Banner Portal
Determinants of inventive collaborations in Brazilian interregional and international networks
PDF Acesso via SciELO
PDF

Keywords

Innovation networks. Co-patenting activity. Centrality. ZINB. REGIC.

How to Cite

REIS, Raquel Coelho; GONÇALVES, Eduardo; TAVEIRA, Juliana Gonçalves. Determinants of inventive collaborations in Brazilian interregional and international networks. Revista Brasileira de Inovação, Campinas, SP, v. 17, n. 2, p. 287–316, 2018. DOI: 10.20396/rbi.v17i2.8649987. Disponível em: https://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8649987. Acesso em: 27 jul. 2024.

Abstract

The paper investigates the regional and structural determinants of the links in social networks of inventive collaboration among regions in Brazil. In order to do this, we make use of a patent applications database that registers collaborations among Brazilian inventors and Brazilian and foreign inventors. As possible determinants of the links in Brazilian co-patenting networks, we take into account variables that capture economic, technological, and demographic density aspects of Brazilian regions, as well as the topology structures of the nodes in the networks. The approach considers the Zero-inflated negative binomial (ZINB) model, which considers the absolute number of interregional links among inventors from different regions. The formation of interregional patenting links was found to have been positively affected by the number of internal links to the region, by the number of inventors, by university and business R&D capacity, and mainly by the degree of centrality of the region. In the case of international networks formed between Brazilian and foreign inventors, the links are positively affected only by R&D capacity, especially industrial, and by the degree of centrality. In addition, the degree of internationalization of a network seems to positively affect the establishment of interregional networks.

https://doi.org/10.20396/rbi.v17i2.8649987
PDF Acesso via SciELO
PDF

References

AGRAWAL, A.; COCKBURN, I.; MCHALE, J. Gone but not forgotten: knowledge flows, labor mobility, and enduring social relationships. Journal of Economic Geography, v. 6, n.5, p. 571–591, 2006.

ANSELIN, L.; VARGA, A.; ACS, Z. Local geographic spillovers between university research and high technology innovations. Journal of Urban Economics, v. 42, n. 3, p. 422-448, 1997.

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.

ARAUJO, V. de C.; GARCIA, R. Local determinants of innovation and spatial dependence - A spatial Tobit model applied to Brazilian micro-regions. In: Encontro Nacional de Centros de Pós-graduação em Economia, Foz do Iguaçu, 2016. Anais, n. 161, 2016.

AUDRETSCH, B. Agglomeration and the location of innovative activity. Oxford review of economic policy, v. 14, n. 2, p. 18-29, 1998.

BARABÁSI, A. L.; ALBERT, R. Emergence of scaling in random networks, Science, v. 286, n.5439, p. 509–512, 1999.

BATHELT H.; MALMBERG A.; MASKELL P. Clusters and knowledge: local buzz, global pipelines and the process of knowledge creation. Progress in Human Geography, v. 28, n.1, p. 31–56, 2004.

BOSCHMA, R. Proximity and innovation: a critical assessment. Regional Studies, v. 39, p. 61-74, 2005.

BETTENCOURT, L. M.; LOBO J.; STRUMSKY, D. Invention in the city: Increasing returns to patenting as a scaling function of metropolitan size. Research Policy, v. 36, n.1, p. 107-120, 2007.

BETTENCOURT, L.; LOBO, J.; HELBING, D.; KÜHNERT, C; WEST, G. B. Growth, innovation, scaling, and the pace of life in cities. Proceedings of the National Academy of Sciences of the United States of America, v.104, n. 17, p. 7301–7306, 2007.

BRESCHI, S; CATALINI, C. Tracing the links between science and technology: An exploratory analysis of scientists’ and inventors’ networks. Research Policy, v. 39, n. 1, p. 14-26, 2010.

BRESCHI S.; LISSONI F. Mobility of skilled workers and co-invention networks: an anatomy of localized knowledge flows. Journal of Economic Geography, v. 9, n.4, p. 439–468, 2009.

BURT, R. S.; TALMUD, L. Market niche, Social Network, v. 15, n. 2, p. 133–149, 1993.

CAPALDO, A. Network structure and innovation: The leveraging of a dual network as a distinctive relational capability. Strategic management journal, v. 28, n. 6, p. 585-608, 2007.

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.

CARVALHO, J. R.; LAVOR, S. C. Repeat property criminal victimization and income inequality in Brazil. Revista Economia, 2008.

CASSI, L., PLUNKET, A. Research collaboration in co-inventor networks: combining closure, bridging and proximities. Regional Studies, v. 49, 936–954, 2015.

COOKE, P.; URANGA, M. G.; ETXEBARRIA, G. Regional innovation systems: Institutional and organisational dimensions. Research policy, v. 26, n. 4-5, p. 475-491, 1997.

COOKE P. Regional innovation systems: general findings and some new evidence from biotechnology clusters. The Journal of Technology Transfer, v. 27, n. 1, p. 133–145, 2002.

EBEL, H.; MIELSCH, L; BORNHOLDT, S. Scale-free topology of e-mail networks, Physical Review, v 66, n. 3, 2002.

ERNST, D. Network transactions, market structure and technology diffusion: implications for south-south cooperation. In: MYTELKA, L.K. (Ed.), South-south co-operation in a global perspective. Paris: OECD, p.89- 124, 1994.

FISCHER, M. M.; VARGA, A. Spatial knowledge spillovers and university research. The Annals of Regional Science, v. 37 n. 2, p. 303–322, 2003.

GILSING, V.; NOOTEBOOM, B.; VANHAVERBEKE, W.; DUYSTERS, G; OORD, A. V. D. Network embeddedness and the exploration of novel technologies: technological distance, betweenness centrality and density. Research Policy, v. 37, n. 10, p. 1717–1731, 2008.

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

GONÇALVES, E.; ALMEIDA, E. S. Innovation and Spatial Knowledge Spillovers: Evidence from Brazilian Patent Data. Regional Studies, v. 43, p. 513–528, 2009.

GRANOVETTER M. S. The strength of weak ties. American journal of sociology, v.78, n. 6, p.1360–1 380, 1973.

GRANOVETTER, M. Economic action and social structure: the problem of embeddedness. The American Journal of Sociology. v. 91, n. 3, p. 481–510, 1985.

GRANOVETTER M. The impact of social structure on economic outcomes. The Journal of Economic Perspectives, v. 19, n. 1, p. 33–50, 2005.

GRILLITSCH, M.; NILSSON, M. Innovation in peripheral regions: do collaborations compensate for a lack of local knowledge spillovers. The Annals of Regional Science, v.54, n.1, p. 299-321, 2015.

GUAN, J.; ZHANG, J.; YAN, Y. The impact of multilevel networks on innovation. Research Policy, v. 44, n. 3, p. 545-559, 2015.

HE, J.; FALLAH, M. H. Dynamics of Inventor Networks and the Evolution of Technology Clusters. International Journal of Urban and Regional Research, v.38, n.6, p. 2174-2200, 2014.

HERSTAD, S. J.; ASLESEN, H. W.; EBERSBERGER, B. On Industrial Knowledge Bases, Commercial Opportunities and Global Innovation Network Linkages. Research Policy, v. 43, n. 3, p. 495-504, 2014.

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

JAFFE, A. B.; TRAJTENBERG, M.; HENDERSON, R. Geographic localization of knowledge spillovers as evidenced by patent citations. The Quarterly Journal of Economics, v. 108, n.3, p. 577- 598, 1993.

KELLER, W. International trade, foreign direct investment, and technology spillovers. In: HALL, B. H., ROSENBERG, N. (Eds.), Handbook of the Economics of Innovation, v. 2, p. 793-829. Amsterdam: Elsevier, 2010.

KNOBEN J.; OERLEMANS L. A. G. Proximity and inter organizational collaboration: a literature review. International Journal of Management Reviews, v. 8, n. 2; p. 71–89, 2006.

LIST, F. National System of Political Economy. JB Lippincott & Company, Philadelphia, 1941.

LOBO, J.; STRUMSKY, D. Metropolitan patenting, inventor agglomeration and social networks: a tale of two effects. Journal of Urban Economics, v. 63, n. 3, p. 871–884, 2008.

MAGGIONI, M. A.; UBERTI, T. E.: Inter-regional knowledge flows in Europe: an econometric analysis. In: FREKEN, K. (ed.) Applied Evolutionary Economics and Economic Geography, p. 230–255. Edward Elgar Publishing, Cheltenham, 2007.

MATOS, R. E. S. A contribuição dos imigrantes em áreas de desconcentração demográfica do Brasil contemporâneo. Revista Brasileira de Estudos de População, Campinas, v.19, n.1, p.49-72, 2002.

MATOS, R.; BRAGA, F. Migração e Rede Urbana: procedências e inserção ocupacional. XIII Encontro Nacional de Estudos Populacionais, Ouro Preto, 2002.

MIGUELÉZ, E.; MORENO, R. Research networks and inventors' mobility as drivers of innovation: evidence from Europe. Regional Studies, v.47, n.10, p. 1668-1685, 2013.

MORENO, R.; PACI, R.; USAI, S. Geographical and sectoral clusters of innovation in Europe. The Annals of Regional Science, v. 39, n. 4, p. 715-739, 2005.

MORENO, R.; PACI, R.; USAI, S. Spatial spillovers and innovation activity in European regions. Environment and Planning A, v. 37, n.10, p. 1793-1812, 2005.

MARROCU, E.; PACI, R.; USAI, S. Proximity, networking and knowledge production in Europe: What lessons for innovation policy? Technological Forecasting and Social Change. v.80 n.8, p. 1484-1498, 2013.

PEREIRA, F. M.; LEMOS, M. B. Cidades médias brasileiras: características e dinâmicas urbano-industriais. Repositório do Conhecimento do IPEA. Pesquisa e Planejamento Econômico - PPE, v.33, n.1, 2003. Disponível em: http://repositorio.ipea.gov.br/bitstream/11058/4099/1/PPE_v33_n01_Cidades.pdf. Acesso em: 25 de Maio de 2016.

PONDS, R., OORT, F. V.; FRENKEN, K. Innovation, spillovers and university–industry collaboration: an extended knowledge production function approach. Journal of Economic Geography, v. 10, n. 2, p. 231-255, 2010.

POOT, T.; FAEMS, D.; VANHAVERBEKE, W. I. N. Toward a dynamic perspective on open innovation: A longitudinal assessment of the adoption of internal and external innovation strategies in the Netherlands. International Journal of Innovation Management, v. 13, n. 2, p. 177-200, 2009.

POWELL, W. W.; GIANNELLA, E. Collective invention and inventor networks. Handbook of the Economics of Innovation, v.1, 575-605, 2010.

POWELL W. W., KOPUT K W, SMITH D. L. Inter organizational collaboration and the locus of innovation: networks of learning in biotechnology. Administrative Science Quarterly, v. 41, n 1, p. 116–145, 1996.

POWELL, W. W; OWEN-SMITH, J. Knowledge networks as channels and conduits: The effects of spillovers in the Boston biotechnology community. Organization science, v. 15, n.1, p. 5-21, 2004.

ROTHWELL, R.; FREEMAN, C.; HORLSEY, A.; JERVIS, V. T. P.; ROBERTSON, A. B.; TOWNSEND, J. Updated – project SAPPHO phase II. Research Policy, v. 3, n.3, p. 258-291, 1974.

ROXENHALL, T. Network structure and innovation in strategic innovation networks. International Journal of Innovation Management, v. 17, n. 02, 2013.

SEN, P; DASGUPTA, S.; CHATTERJEE, A.; SREERAN, P. A.; MUKHERJEE, G.; MANNA, S. S. Small-world network properties of the Indian railway network. Physical Review, v 67, n.3, 2003.

SINGH, J.; FLEMING, L. Lone inventors as sources of breakthroughs: Myth or reality? Management Science, v. 56, n. 1, p. 41-56, 2010.

STORPER, M.; VENABLES, A. J. Buzz: face-to-face contact and the urban economy. Journal of Economic Geography, v. 4, n. 4, p. 351-370, 2004.

VIOTTI, E. B. Passive and active national learning systems. 1997. 310f. tese. (Doutorado em Política e Ciência Social). New School for Social Research, [s.l] 1997.

VUONG, Q. H. Likelihood ratio tests for model selection and non-nested hypotheses. Econometrica, v. 57, n. 2, p. 307-333, 1989.

WASSERMAN, S.; FAUST, K. Social network analysis: Methods and applications. v. 8. Structural Analysis in the social sciences. Cambridge university press, Cambrigde: UK. 1994.

WU, J. "Technological collaboration in product innovation: The role of market competition and sectoral technological intensity." Research Policy, v. 41 n.2, 489-496, 2012.

ZANIBONI, N.; MONTINI, A. Modelos de Poisson inflado de zeros e binomial negativo inflado de zeros na previsão de sinistro de automóveis. Revista Economia & Gestão, v. 15, n. 41, p. 159-180, 2015.

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright (c) 2018 Revista Brasileira de Inovação

Downloads

Download data is not yet available.