Determinants of inventive collaborations in Brazilian interregional and international networks

Detalhes bibliográficos
Autor(a) principal: Reis, Raquel Coelho
Data de Publicação: 2018
Outros Autores: Gonçalves, Eduardo, Taveira, Juliana Gonçalves
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista Brasileira de Inovação (Online)
Texto Completo: https://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8649987
Resumo: 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.
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spelling Determinants of inventive collaborations in Brazilian interregional and international networksDeterminantes das colaborações inventivas nas redes brasileiras de copatenteamento inter-regional e internacionalRedes de Inovação. Copatenteamento. Centralidade. ZINB. REGIC.O31O33L14R10Innovation networks. Co-patenting activity. Centrality. ZINB. REGIC.O31O33L14R10The 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.O presente artigo objetiva investigar os determinantes regionais e estruturais do número de ligações entre regiões nas redes de colaborações inventivas brasileiras. Para tanto, utilizam-se dados de copatenteamento entre inventores brasileiros e entre brasileiros e estrangeiros. Como possíveis determinantes do número de ligações, consideram-se tanto os aspectos econômicos quanto os tecnológicos e de densidade demográfica das regiões, além das estruturas de ligações dos nós nas redes. A investigação é realizada com o modelo para dados de contagem, Binomial Negativo Inflado em Zeros (ZINB). Como principais resultados, contatou-se que a formação de laços inter-regionais de patenteamento é afetada positivamente pelo número de ligações internas à região, pela escala de inventores, pelo potencial de realizar P&D empresarial e universitário e, principalmente, pelo grau de centralidade da região. No caso das redes internacionais, realizadas entre inventores brasileiros e estrangeiros, os laços são positivamente afeta os apenas por potencial de P&D, especialmente o empresarial, e grau de centralidade. Além disso, nota-se que o grau de internacionalização de uma rede afeta positivamente o estabelecimento de redes inter-regionais.Universidade Estadual de Campinas2018-07-13info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionZINBapplication/pdfhttps://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/864998710.20396/rbi.v17i2.8649987Revista Brasileira de Inovação; Vol. 17 No. 2 (2018); 287-316Revista Brasileira de Inovação; Vol. 17 Núm. 2 (2018); 287-316Revista Brasileira de Inovação; v. 17 n. 2 (2018); 287-3162178-2822reponame:Revista Brasileira de Inovação (Online)instname:Universidade Estadual de Campinas (UNICAMP)instacron:UNICAMPenghttps://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8649987/29718https://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8649987/18256Copyright (c) 2018 Revista Brasileira de Inovaçãohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessReis, Raquel CoelhoGonçalves, EduardoTaveira, Juliana Gonçalves2022-08-09T14:56:08Zoai:ojs.periodicos.sbu.unicamp.br:article/8649987Revistahttps://periodicos.sbu.unicamp.br/ojs/index.php/rbiPUBhttps://periodicos.sbu.unicamp.br/ojs/index.php/rbi/oai||rbi@ige.unicamp.br2178-28221677-2504opendoar:2022-08-09T14:56:08Revista Brasileira de Inovação (Online) - Universidade Estadual de Campinas (UNICAMP)false
dc.title.none.fl_str_mv Determinants of inventive collaborations in Brazilian interregional and international networks
Determinantes das colaborações inventivas nas redes brasileiras de copatenteamento inter-regional e internacional
title Determinants of inventive collaborations in Brazilian interregional and international networks
spellingShingle Determinants of inventive collaborations in Brazilian interregional and international networks
Reis, Raquel Coelho
Redes de Inovação. Copatenteamento. Centralidade. ZINB. REGIC.
O31
O33
L14
R10
Innovation networks. Co-patenting activity. Centrality. ZINB. REGIC.
O31
O33
L14
R10
title_short Determinants of inventive collaborations in Brazilian interregional and international networks
title_full Determinants of inventive collaborations in Brazilian interregional and international networks
title_fullStr Determinants of inventive collaborations in Brazilian interregional and international networks
title_full_unstemmed Determinants of inventive collaborations in Brazilian interregional and international networks
title_sort Determinants of inventive collaborations in Brazilian interregional and international networks
author Reis, Raquel Coelho
author_facet Reis, Raquel Coelho
Gonçalves, Eduardo
Taveira, Juliana Gonçalves
author_role author
author2 Gonçalves, Eduardo
Taveira, Juliana Gonçalves
author2_role author
author
dc.contributor.author.fl_str_mv Reis, Raquel Coelho
Gonçalves, Eduardo
Taveira, Juliana Gonçalves
dc.subject.por.fl_str_mv Redes de Inovação. Copatenteamento. Centralidade. ZINB. REGIC.
O31
O33
L14
R10
Innovation networks. Co-patenting activity. Centrality. ZINB. REGIC.
O31
O33
L14
R10
topic Redes de Inovação. Copatenteamento. Centralidade. ZINB. REGIC.
O31
O33
L14
R10
Innovation networks. Co-patenting activity. Centrality. ZINB. REGIC.
O31
O33
L14
R10
description 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.
publishDate 2018
dc.date.none.fl_str_mv 2018-07-13
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
ZINB
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8649987
10.20396/rbi.v17i2.8649987
url https://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8649987
identifier_str_mv 10.20396/rbi.v17i2.8649987
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8649987/29718
https://periodicos.sbu.unicamp.br/ojs/index.php/rbi/article/view/8649987/18256
dc.rights.driver.fl_str_mv Copyright (c) 2018 Revista Brasileira de Inovação
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2018 Revista Brasileira de Inovação
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual de Campinas
publisher.none.fl_str_mv Universidade Estadual de Campinas
dc.source.none.fl_str_mv Revista Brasileira de Inovação; Vol. 17 No. 2 (2018); 287-316
Revista Brasileira de Inovação; Vol. 17 Núm. 2 (2018); 287-316
Revista Brasileira de Inovação; v. 17 n. 2 (2018); 287-316
2178-2822
reponame:Revista Brasileira de Inovação (Online)
instname:Universidade Estadual de Campinas (UNICAMP)
instacron:UNICAMP
instname_str Universidade Estadual de Campinas (UNICAMP)
instacron_str UNICAMP
institution UNICAMP
reponame_str Revista Brasileira de Inovação (Online)
collection Revista Brasileira de Inovação (Online)
repository.name.fl_str_mv Revista Brasileira de Inovação (Online) - Universidade Estadual de Campinas (UNICAMP)
repository.mail.fl_str_mv ||rbi@ige.unicamp.br
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