The Network Evolution of the Internationalizing Firm

Detalhes bibliográficos
Autor(a) principal: Rezende, Sérgio
Data de Publicação: 2022
Outros Autores: Alves, Alysson, Bicalho, Dirley, Versiani, Ângela
Tipo de documento: Artigo
Idioma: eng
por
Título da fonte: BBR. Brazilian Business Review (English edition. Online)
Texto Completo: http://www.bbronline.com.br/index.php/bbr/article/view/695
Resumo: This paper analyses the network evolution of the internationalizing firm, focusing on a generative mechanism called preferential attachment. Preferential attachment means that more connected actors are likely to form more relationships. This paper uses longitudinal quantitative data of a single case of the internationalization of an American multinational firm’s operational division in the Brazilian market. The data analysis is based on Clauset et al.’s (2009) computational algorithm and PAFit, a new statistical method. The aim is to identify the extent to which the network evolution follows a power-law distribution and the degree to which preferential attachment affects the network evolution. It finds that the network evolution of the internationalizing firm follows a power-law distribution. It is affected by a sub-linear form of preferential attachment. Few actors accumulate a disproportionally high number of relationships. The preferential attachment does not homogeneously manifest itself in the network evolution. It has a strong effect on the network onset. This paper contributes by advancing a relational, process-based approach to the internationalization of the firm. It shows that the network evolution of the internationalizing firm grows over time and becomes sparser. More connected actors form hubs, meaning increased status, more power and resources.
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spelling The Network Evolution of the Internationalizing FirmA Evolução da Rede na Internacionalização da FirmaInternationalizationNetwork EvolutionPower-law DistributionPreferential AttachmentInternacionalizaçãoEvolução da RedeDistribuição de Lei de PotênciaLigação PreferencialThis paper analyses the network evolution of the internationalizing firm, focusing on a generative mechanism called preferential attachment. Preferential attachment means that more connected actors are likely to form more relationships. This paper uses longitudinal quantitative data of a single case of the internationalization of an American multinational firm’s operational division in the Brazilian market. The data analysis is based on Clauset et al.’s (2009) computational algorithm and PAFit, a new statistical method. The aim is to identify the extent to which the network evolution follows a power-law distribution and the degree to which preferential attachment affects the network evolution. It finds that the network evolution of the internationalizing firm follows a power-law distribution. It is affected by a sub-linear form of preferential attachment. Few actors accumulate a disproportionally high number of relationships. The preferential attachment does not homogeneously manifest itself in the network evolution. It has a strong effect on the network onset. This paper contributes by advancing a relational, process-based approach to the internationalization of the firm. It shows that the network evolution of the internationalizing firm grows over time and becomes sparser. More connected actors form hubs, meaning increased status, more power and resources.Este artigo analisa a evolução na rede na internacionalização da firma enfatizando o mecanismo generativo ligação preferencial. Ligação preferencial significa que os atores mais conectados tendem a formar um maior número de relacionamentos. O artigo utiliza dados quantitativos longitudinais de um caso único, representado pela internacionalização de uma divisão operacional de uma firma multinacional norte-americana no mercado brasileiro. A análise de dados é baseada no algoritmo computacional de Clauset et al. (2009) e no PAFit, um novo método estatístico. O objetivo é identificar até que ponto a evolução da rede segue uma distribuição de lei de potência e o grau em que a ligação preferencial afeta a evolução da rede. Os resultados indicam que a evolução da rede na internacionalização da firma segue uma distribuição de lei de potência. Tal evolução é afetada pela forma sublinear de ligação preferencial. Poucos atores acumulam desproporcionalmente um elevado número de relacionamentos. A ligação preferencial não se manifesta homogeneamente na evolução da rede. Ela tem um efeito mais forte no início da rede. Este artigo contribui ao avançar uma abordagem relacional e baseada em processo da internacionalização da firma. Ele mostra que a evolução da rede na internacionalização da firma indica uma rede maior e mais esparsa ao longo do tempo. Os atores mais conectados formam hubs, sinalizando mais status, poder e recursos.FUCAPE Business Shool2022-02-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPeer-reviewed ArticleArtigo revisado pelos paresapplication/pdfapplication/pdfhttp://www.bbronline.com.br/index.php/bbr/article/view/69510.15728/bbr.2021.19.2.1Brazilian Business Review; Vol. 19 No. 2 (2022): Vol. 19 No. 2 (2022): March to April 2022; 116-132Brazilian Business Review; v. 19 n. 2 (2022): Vol. 19 No. 2 (2022): Março a Abril 2022; 116-1321808-23861807-734Xreponame:BBR. Brazilian Business Review (English edition. Online)instname:Fucape Business School (FBS)instacron:FBSengporhttp://www.bbronline.com.br/index.php/bbr/article/view/695/1039http://www.bbronline.com.br/index.php/bbr/article/view/695/1040Copyright (c) 2019 Brazilian Business Reviewhttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessRezende, SérgioAlves, AlyssonBicalho, DirleyVersiani, Ângela2022-05-10T12:07:07Zoai:ojs.pkp.sfu.ca:article/695Revistahttps://www.bbronline.com.br/index.php/bbr/indexONGhttp://www.bbronline.com.br/index.php/bbr/oai|| bbronline@bbronline.com.br1808-23861808-2386opendoar:2022-05-10T12:07:07BBR. Brazilian Business Review (English edition. Online) - Fucape Business School (FBS)false
dc.title.none.fl_str_mv The Network Evolution of the Internationalizing Firm
A Evolução da Rede na Internacionalização da Firma
title The Network Evolution of the Internationalizing Firm
spellingShingle The Network Evolution of the Internationalizing Firm
Rezende, Sérgio
Internationalization
Network Evolution
Power-law Distribution
Preferential Attachment
Internacionalização
Evolução da Rede
Distribuição de Lei de Potência
Ligação Preferencial
title_short The Network Evolution of the Internationalizing Firm
title_full The Network Evolution of the Internationalizing Firm
title_fullStr The Network Evolution of the Internationalizing Firm
title_full_unstemmed The Network Evolution of the Internationalizing Firm
title_sort The Network Evolution of the Internationalizing Firm
author Rezende, Sérgio
author_facet Rezende, Sérgio
Alves, Alysson
Bicalho, Dirley
Versiani, Ângela
author_role author
author2 Alves, Alysson
Bicalho, Dirley
Versiani, Ângela
author2_role author
author
author
dc.contributor.author.fl_str_mv Rezende, Sérgio
Alves, Alysson
Bicalho, Dirley
Versiani, Ângela
dc.subject.por.fl_str_mv Internationalization
Network Evolution
Power-law Distribution
Preferential Attachment
Internacionalização
Evolução da Rede
Distribuição de Lei de Potência
Ligação Preferencial
topic Internationalization
Network Evolution
Power-law Distribution
Preferential Attachment
Internacionalização
Evolução da Rede
Distribuição de Lei de Potência
Ligação Preferencial
description This paper analyses the network evolution of the internationalizing firm, focusing on a generative mechanism called preferential attachment. Preferential attachment means that more connected actors are likely to form more relationships. This paper uses longitudinal quantitative data of a single case of the internationalization of an American multinational firm’s operational division in the Brazilian market. The data analysis is based on Clauset et al.’s (2009) computational algorithm and PAFit, a new statistical method. The aim is to identify the extent to which the network evolution follows a power-law distribution and the degree to which preferential attachment affects the network evolution. It finds that the network evolution of the internationalizing firm follows a power-law distribution. It is affected by a sub-linear form of preferential attachment. Few actors accumulate a disproportionally high number of relationships. The preferential attachment does not homogeneously manifest itself in the network evolution. It has a strong effect on the network onset. This paper contributes by advancing a relational, process-based approach to the internationalization of the firm. It shows that the network evolution of the internationalizing firm grows over time and becomes sparser. More connected actors form hubs, meaning increased status, more power and resources.
publishDate 2022
dc.date.none.fl_str_mv 2022-02-08
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
Artigo revisado pelos pares
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.bbronline.com.br/index.php/bbr/article/view/695
10.15728/bbr.2021.19.2.1
url http://www.bbronline.com.br/index.php/bbr/article/view/695
identifier_str_mv 10.15728/bbr.2021.19.2.1
dc.language.iso.fl_str_mv eng
por
language eng
por
dc.relation.none.fl_str_mv http://www.bbronline.com.br/index.php/bbr/article/view/695/1039
http://www.bbronline.com.br/index.php/bbr/article/view/695/1040
dc.rights.driver.fl_str_mv Copyright (c) 2019 Brazilian Business Review
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Brazilian Business Review
http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv FUCAPE Business Shool
publisher.none.fl_str_mv FUCAPE Business Shool
dc.source.none.fl_str_mv Brazilian Business Review; Vol. 19 No. 2 (2022): Vol. 19 No. 2 (2022): March to April 2022; 116-132
Brazilian Business Review; v. 19 n. 2 (2022): Vol. 19 No. 2 (2022): Março a Abril 2022; 116-132
1808-2386
1807-734X
reponame:BBR. Brazilian Business Review (English edition. Online)
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