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Geography and Income Convergence among Brazilian States

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Author Info
Carlos A. Azzoni
Naercio Menezes-Filho
Tatiana de Menezes
Raúl Silveira-Neto

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Abstract

The objective of the study is to identify the role of geographical variables in explaining differences in per capita income among Brazilian states. It also aims at ascertaining the degree to which such variables affect convergence or divergence trends in per capita income among these states. In order to investigate these issues it uses micro-data, instead of the more traditional aggregate data, averaged up from household to birth cohort level. Both the level and the change in average household income per capita across Brazilian states are correlated to geographical and household variables. The aim is to capture not only the influence of household human capital and wealth variables on the convergence of per capita income (along the lines of the neoclassical model), but also that of spatial or geographical characteristics, such as public infrastructure, health and education services. Therefore, this paper simultaneously considers data on geographical variables and repeated cross-sections of household surveys. The use of cohort level data means that we can construct cohort/state/year means for all variables of interest and control for state, life cycle and composition effects for the first time in this literature. The results indicate that the geographical variables seem to be important determinants of income levels and growth. Altogether, the results indicate that human capital and infrastructure variables are important areas for government intervention, as these are some of the main factors behind the differences in steady-state rates of income growth in Brazil.

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Paper provided by Inter-American Development Bank, Research Department in its series RES Working Papers with number 3096.

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Date of creation: May 2000
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Handle: RePEc:idb:wpaper:3096

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  1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-37, October. [Downloadable!] (restricted)
  2. Blundell, Richard & Browning, Martin & Meghir, Costas, 1994. "Consumer Demand and the Life-Cycle Allocation of Household Expenditures," Review of Economic Studies, Blackwell Publishing, vol. 61(1), pages 57-80, January. [Downloadable!] (restricted)
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  3. Carlos R. Azzoni, 2001. "Economic growth and regional income inequality in Brazil," The Annals of Regional Science, Springer, vol. 35(1), pages 133-152. [Downloadable!] (restricted)
  4. Attanasio, Orazio P & Browning, Martin, 1995. "Consumption over the Life Cycle and over the Business Cycle," American Economic Review, American Economic Association, vol. 85(5), pages 1118-37, December. [Downloadable!] (restricted)
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  5. Ravallion, Martin & Jalan, Jyotsna, 1996. "Growth divergence due to spatial externalities," Economics Letters, Elsevier, vol. 53(2), pages 227-232, November. [Downloadable!] (restricted)
  6. Swan, Trevor W, 2002. "Economic Growth," The Economic Record, The Economic Society of Australia, vol. 78(243), pages 375-80, December. [Downloadable!] (restricted)
  7. Ravallion, Martin & Wodon, Quentin, 1997. "Poor areas, or only poor people?," Policy Research Working Paper Series 1798, The World Bank. [Downloadable!]
  8. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August. [Downloadable!] (restricted)
  9. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126. [Downloadable!] (restricted)
  10. Jalan, Jyotsna & Ravallion, Martin, 1998. "Are there dynamic gains from a poor-area development program?," Journal of Public Economics, Elsevier, vol. 67(1), pages 65-85, January. [Downloadable!] (restricted)
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  11. Moffitt, Robert, 1993. "Identification and estimation of dynamic models with a time series of repeated cross-sections," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 99-123, September. [Downloadable!] (restricted)
  12. Islam, Nazrul, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, MIT Press, vol. 110(4), pages 1127-70, November. [Downloadable!] (restricted)
  13. Robert E. Hall & Charles I. Jones, 1996. "The Productivity of Nations," NBER Working Papers 5812, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  1. Carlos Azzoni & Raul Silveira-Neto, 2001. "Dissecting convergence: occupation rates, structural changes, and sectoral factor reallocations behind regional growth," ERSA conference papers ersa01p64, European Regional Science Association. [Downloadable!]
  2. Deichmann, Uwe & Kaiser, Kai & Lall, Somik V & Shalizi, Zmarak, 2005. "Agglomeration, transport, and regional development in Indonesia," Policy Research Working Paper Series 3477, The World Bank. [Downloadable!]
  3. Patricia Justino & Arnab Acharya, 2003. "Inequality in Latin America: Processes and Inputs," PRUS Working Papers 22, Poverty Research Unit at Sussex, University of Sussex. [Downloadable!]
  4. Carvalho, Alexandre & Lall, Somik V. & Timmins, Christopher, 2006. "Regional subsidies and industrial prospects of lagging regions," Policy Research Working Paper Series 3843, The World Bank. [Downloadable!]
  5. Raul da Mota Silveira Neto, 2001. "Localização, Crescimento e Spillovers: Evidências para os Estados Brasileiros e Setores," Anais do XXIX Encontro Nacional de Economia [Proceedings of the 29th Brazilian Economics Meeting] 082, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics]. [Downloadable!]
  6. Patricia Justino & Julie Litchfield & Yoko Niimi, 2004. "Multidimensional Inequality: An Empirial Application to Brazil," PRUS Working Papers 24, Poverty Research Unit at Sussex, University of Sussex. [Downloadable!]
  7. Elias Soukiazis & Tulio Cravo, 2006. "Human Capital As a Conditioning Factor to the Convergence Process Among the Brazilian States," ERSA conference papers ersa06p50, European Regional Science Association. [Downloadable!]
  8. Lall, Somik V. & Funderburg, Richard & Yepes, Tito, 2003. "Location, concentration, and performance of economic activity in Brazil," Policy Research Working Paper Series 3268, The World Bank. [Downloadable!]
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