IDEAS home Printed from https://ideas.repec.org/a/taf/regstd/v50y2016i10p1688-1701.html
   My bibliography  Save this article

Physical and Human Capital and Brazilian Regional Growth: A Spatial Econometric Approach for the Period 1970–2010

Author

Listed:
  • 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.

Suggested Citation

  • 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," Regional Studies, Taylor & Francis Journals, vol. 50(10), pages 1688-1701, October.
  • Handle: RePEc:taf:regstd:v:50:y:2016:i:10:p:1688-1701
    DOI: 10.1080/00343404.2015.1053447
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00343404.2015.1053447
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00343404.2015.1053447?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    4. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    5. 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.
    6. Philippe De Vreyer & Gilles Spielvogel, 2005. "Spatial externalities between Brazilian municipios and their neighbours," Ibero America Institute for Econ. Research (IAI) Discussion Papers 123, Ibero-America Institute for Economic Research.
    7. repec:hal:wpspec:info:hdl:2441/9343 is not listed on IDEAS
    8. 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.
    9. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    10. Afonso Ferreira, 2000. "Convergence in Brazil: recent trends and long-run prospects," Applied Economics, Taylor & Francis Journals, vol. 32(4), pages 479-489.
    11. repec:hal:spmain:info:hdl:2441/9343 is not listed on IDEAS
    12. 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.
    13. 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.
    14. Philippe Martin, 1999. "Are European regional policies delivering?," Post-Print hal-01011168, HAL.
    15. 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.
    16. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
    17. Millo, Giovanni & Piras, Gianfranco, 2012. "splm: Spatial Panel Data Models in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i01).
    18. 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.
    19. 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.
    20. 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].
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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).
    26. 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.
    27. 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.
    28. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    29. repec:dau:papers:123456789/4395 is not listed on IDEAS
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    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. 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.
    37. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Emerson Baptista & Bernardo Queiroz, 2019. "The relation between cardiovascular mortality and development: Study for small areas in Brazil, 2001–2015," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 41(51), pages 1437-1452.
    2. Miranti, Ragdad Cani & Mendez-Guerra, Carlos, 2020. "Human Development Dynamics across Districts of Indonesia: A Study of Regional Convergence and Spatial Approach," MPRA Paper 100479, University Library of Munich, Germany.
    3. Victor Hugo De Oliveira & João Mário Santos de França & Francisco Mário Viana Martins, 2020. "The influence of local development on the impact of natural disasters in Northeast Brazil: The case of droughts and floods in the state of Ceará," Papers in Regional Science, Wiley Blackwell, vol. 99(4), pages 1019-1043, August.
    4. Thais Waideman Niquito & Fernando Pozzobon & Vinícius Halmenschlager & Felipe Garcia Ribeiro, 2021. "Human-made disasters and economic impact for a developing economy: evidence from Brazil," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 109(3), pages 2313-2341, December.
    5. Carazza, Luís & Silveira Neto, Raul da Mota, 2021. "Evaluating the Regional Expansion of Brazil’s Federal System of Vocational and Technological Education," Revista Brasileira de Estudos Regionais e Urbanos, Associação Brasileira de Estudos Regionais e Urbanos (ABER), vol. 15(2), pages 212-246.
    6. Bulent Esiyok & Mehmet Ugur, 2018. "Spatial dependence in the growth process and implications for convergence rate: evidence on Vietnamese provinces," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 23(1), pages 51-65, January.
    7. Baerlocher, Diogo & Parente, Stephen L. & Rios-Neto, Eduardo, 2019. "Economic effects of demographic dividend in Brazilian regions," The Journal of the Economics of Ageing, Elsevier, vol. 14(C).
    8. Pontarollo, Nicola & Mendieta, Rodrigo & Ontaneda, Diego, 2019. "Canton growth in Ecuador and the role of spatial heterogeneity," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Guilherme Resende & Alexandre Carvalho & Patrícia Sakowski & Túlio Cravo, 2016. "Evaluating multiple spatial dimensions of economic growth in Brazil using spatial panel data models," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(1), pages 1-31, January.
    3. Túlio Cravo, 2011. "Regional Economic Growth and SMEs in Brazil: a Spatial Analysis (Submission for the Refereed Y-session Papers)," ERSA conference papers ersa10p508, European Regional Science Association.
    4. Rubiane Daniele Cardoso Almeida & Philipp Ehrl & Tito Belchior Silva Moreira, 2021. "Social and Economic Convergence Across Brazilian States Between 1990 and 2010," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 225-246, August.
    5. Benos, Nikos & Karagiannis, Stelios & Karkalakos, Sotiris, 2015. "Proximity and growth spillovers in European regions: The role of geographical, economic and technological linkages," Journal of Macroeconomics, Elsevier, vol. 43(C), pages 124-139.
    6. 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.
    7. Túlio A. Cravo & Guilherme Mendes Resende, 2015. "The Brazilian regional development funds and economic growth: A spatial panel approach," WIDER Working Paper Series wp-2015-118, World Institute for Development Economic Research (UNU-WIDER).
    8. Túlio Cravo & Guilherme Resende, 2013. "Economic growth in Brazil: a spatial filtering approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(2), pages 555-575, April.
    9. Celbis, Mehmet Guney & Wong, Pui-hang & Guznajeva, Tatjana, 2018. "The Eurasian customs union and the economic geography of Belarus: A panel convergence approach," MERIT Working Papers 2018-029, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    10. Deeken, Tim, 2015. "Schumpeterian growth with technological interdependence: An application to US states," Working Paper Series in Economics 75, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    11. Miketa, Asami & Mulder, Peter, 2005. "Energy productivity across developed and developing countries in 10 manufacturing sectors: Patterns of growth and convergence," Energy Economics, Elsevier, vol. 27(3), pages 429-453, May.
    12. Cem Ertur & Wilfried Koch, 2006. "The Role of Human Capital and Technological Interdependence in Growth and Convergence Processes: International Evidence," DEGIT Conference Papers c011_029, DEGIT, Dynamics, Economic Growth, and International Trade.
    13. Panagiotis Artelaris, 2021. "Regional economic growth and inequality in Greece," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(1), pages 141-158, February.
    14. 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.
    15. Mauricio Rodrigo Talassino & Marcos Herrera, 2019. "Impacto de los efectos espaciales en la convergencia regional. Análisis departamental para la Argentina," Asociación Argentina de Economía Política: Working Papers 4154, Asociación Argentina de Economía Política.
    16. Guilherme Resende & Tulio Cravo & Alexandre Carvalho, 2014. "The Impact of Brazilian Regional Development Funds on Regional Economic Growth: A spatial panel approach," ERSA conference papers ersa14p123, European Regional Science Association.
    17. Peter Mulder & Henri Groot, 2007. "Sectoral Energy- and Labour-Productivity Convergence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 36(1), pages 85-112, January.
    18. Mauricio Rodrigo Talassino and Marcos Herrera, 2019. "Impacto de los efectos espaciales en la convergencia regional. Análisis departamental para la Argentina," Working Papers 20, Instituto de Estudios Laborales y del Desarrollo Económico (IELDE) - Universidad Nacional de Salta - Facultad de Ciencias Económicas, Jurídicas y Sociales.
    19. Jan Ditzen, 2014. "Economic Growth and Migration," SEEC Discussion Papers 1406, Spatial Economics and Econometrics Centre, Heriot Watt University.
    20. Tulio Antonio Cravo & Elias Soukiazis, 2009. "Educational Thresholds and Economic Growth: Empirical Evidence from Brazilian States," Working Papers 2009.1, International Network for Economic Research - INFER.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:regstd:v:50:y:2016:i:10:p:1688-1701. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/CRES20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.