Regional Growth and SMEs in Brazil: A Spatial Panel Approach

REFERENCES

• Abreu M., de Groot H. and Florax R. (2005) Space and growth: a survey of empirical evidence and methods, Région et Développement 21, 13–44.
   Google Scholar
• Acemoglu D., Johnson S. and Robinson J. A. (2001) The colonial origins of comparative development: an empirical investigation, American Economic Review 91, 1369–1401. doi: 10.1257/aer.91.5.1369
   Web of Science ®Google Scholar
• Acs Z. and Amorós J. (2008) Entrepreneurship and competitiveness dynamics in Latin America, Small Business Economics 31, 305–322. doi: 10.1007/s11187-008-9133-y
   Web of Science ®Google Scholar
• Acs Z. and Armington C. (2004) Employment growth and entrepreneurial activity in cities, Regional Studies 38, 911–927. doi: 10.1080/0034340042000280938
   Web of Science ®Google Scholar
• Acs Z., Braunerhjelm P., Audretsch D. and Carlsson B. (2009) The knowledge spillover theory of entrepreneurship, Small Business Economics 2, 15–30. doi: 10.1007/s11187-008-9157-3
   Web of Science ®Google Scholar
• Acs Z., Desai S. and Hessels J. (2008) Entrepreneurship, economic development and institutions, Small Business Economics 31, 219–234. doi: 10.1007/s11187-008-9135-9
   Web of Science ®Google Scholar
• Acs Z. and Virgill N. (2009) Entrepreneurship in Developing Countries. JENA Economic Research Papers No. 2009-023. Friedrich Schiller University and the Max Planck Institute of Economics, Jena.
   Google Scholar
• Altenburg T. and Meyer-Stamer J. (1999) How to promote clusters: policy experiences from Latin America, World Development 27, 1693–1713. doi: 10.1016/S0305-750X(99)00081-9
   Web of Science ®Google Scholar
• Anselin L. (1988) Spatial Econometrics: Methods and Models. Kluwer, Dordrecht.
   Google Scholar
• Anselin L. (1995) Local indicators of spatial association – LISA, Geographical Analysis 27, 93–115. doi: 10.1111/j.1538-4632.1995.tb00338.x
   Web of Science ®Google Scholar
• Anselin L., Bera A. K., Florax R. and Yoon M. J. (1996) Simple diagnostic tests for spatial dependence, Regional Science and Urban Economics 26, 77–104. doi: 10.1016/0166-0462(95)02111-6
   Web of Science ®Google Scholar
• Arbia G., Le Gallo J. and Piras G. (2008) Does evidence on regional economic convergence depend on the estimation strategy? Outcomes from analysis of a set of NUTS2 EU regions, Spatial Economic Analysis 3, 209–224. doi: 10.1080/17421770801996664
   Web of Science ®Google Scholar
• Audretsch D., Dohse D. and Niebuhr A. (2010) Cultural diversity and entrepreneurship: a regional analysis for Germany, Annals of Regional Science 45, 55–85. doi: 10.1007/s00168-009-0291-x
   Web of Science ®Google Scholar
• Audretsch D. and Keilbach M. (2004) Entrepreneurship capital and economic performance, Regional Studies 38, 949–959. doi: 10.1080/0034340042000280956
   Web of Science ®Google Scholar
• Audretsch D. and Keilbach M. (2007) The localisation of entrepreneurship capital: evidence from Germany, Papers in Regional Science 86, 351–365. doi: 10.1111/j.1435-5957.2007.00131.x
   Web of Science ®Google Scholar
• Ayyagari M., Beck T. and Demirguc-Kunt A. (2007) Small and medium enterprises across the globe, Small Business Economics 29, 415–434. doi: 10.1007/s11187-006-9002-5
   Web of Science ®Google Scholar
• Azzoni C. R. (2001) Economic growth and regional income inequality in Brazil, Annals of Regional Science 35, 133–152. doi: 10.1007/s001680000038
   Web of Science ®Google Scholar
• Badinger H., Müller W. G. and Tondl G. (2004) Regional convergence in the European Union, 1985–1999: a spatial dynamic panel analysis, Regional Studies 38, 241–253. doi: 10.1080/003434042000211105
   Web of Science ®Google Scholar
• Barro R. (1991) Economic growth in a cross section of countries, Quarterly Journal of Economics 106, 407–443. doi: 10.2307/2937943
   Web of Science ®Google Scholar
• Baumol W. (1968) Entrepreneurship in economic theory, American Economic Review 58, 64–71.
   Web of Science ®Google Scholar
• Baumol W. (1990) Entrepreneurship – productive, unproductive, and destructive, Journal of Political Economy 98, 893–921. doi: 10.1086/261712
   Web of Science ®Google Scholar
• Beck T., Demirguc-Kunt A. and Levine R. (2005) SMEs, growth, and poverty: cross-country evidence, Journal of Economic Growth 10, 199–229. doi: 10.1007/s10887-005-3533-5
   Web of Science ®Google Scholar
• Bruce D., Deskins J., Hill B. and Rork J. (2009) (Small) business activity and state economic growth: does size matter?, Regional Studies 43, 229–245. doi: 10.1080/00343400701808915
   Web of Science ®Google Scholar
• Carroll M. C., Reid N., Smith B. W. (2008) Location quotients versus spatial autocorrelation in identifying potential cluster regions, Annals of Regional Science 42, 449–463. doi: 10.1007/s00168-007-0163-1
   Web of Science ®Google Scholar
• Caselli F., Esquivel G. and Lefort F. (1996) Reopening the convergence debate, Journal of Economic Growth 1, 363–389. doi: 10.1007/BF00141044
   Google Scholar
• Cravo T. (2010) SMEs and economic growth in the Brazilian micro-regions, Papers in Regional Science 89, 711–734. doi: 10.1111/j.1435-5957.2010.00301.x
   Web of Science ®Google Scholar
• Cravo T., Gourlay A. and Becker B. (2012) SMEs and regional economic growth in Brazil, Small Business Economics 38, 217–230. doi: 10.1007/s11187-010-9261-z
   Web of Science ®Google Scholar
• Dias J. and McDermott J. (2006) Institutions, education, and development: the role of entrepreneurs, Journal of Development Economics 80, 299–328. doi: 10.1016/j.jdeveco.2005.04.004
   Web of Science ®Google Scholar
• Ding S. and Knight J. (2009) Can the augmented Solow model explain China's remarkable economic growth? A cross-country panel data analysis, Journal of Comparative Economics 37, 432–452. doi: 10.1016/j.jce.2009.04.006
   Web of Science ®Google Scholar
• Elhorst J. P. (2010a) Spatial panel data models, in Fischer M. and Getis A. (Eds) Handbook of Applied Spatial Analysis, pp. 377–407. Springer, Berlin.
   Google Scholar
• Elhorst J. P. (2010b) Applied spatial econometrics: raising the bar, Spatial Economic Analysis 5, 9–28. doi: 10.1080/17421770903541772
   Web of Science ®Google Scholar
• Ertur C. and Koch W. (2007) Growth, technological interdependence and spatial externalities: theory and evidence, Journal of Applied Econometrics 22, 1033–1062. doi: 10.1002/jae.963
   Web of Science ®Google Scholar
• Ertur C., Le Gallo J. and Baumont C. (2006) The European regional convergence process, 1980–1995: do spatial regimes and spatial dependence matter?, International Regional Science Review 29, 3–34. doi: 10.1177/0160017605279453
   Web of Science ®Google Scholar
• Ferreira A. (2000) Convergence in Brazil: recent trends and long-run prospects, Applied Economics 32, 479–489. doi: 10.1080/000368400322642
   Web of Science ®Google Scholar
• Fingleton B. (2000) Spatial econometrics, economic geography, dynamics and equilibrium: a ‘third way’?, Environment and Planning A 32, 1481–1498. doi: 10.1068/a32211
   Web of Science ®Google Scholar
• Fischer M. (2011) A spatial Mankiw–Romer–Weil model: theory and evidence, Annals of Regional Science 47, 419–436. doi: 10.1007/s00168-010-0384-6
   Web of Science ®Google Scholar
• Fritsch M. and Mueller P. (2004) Effects of new business formation on regional development over time, Regional Studies 38, 961–975. doi: 10.1080/0034340042000280965
   Web of Science ®Google Scholar
• Gibbons S. and Overman H. (2010) Mostly Pointless Spatial Econometrics? SERC Discussion Paper No. 61. Spatial Economics Research Centre (SERC), London School of Economics and Political Science (LSE), London.
   Google Scholar
• Griffith R., Redding S. and van Reenen J. (2004) Mapping the two faces of R&D: productivity growth in a panel of OECD industries, Review of Economics and Statistics 86, 883–895. doi: 10.1162/0034653043125194
   Web of Science ®Google Scholar
• IEG (2013) Evaluation of the World Bank Group's Targeted Support for Small and Medium Enterprises. Approach Paper, January. IEG, Washington, DC.
   Google Scholar
• Krugman P. (1991) Increasing returns and economic geography, Journal of Political Economy 99, 483–499. doi: 10.1086/261763
   Web of Science ®Google Scholar
• Krugman P. (1999) The role of geography in development, International Regional Science Review 22, 142–161. doi: 10.1177/016001799761012307
   Web of Science ®Google Scholar
• Lau L. J., Jamison D. T., Liu S. and Rivkin S. (1993) Education and economic growth: some cross-sectional evidence from Brazil, Journal of Development Economics 41, 45–70. doi: 10.1016/0304-3878(93)90036-M
   Web of Science ®Google Scholar
• Laurini M., Andrade E. and Valls P. (2005) Income convergence clubs for Brazilian municipalities: a non-parametric analysis, Applied Economics 37, 2099–2118. doi: 10.1080/00036840500218554
   Web of Science ®Google Scholar
• Le Gallo J. and Dall'Erba S. (2006) Evaluating the temporal and spatial heterogeneity of the European convergence process, 1980–1999, Journal of Regional Science 46, 269–288. doi: 10.1111/j.0022-4146.2006.00441.x
   Web of Science ®Google Scholar
• Le Gallo J. and Ertur C. (2003) Exploratory spatial data analysis of the distribution of regional per capita GDP in Europe, 1980–1995, Papers in Regional Science 82, 175–201. doi: 10.1007/s101100300145
   Web of Science ®Google Scholar
• LeSage J. P. and Fischer M. M. (2008) Spatial growth regressions: model specification, Estimation and Interpretation, Spatial Economic Analysis 3, 275–304. doi: 10.1080/17421770802353758
   Web of Science ®Google Scholar
• LeSage J. P. and Pace R. K. (2009) Introduction to Spatial Econometrics. CRC Press/Taylor & Francis, London.
   Google Scholar
• Levine R. and Renelt D. (1992) A sensitivity analysis of cross-country growth regressions, American Economic Review 82, 942–963.
   Web of Science ®Google Scholar
• Lopez-Bazo E., Vaya E. and Artis M. (2004) Regional externalities and growth: evidence from European regions, Journal of Regional Science 44, 43–73. doi: 10.1111/j.1085-9489.2004.00327.x
   Web of Science ®Google Scholar
• Mankiw G., Romer D. and Weil D. (1992) A contribution to the empirics of economic growth, Quarterly Journal of Economics 107, 404–437. doi: 10.2307/2118477
   Web of Science ®Google Scholar
• Mohl P. and Hagen T. (2010) Do Structural Funds promote regional growth? New evidence from various panel data approaches, Regional Science and Urban Economics 40, 353–365. doi:10.1016/j.physletb.2003.10.071.
   Google Scholar
• Mueller P. (2007) Exploiting entrepreneurial opportunities: the impact of entrepreneurship on growth, Small Business Economics 28, 355–362. doi: 10.1007/s11187-006-9035-9
   Web of Science ®Google Scholar
• Muendler M. (2007) Trade and Workforce Changeover in Brazil. National Bureau of Economic Research (NBER) Working Papers No. 12980. NBER, Cambridge, MA.
   Google Scholar
• Nakabashi L. and Salvato M. (2007) Human capital quality in the Brazilian states, Revista ANPEC 8, 211–229.
   Google Scholar
• Naritomi J., Soares R. and Assunção J. (2009) Institutional Development and Colonial Heritage Within Brazil. Discussion Paper No. 7579. Pontifical Catholic University of Rio de Janeiro (PUC-Rio).
   Google Scholar
• Nelson R. and Phelps E. (1966) Investment in humans, technological diffusion, and economic growth, American Economic Review 56, 65–75.
   Web of Science ®Google Scholar
• Olejnik A. (2008) Using the spatial autoregressively distributed lag model in assessing the regional convergence of per-capita income in the EU25, Papers in Regional Science 87, 371–385.
   Google Scholar
• Openshaw (1984) The Modifiable Areal Unit Problem. GeoBooks, Norwich.
   Google Scholar
• Pijnenburg K. and Kholodilin K. (2012) Do regions with entrepreneurial neighbours perform better? A spatial econometric approach for German regions. Regional Studies doi:10.1080/00343404.2012.697143.
   Google Scholar
• Poschke M. (2013) Entrepreneurs out of necessity: a snapshot, Applied Economics Letters, 20, 658–663.
   Google Scholar
• Qian H. and Acs Z. (2013) An absorptive capacity theory of knowledge spillover entrepreneurship, Small Business Economics 40, 185–197. doi: 10.1007/s11187-011-9368-x
   Web of Science ®Google Scholar
• Qian H., Acs Z., Stough R. (2013) Regional system of entrepreneurship: the nexus of human capital, knowledge and new firm formation, Journal of Economic Geography 13, 559–587. doi:10.1093/jeg/lbs009.
   Google Scholar
• Ramajo J., Márquez M. A., Hewings G. J. D. and Salinas M. M. (2008) Spatial heterogeneity and interregional spillovers in the European Union: do cohesion policies encourage convergence across regions?, European Economic Review 52, 551–567. doi: 10.1016/j.euroecorev.2007.05.006
   Web of Science ®Google Scholar
• Resende G. (2011) Multiple dimensions of regional economic growth: the Brazilian case, 1991–2000, Papers in Regional Science 90, 629–662. doi: 10.1111/j.1435-5957.2010.00336.x
   Web of Science ®Google Scholar
• Rey S. J. and Montouri B. D. (1999) US regional income convergence: a spatial econometric perspective, Regional Studies 33, 143–156. doi: 10.1080/00343409950122945
   Web of Science ®Google Scholar
• Saboia J. (2000) Desconcentração industrial no Brasil nos anos 90: um enfoque regional, Pesquisa e Planejamento Econômico 30, 69–116.
   Google Scholar
• Sala-i-Martin X. (2002) 15 Years of New Growth Economics: What Have We Learnt? Economics and Business Working Paper No. 620. Universitat Pompeu Fabra.
   Google Scholar
• Schmitz H. (1995) Collective efficiency: growth path for small-scale industry, Journal of Development Studies 31, 529–566. doi: 10.1080/00220389508422377
   Web of Science ®Google Scholar
• Silveira-Neto R. and Azzoni C. R. (2006) Location and regional income disparity dynamics: the Brazilian Case, Papers in Regional Science 85, 599–613. doi: 10.1111/j.1435-5957.2006.00099.x
   Web of Science ®Google Scholar
• Solow R. (1956) A contribution to the theory of economic growth, Quarterly Journal of Economic 70, 65–94. doi: 10.2307/1884513
   Web of Science ®Google Scholar
• Solow R. (2007) The last 50 years in growth theory and the next 10, Oxford Review of Economic Policy 23, 3–14. doi: 10.1093/oxrep/grm004
   Web of Science ®Google Scholar
• Van Stel A., Carree M. and Thurik R. (2005) The effect of entrepreneurial activity on national economic growth, Small Business Economics 24, 311–321. doi: 10.1007/s11187-005-1996-6
   Web of Science ®Google Scholar
• Temple J. (1999) The new growth evidence, Journal of Economic Literature 37, 112–156. doi: 10.1257/jel.37.1.112
   Web of Science ®Google Scholar
• Wennekers S., van Stel A., Thurik R. and Reynolds P. (2005) Nascent entrepreneurship and the level of economic development, Small Business Economics 24, 293–309. doi: 10.1007/s11187-005-1994-8
   Web of Science ®Google Scholar