understanding inequality in Brazil: a conceptual overview," Textos para discussão 434, Department of Economics PUC-Rio (Brazil). [Downloadable!]
  7. Francisco de Hollanda Guimarães Ferreira & Peter Lanjouw, 2000. "Rural non-agricultural activities and poverty in the Brazilian northeast," Textos para discussão 428, Department of Economics PUC-Rio (Brazil). [Downloadable!]
  8. David Neumark & Wendy Cunningham & Lucas Siga, 2004. "The Effects of the Minimum Wage in Brazil on the Distribution of Family Incomes: 1996-2001," Working Papers 050627, University of California-Irvine, Department of Economics. [Downloadable!]
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  9. Rafael Perez Ribas & Ana Flávia Machado, 2007. "Distinguishing Chronic Poverty from Transient Poverty in Brazil: Developing a Model for Pseudo-Panel Data," Working Papers 36, International Policy Centre for Inclusive Growth. [Downloadable!]
  10. José Márcio Camargo & Francisco de Hollanda Guimarães Ferreira, 2001. "O Benefício Social Único: uma proposta de reforma da política social no Brasil," Textos para discussão 443, Department of Economics PUC-Rio (Brazil). [Downloadable!]
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