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Physical And Human Capital And Brazilian Regional Growth: A Spatial Econometric Approach For The Period 1970-2010

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  • RICARDO CARVALHO DE ANDRADE LIMA
  • RAUL DA MOTA SILVEIRA NETO

Abstract

Carvalho R. and Silveira Neto R. Physical and human capital and Brazilian regional growth: a spatial econometric approach for the period 1970–2010, Regional Studies. This paper identifies the determinants of economic growth and analyses the dynamics of income using a panel of 522 Brazilian micro-regions for period 1970–2010. Based on the spatial extension of the Mankiw–Romer–Weil (MRW) model and explicitly considering both physical and human capital, the parameters of a Spatial Durbin Model (SDM) with fixed-effects are estimated. The direct and indirect impacts of the determinants of regional growth are then calculated. The results indicate strong spatial dependence among Brazilian micro-regions and that investments in both physical and human capital are important for the growth of the Brazilian regional economies.
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  • Ricardo Carvalho De Andrade Lima & Raul Da Mota Silveira Neto, 2016. "Physical And Human Capital And Brazilian Regional Growth: A Spatial Econometric Approach For The Period 1970-2010," Anais do XLII Encontro Nacional de Economia [Proceedings of the 42nd Brazilian Economics Meeting] 164, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    • Handle: RePEc:anp:en2014:164
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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 1002-1037, October.
    2. Carlos A. Azzoni & Naercio Menezes-Filho & Tatiana de Menezes & Raúl Silveira-Neto, 2000. "Geography and Income Convergence among Brazilian States," Research Department Publications 3096, Inter-American Development Bank, Research Department.
    3. Luciano Nakabashi & Márcio A. Salvato, 2007. "Human Capital Quality in the Brazilian States," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 8(2), pages 211-222.
    4. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    5. Túlio Cravo & Adrian Gourlay & Bettina Becker, 2012. "SMEs and regional economic growth in Brazil," Small Business Economics, Springer, vol. 38(2), pages 217-230, February.
    6. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
    7. Millo, Giovanni & Piras, Gianfranco, 2012. "splm: Spatial Panel Data Models in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i01).
    8. Shankar, Raja & Shah, Anwar, 2003. "Bridging the Economic Divide Within Countries: A Scorecard on the Performance of Regional Policies in Reducing Regional Income Disparities," World Development, Elsevier, vol. 31(8), pages 1421-1441, August.
    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. Tulio A. Cravo & Bettina Becker & Adrian Gourlay, 2015. "Regional Growth and SMEs in Brazil: A Spatial Panel Approach," Regional Studies, Taylor & Francis Journals, vol. 49(12), pages 1995-2016, December.
    11. repec:hal:spmain:info:hdl:2441/9343 is not listed on IDEAS
    12. Selin Özyurt & Marie Daumal, 2013. "Trade openness and regional income spillovers in Brazil: A spatial econometric approach," Papers in Regional Science, Wiley Blackwell, vol. 92(1), pages 197-215, March.
    13. Philippe De Vreyer & Gilles Spielvogel, 2005. "Spatial externalities between Brazilian municipios and their neighbours," Working Papers DT/2005/11, DIAL (Développement, Institutions et Mondialisation).
    14. Raul Silveira‐Neto & Carlos R. Azzoni, 2006. "Location and regional income disparity dynamics: The Brazilian case," Papers in Regional Science, Wiley Blackwell, vol. 85(4), pages 599-613, November.
    15. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    16. Diego Puga, 2002. "European regional policies in light of recent location theories," Journal of Economic Geography, Oxford University Press, vol. 2(4), pages 373-406, October.
    17. Guilherme Mendes Resende & Alexandre Xavier Ywata de Carvalho & Patrícia Alessandra Morita Sakowski, 2013. "Evaluating Multiple Spatial Dimensions of Economic Growth in Brazil Using Spatial Panel Data Models (1970 - 2000)," Discussion Papers 1830a, Instituto de Pesquisa Econômica Aplicada - IPEA.
    18. repec:dau:papers:123456789/4395 is not listed on IDEAS
    19. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    20. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    21. Giuseppe Arbia & Gianfranco Piras, 2004. "Convergence in per-capita GDP across European regions using panel data models extended to spatial autocorrelation effects," ERSA conference papers ersa04p524, European Regional Science Association.
    22. Ferreira, Pedro Cavalcanti & Salvato, Márcio Antônio & Duarte, Angelo José Mont'Alverne, 2004. "Regional or educational disparities? a counterfactual exercise," FGV EPGE Economics Working Papers (Ensaios Economicos da EPGE) 532, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil).
    23. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    24. Manfred Fischer, 2011. "A spatial Mankiw–Romer–Weil model: theory and evidence," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 47(2), pages 419-436, October.
    25. Magalhães, André & Hewings, Geoffrey J.D. & Azzoni, Carlos R., 2005. "Spatial Dependence and Regional Convergence in Brazil," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 6, pages 5-20.
    26. repec:spo:wpmain:info:hdl:2441/9343 is not listed on IDEAS
    27. Philippe Martin, 1999. "Are European regional policies delivering?," Post-Print hal-01011168, HAL.
    28. 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, August.
    29. Tatiane Menezes & R. Silveira-Neto & Carlos Azzoni, 2012. "Demography and evolution of regional inequality," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(3), pages 643-655, December.
    30. Gilles Duranton & Vassilis Monastiriotis, 2002. "Mind the Gaps: The Evolution of Regional Earnings Inequalities in the U.K., 1982–1997," Journal of Regional Science, Wiley Blackwell, vol. 42(2), pages 219-256, May.
    31. repec:hal:wpspec:info:hdl:2441/9343 is not listed on IDEAS
    32. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    33. Gilberto Da Silveira Barros Neto & Luciano Nakabashi & Armando Vaz Sampaio, 2014. "Determinantes Do Capital Físico: O Papel Do Capital Humano E Da Qualidade Institucional," Anais do XLI Encontro Nacional de Economia [Proceedings of the 41st Brazilian Economics Meeting] 099, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    34. Túlio 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.
    35. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
    36. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    37. Bernard Fingleton & Enrique López‐Bazo, 2006. "Empirical growth models with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 177-198, June.
    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. repec:spo:wpecon:info:hdl:2441/9343 is not listed on IDEAS
    40. 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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