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Evaluating Multiple Spatial Dimensionsof Economic Growth In Brazil Using Spatial Panel Data Models, 1970-2000

  • ALEXANDRE XAVIER YWATA DE CARVALHO
  • GUILHERME MENDES RESENDE
  • PATRÍCIA ALESSANDRA MORITA SAKOWSKI

O objetivo deste estudo consiste em avaliar os resultados de estimações de crescimento econômico regional em múltiplas escalas espaciais, utilizando modelos de painel espacial. As escalas espaciais examinadas são áreas mínimas comparáveis, microrregiões, mesorregiões e estados no período entre 1970 e 2000. Modelos alternativos de painel espacial com efeitos fixos foram estimados sistematicamente nestas escalas espaciais para demonstrar que os coeficientes estimados variam de acordo com a escala utilizada. Os resultados mostram que as conclusões obtidas a partir de regressões de crescimento dependem da escolha da escala espacial. Primeiramente, a hipótese de convergência de clube não pode ser rejeitada, sugerindo haver diferenças nos processos de convergência entre o norte e o sul do Brasil. Além disso, quanto mais agregada for a escala espacial utilizada, maior será o coeficiente positivo da média de anos de escolaridade. O efeito de custos de transporte é positivo e estatisticamente significante para o crescimento econômico apenas no nível do estado. Os coeficientes da densidade populacional mostram que áreas mais densamente povoadas são prejudiciais para o crescimento econômico, sugerindo efeitos de congestionamento no nível de áreas mínimas comparáveis (AMCs), microrregiões e mesorregiões, mas a magnitude destes coeficientes varia de acordo com a escala geográfica. Finalmente, os coeficientes de transbordamento espacial também variam conforme a escala espacial sob análise. Em geral, estes coeficientes são estatisticamente significantes nos níveis de AMC, microrregião e mesorregião; mas, no nível estadual, deixam de ser estatisticamente significantes, sugerindo que transbordamentos espaciais são limitados no espaço. The goal of this paper is to evaluate the results of regional economic growth estimates at multiple spatial scales using spatial panel data models. The spatial scales examined are minimum comparable areas, micro-regions, meso-regions and states over th

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Paper provided by ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics] in its series Anais do XL Encontro Nacional de Economia [Proceedings of the 40th Brazilian Economics Meeting] with number 179.

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Date of creation: 2014
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Handle: RePEc:anp:en2012:179
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  1. Guilherme Mendes Resende, 2011. "Multiple dimensions of regional economic growth: The Brazilian case, 1991−2000," Papers in Regional Science, Wiley Blackwell, vol. 90(3), pages 629-662, 08.
  2. Gérard, Marcel & Jayet, Hubert & Paty, Sonia, 2010. "Tax interactions among Belgian municipalities: Do interregional differences matter?," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 336-342, September.
  3. Marcus Scheiblecker & et al., 2003. "Austria's Economy in 2002: Another Year of Slow Growth," WIFO Monatsberichte (monthly reports), WIFO, vol. 76(4), pages 257-323, April.
  4. Somik V. Lall & Zmarak Shalizi, 2003. "Location and Growth in the Brazilian Northeast," Journal of Regional Science, Wiley Blackwell, vol. 43(4), pages 663-681.
  5. Robert J. Barro, 2003. "Determinants of Economic Growth in a Panel of Countries," Annals of Economics and Finance, Society for AEF, vol. 4(2), pages 231-274, November.
  6. Daisaku Yamamoto, 2008. "Scales of regional income disparities in the USA, 1955-2003," Journal of Economic Geography, Oxford University Press, vol. 8(1), pages 79-103, January.
  7. Cem Ertur & Wilfried Koch, 2005. "Growth, Technological Interdependence and Spatial Externalities - Theory and Evidence," ERSA conference papers ersa05p651, European Regional Science Association.
  8. J. Elhorst, 2012. "Dynamic spatial panels: models, methods, and inferences," Journal of Geographical Systems, Springer, vol. 14(1), pages 5-28, January.
  9. Afonso Ferreira, 2000. "Convergence in Brazil: recent trends and long-run prospects," Applied Economics, Taylor & Francis Journals, vol. 32(4), pages 479-489.
  10. Kapoor, Mudit & Kelejian, Harry H. & Prucha, Ingmar R., 2007. "Panel data models with spatially correlated error components," Journal of Econometrics, Elsevier, vol. 140(1), pages 97-130, September.
  11. Jonathan Temple, 2005. "Dual economy models: a primer for growth economists," Bristol Economics Discussion Papers 05/574, Department of Economics, University of Bristol, UK.
  12. Baltagi B-H. & Pirotte A., 2009. "Panel Data Inference Under Spatial Dependence," Working Papers ERMES 0907, ERMES, University Paris 2.
  13. Elhorst, J. Paul, 2010. "Dynamic panels with endogenous interaction effects when T is small," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 272-282, September.
  14. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, 07.
  15. Johnson, Paul & Durlauf, Steven N & Temple, Johnathan R. W., 2004. "Growth Econometrics," Vassar College Department of Economics Working Paper Series 61, Vassar College Department of Economics.
    • Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677 Elsevier.
  16. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
  17. T�lio A. Cravo, 2010. "SMEs and economic growth in the Brazilian micro-regions," Papers in Regional Science, Wiley Blackwell, vol. 89(4), pages 711-734, November.
  18. Alesina, Alberto & Rodrik, Dani, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, MIT Press, vol. 109(2), pages 465-90, May.
  19. Mark D. Partridge & Marlon Boarnet & Steven Brakman & Gianmarco Ottaviano, 2012. "Introduction: Whither Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 167-171, 05.
  20. repec:chb:bcchwp:03 is not listed on IDEAS
  21. E. Glaeser & B. Sacerdote & Jose A. Scheinkman, 2003. "The Social Multiplier," Levine's Working Paper Archive 506439000000000130, David K. Levine.
  22. Sascha Sardadvar, 2012. "Growth and disparities in Europe: Insights from a spatial growth model," Papers in Regional Science, Wiley Blackwell, vol. 91(2), pages 257-274, 06.
  23. Badi H. Baltagi & Seuck Heun Song & Won Koh, 2002. "Testing Panel Data Regression Models with Spatial Error Correlation," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 B6-4, International Conferences on Panel Data.
  24. Mankiw, N Gregory & Romer, David & Weil, David N, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, MIT Press, vol. 107(2), pages 407-37, May.
  25. Jonathan R. W. Temple, 2005. "Growth and Wage Inequality in a Dual Economy," Bulletin of Economic Research, Wiley Blackwell, vol. 57(2), pages 145-169, 04.
  26. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. " Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-89, September.
  27. Bernard Fingleton, 1999. "Estimates of Time to Economic Convergence: An Analysis of Regions of the European Union," International Regional Science Review, , vol. 22(1), pages 5-34, April.
  28. 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.
  29. Andrade, Eduardo & Laurini, Marcio & Madalozzo, Regina & Valls Pereira, Pedro L., 2004. "Convergence clubs among Brazilian municipalities," Economics Letters, Elsevier, vol. 83(2), pages 179-184, May.
  30. Steve Gibbons & Henry G. Overman, 2010. "Mostly Pointless Spatial Econometrics?," SERC Discussion Papers 0061, Spatial Economics Research Centre, LSE.
  31. Bernard Fingleton, 2011. "The empirical performance of the NEG with reference to small areas," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 267-279, March.
  32. Eustáquio J. Reis & Paulo Tafner & Márcia Pimentel & Rodrigo V. Serra & Luis Otávio Reiff & Kepler Magalhães & Mérida Medina, 2005. "O PIB dos Municípios Brasileiros: Metodologia e Estimativas - 1970-1996," Discussion Papers 1064, Instituto de Pesquisa Econômica Aplicada - IPEA.
  33. Islam, Nazrul, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, MIT Press, vol. 110(4), pages 1127-70, November.
  34. Bernard Fingleton & Enrique López-Bazo, 2006. "Empirical growth models with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 177-198, 06.
  35. Brueckner, Jan K., 1998. "Testing for Strategic Interaction Among Local Governments: The Case of Growth Controls," Journal of Urban Economics, Elsevier, vol. 44(3), pages 438-467, November.
  36. McDonald, Scott & Roberts, Jennifer, 2002. "Growth and multiple forms of human capital in an augmented Solow model: a panel data investigation," Economics Letters, Elsevier, vol. 74(2), pages 271-276, January.
  37. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
  38. Lee, Lung-fei & Yu, Jihai, 2010. "Some recent developments in spatial panel data models," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 255-271, September.
  39. Giovanni Millo & Gianfranco Piras, . "splm: Spatial Panel Data Models in R," Journal of Statistical Software, American Statistical Association, vol. 47(i01).
  40. Jeanty, P. Wilner & Partridge, Mark & Irwin, Elena, 2010. "Estimation of a spatial simultaneous equation model of population migration and housing price dynamics," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 343-352, September.
  41. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
  42. Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141.
  43. Robert J. Barro & Xavier Sala-i-Martin, 2003. "Economic Growth, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262025531, June.
  44. Manfred Fischer, 2011. "A spatial Mankiw–Romer–Weil model: theory and evidence," The Annals of Regional Science, Springer, vol. 47(2), pages 419-436, October.
  45. Marcio Laurini & Eduardo Andrade & Pedro L. Valls Pereira, 2005. "Income convergence clubs for Brazilian Municipalities: a non-parametric analysis," Applied Economics, Taylor & Francis Journals, vol. 37(18), pages 2099-2118.
  46. Jan Mutl & Michael Pfaffermayr, 2011. "The Hausman test in a Cliff and Ord panel model," Econometrics Journal, Royal Economic Society, vol. 14, pages 48-76, 02.
  47. Behrens, Kristian & Thisse, Jacques-Francois, 2007. "Regional economics: A new economic geography perspective," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 457-465, July.
  48. Robert J. Barro & Rachel McCleary, 2003. "Religion and Economic Growth," NBER Working Papers 9682, National Bureau of Economic Research, Inc.
  49. Túlio Cravo & Guilherme Resende, 2013. "Economic growth in Brazil: a spatial filtering approach," The Annals of Regional Science, Springer, vol. 50(2), pages 555-575, April.
  50. Enrique López-Bazo & Esther Vayá & Manuel Artís, 2004. "Regional Externalities And Growth: Evidence From European Regions," Journal of Regional Science, Wiley Blackwell, vol. 44(1), pages 43-73.
  51. James P. LeSage & R. Kelley Pace, 2008. "Spatial Econometric Modeling Of Origin-Destination Flows," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 941-967.
  52. Carlo Menon, 2012. "The bright side of MAUP: Defining new measures of industrial agglomeration," Papers in Regional Science, Wiley Blackwell, vol. 91(1), pages 3-28, 03.
  53. McCleary, Rachel & Barro, Robert, 2003. "Religion and Economic Growth across Countries," Scholarly Articles 3708464, Harvard University Department of Economics.
  54. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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