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Hierarchy and concentration in Brazilian regional distribution of inventions by types of technologies
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Keywords

Urban Hierarchy. Concentration. Patents. Inventive Regions. Brazil

How to Cite

RODRIGUEZ, Rodrigo Siqueira; GONÇALVES, Eduardo. Hierarchy and concentration in Brazilian regional distribution of inventions by types of technologies. Revista Brasileira de Inovação, Campinas, SP, v. 16, n. 2, p. 225–266, 2017. DOI: 10.20396/rbi.v16i2.8650107. Disponível em: https://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8650107. Acesso em: 16 aug. 2024.

Abstract

This article aims to propose a classification of Brazilian regions according to their technological skills. These are identified by technological classes, according to the International Patent Classification -IPC stemming from BADEPI/INPI for the period 2000-2011. The classification is based on three indicators: Zipf, Gini and Moran’s I (global and local) coefficients. Results indicate that the degree of hierarchy and concentration in Brazilian regions are smaller in technologies of chemistry food, mechanical and civil engineering, as such technologies are also present in less central regions. In contrast, technologies of electrical engineering and telecommunications, biological and nanotechnologies present a greater degree of hierarchy and concentration, mainly located in São Paulo, Campinas and Rio de Janeiro. Clustering patterns indicate the existence of positive spatial association of these technologies in the Southeast and South regions of Brazil, particularly in the state capitals and Campinas region.
https://doi.org/10.20396/rbi.v16i2.8650107
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References

ACS, Z. J.; ANSELIN, L.; VARGA, A. Patents and innovation counts as measures of regional production of new knowledge. Research Policy, v. 31, n. 7, p. 1069-1085, 2002.

ALBUQUERQUE, E. da M. Domestic patents and developing countries: arguments for their study and data from Brazil (1980-1995). Research Policy, v. 29, n. 9, p. 1047-1060, 2000.

ANSELIN, L. Spatial econometrics: methods and models. Springer Science & Business Media, 1988.

ANSELIN, L. Local indicators of spatial association – LISA. Geographical Analysis, v. 27, n. 2, p. 93-115, 1995.

ARAÚJO, V. de C. Dimensão local da inovação no Brasil: determinantes e efeitos de proximidade. 2014. 188 f. Tese (Doutorado em Engenharia de Produção) – Escola Politécnica, Universidade de São Paulo, São Paulo, 2014.

ARAÚJO, V. de C.; GARCIA, R. Local determinants of innovation and spatial dependence – A Spatial Tobit model applied to Brazilian Micro-regions. In: 42° ENCONTRO NACIONAL DE ECONOMIA. Anais... Natal: Anpec, 2014.

ARAÚJO, B. C.; CAVALCANTE, L. R.; ALVES, P. Variáveis proxy para os gastos empresariais em inovação com base no pessoal ocupado técnico-científico disponível na Relação Anual de Informações Sociais (RAIS). Radar: tecnologia, produção e comércio exterior, v. 5, p. 16-21, 2009.

AUDRETSCH, D. B.; FELDMAN, M. P. R&D spillovers and the geography of innovation and production. The American Economic Review, v. 86, n. 3, p. 630-640, 1996.

AUDRETSCH, D. B.; STEPHAN, P. E. Company-scientist locational links: the case of biotechnology. The American Economic Review, v. 86,n. 3, p. 641-652, 1996.

BARCELOS, V; et al. The use of intellectual property in Brazil. World Intellectual Property Organization, 2014 (Economic Research Working Paper, n. 23).

BAUMONT, C.; ERTUR, C.; GALLO, J. Spatial analysis of employment and population density: the case of the agglomeration of Dijon 1999. Geographical Analysis, v. 36, n. 2, p. 146-176, 2004.

CARLINO, G. A., CHATTERJEE, S.; HUNT, R. M. Urban density and the rate of invention. Journal of Urban Economics, v. 61, n. 3, p. 389-419, 2007.

CARLINO, G,; KERR, W, R. Agglomeration and innovation. National Bureau of Economic Research, 2014.

CEH, B. Regional innovation potential in the United States: evidence of spatial transformation. Papers in Regional Science, v. 80, n, 3, p. 297-316, 2001.

CHRISTALLER, W. Central places in southern Germany. Englewood Cliffs, NJ: Prentice-Hall, 1966.

DINIZ, C. C.; GONÇALVES, E. Economia do conhecimento e desenvolvimento regional no Brasil. In: DINIZ, C. C.; LEMOS, M. B. (Org.). Economia e território. 1. ed. Belo Horizonte: UFMG, 2005. p. 131-170.

EUROSTAT. High-tech industry and knowledge intensive services (htec). 2016. Disponível em http://ec.europa.eu/eurostat/cache/metadata/DE/htec_esms.htm. Acesso em: 12 set. 2016.

FELDMAN, M. P. The new economics of innovation, spillovers and agglomeration: a review of empirical studies. Economics of Innovation and New Technology, v. 8, n. 1-2, p. 5-25, 1999.

FELDMAN, M. P.; FLORIDA, R. The geographic sources of innovation: technological infrastructure and product innovation in the United States. Annals of the Association of American Geographers, v. 84, n. 2, p. 210-229, 1994.

FUJITA, M.; KRUGMAN, P. R.; VENABLES, A. J. The spatial economy: cities, regions, and international trade. Cambridge, MA, London, England: MIT Press, 2001.

GARCIA, R. Geografia da inovação. In: RAPINI, M. S.; SILVA, L. A.; ALBUQUERQUE, E. da M. (Org.). Economia da ciência, tecnologia e inovação. População e Economia (UFMG), 2016.

GLAESER E. L.; KALLAL, H. D.; SCHEINKMAN, J. A.; SHLEIFER, A. Growth in cities. Journal of Political Economy, v. 100, n. 6, p. 1126-1152, 1992.

GÓIS SOBRINHO, E. M. G.; AZZONI, C. R. Potencial inovativo da indústria nas regiões brasileiras. Revista Brasileira de Inovação, v. 15, n. 2, p. 275-304, jul./dez. 2016.

GONÇALVES, E. O padrão espacial da atividade inovadora brasileira: uma análise exploratória. Estudos Econômicos (São Paulo), v. 37, n. 2, p. 405-433, 2007.

GONÇALVES, E.; ALMEIDA, E. Innovation and spatial knowledge spillovers: evidence from Brazilian patent data. Regional Studies, v. 43, n. 4, p. 513-528, 2009.

GONÇALVES, E.; LEMOS, M, B,; NEGRI, J, A, de. The role of firm and territory in innovative activities in Brazilian post-opening economy. Economia Aplicada, v. 15, n. 1, p. 103-130, 2011.

GUERRIERO, V. Power law distribution: method of multi-scale inferential statistics. Journal of Modern Mathematics Frontier, v. 1,n. 1, p. 21-28, 2012.

HIGGS, R. American inventiveness, 1870-1920. The Journal of Political Economy, v. 79, n. 3, p. 661-667, 1971.

HOLMES, T. J.; LEE, S. Cities as six-by-six-mile squares: Zipf ’s law? Agglomeration Economics. Chicago, IL: University of Chicago Press, 2010. p. 105-131.

HSU, W.‐T. Central place theory and city size distribution. The Economic Journal, v. 122, n. 563, p. 903-932, 2012.

IBGE – Instituto Brasileiro de Geografia e Estatística. Regiões de influência das cidades 2007. Rio de Janeiro, 2008.

IBGE – Instituto Brasileiro de Geografia e Estatística. Divisão urbano-regional. Rio de Janeiro, 2013.

IBGE – Instituto Brasileiro de Geografia e Estatística. Arranjos populacionais e concentrações urbanas no Brasil. Rio de Janeiro, 2015.

JAFFE, A. B. Real effects of academic research. The American Economic Review, v. 79, n. 5, p. 957-970, 1989.

JAFFE, A.; TRAJTENBERG, M. HENDERSON, R. M.; Geographic localization of knowledge spillovers as evidenced by patent citations. The Quarterly Journal of Economics, v. 108, n. 3, p. 578-598, 1993.

JOHANSSON, B. Generation and diffusion of innovation. In: FISCHER, M. M. Handbook of regional science. Heidelberg: Springer, 2014.

KRUGMAN, P. R. Geography and trade. Cambridge, MA: MIT Press, 1991.

LE GALLO, J.; CHASCO, C. Spatial analysis of urban growth in Spain, 1900-2001. Empirical Economics, v. 34, n. 1, p. 59-80, 2008.

LEMOS, M. B.; CAMPOS, B.; BIAZI, E.; SANTOS, F. Capacitação tecnológica e catching up: o caso das regiões metropolitanas emergentes brasileiras. Revista de Economia Política, v. 26, n. 1, p. 95-118, 2006.

LESAGE, J. P. Spatial econometrics. Regional research institute. Morgantown,WV: West Virginia Univ., 1999.

MALISZEWSKI, P. J.; HUALLACHAIN, B. O. Hierarchy and concentration in the American urban system of technological advance. Papers in Regional Science, v. 91, n. 4, p. 743-758, 2012.

MARSHALL, A. Princípios de economia. São Paulo: Nova Cultural, 1983 (Os Economistas).

MASCARINI, S. Fatores territoriais da inovação: uma análise empírica das relações entre os insumos inovativos e os resultados da inovação aplicada às microrregiões paulistas. Dissertação (Mestrado) – Instituto de Geociências – Universidade Estadual de Campinas – Unicamp, Campinas, 2012.

MCCANN, P.. Schools of thought on economic geography, institutions, and development. In: FISCHER, M. M. Handbook of regional science. Heidelberg: Springer, 2014.

MONTENEGRO, R. L.; GONÇALVES, E.; ALMEIDA, E. Dinâmica espacial e temporal da inovação no estado de São Paulo: uma análise das externalidades de diversificação e especialização. Estudos Econômicos (São Paulo), v. 41, n. 4, p. 743-776, 2011.

MORENO, R.; PACI, R.; USAI, S. Spatial spillovers and innovation activity in European regions. Environment and Planning A, v. 37, p. 1793-1812, 2005.

MUKIM, M. Does agglomeration boost innovation? An econometric evaluation. Spatial Economic Analysis, v. 7, n. 3, p. 357-380, 2012.

MULLIGAN, G. F. Agglomeration and central place theory: a review of the literature. International Regional Science Review, v. 9, n. 1, p. 1-42, 1984.

NAKAMURA, R.; PAUL, C. J. M. Measuring agglomeration. In: CAPELLO, R.; NIJKAMP, P. (Ed.). Handbook of regional growth and development theories. Cheltenham, UK; Northampton, MA: Edward Elgar Publishing, 2010.

NEWMAN, M. E. J. Power laws, Pareto distributions and Zipf ’s law. Contemporary Physics, v. 46, n. 5, p. 323-351, 2005.

OHLIN, B. International and interregional trade. Harvard Economic Studies, Cambridge, MA: Harvard University Press, 1933.

O’HUALLACHÁIN, B. Patent places: size matters. Journal of Regional Science, v. 39, n. 4, p. 613-636, 1999.

RUIZ, R. M. Estruturas urbanas comparadas: Estados Unidos e Brasil. Estudos Econômicos (São Paulo), v. 35, n. 4, p. 715-737, 2005.

SCHMOCH, U. Concept of a technology classification for country comparisons. Final report to the world intellectual property organization (WIPO). WIPO, 2008.

SIMÕES, R. F. et al. Centralidades e hierarquia urbana em Minas Gerais: uma visão prospectiva. In: XIV SEMINÁRIO SOBRE A ECONOMIA MINEIRA. Anais... Belo Horizonte: Cedeplar, Universidade Federal de Minas Gerais, 2010.

SIMMIE, J. Innovative cities. New York: Routledge, 2003a.

SIMMIE, J. Innovation and urban regions as national and international nodes for the transfer and sharing of knowledge. Regional Studies, v. 37, n. 6-7, p. 607-620, 2003b.

SUZIGAN, W.; FURTADO, J.; GARCIA, R.; SAMPAIO, S. E. K. Inovação e conhecimento: indicadores regionalizados e aplicação a São Paulo. Revista de Economia Contemporânea, v. 10, n. 2, p. 323-356, 2006.

WIPO – World International Pattent Office. International Patent Classification (IPC). Disponível em: http://www.wipo.int/classifications/ipc/en/. Acesso em: 16 jun. 2015.

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