Determinants of inventive collaborations in Brazilian interregional and international networks
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , |
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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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 |
_version_ |
1809464309448704000 |