The Network Evolution of the Internationalizing Firm

Abstract 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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Main Authors: Rezende,Sérgio Fernando Loureiro, Alves,Alysson Moreira, Bicalho,Dirley dos Reis Moreira, Versiani,Ângela França
Format: Digital revista
Language:English
Published: Fucape Business School 2022
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1808-23862022000200116
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spelling oai:scielo:S1808-238620220002001162022-03-17The Network Evolution of the Internationalizing FirmRezende,Sérgio Fernando LoureiroAlves,Alysson MoreiraBicalho,Dirley dos Reis MoreiraVersiani,Ângela França Internationalization network evolution power-law distribution preferential attachment Abstract 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.info:eu-repo/semantics/openAccessFucape Business SchoolBBR. Brazilian Business Review v.19 n.2 20222022-03-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1808-23862022000200116en10.15728/bbr.2021.19.2.1
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language English
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author Rezende,Sérgio Fernando Loureiro
Alves,Alysson Moreira
Bicalho,Dirley dos Reis Moreira
Versiani,Ângela França
spellingShingle Rezende,Sérgio Fernando Loureiro
Alves,Alysson Moreira
Bicalho,Dirley dos Reis Moreira
Versiani,Ângela França
The Network Evolution of the Internationalizing Firm
author_facet Rezende,Sérgio Fernando Loureiro
Alves,Alysson Moreira
Bicalho,Dirley dos Reis Moreira
Versiani,Ângela França
author_sort Rezende,Sérgio Fernando Loureiro
title The Network Evolution of the Internationalizing Firm
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 network evolution of the internationalizing firm
description Abstract 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.
publisher Fucape Business School
publishDate 2022
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1808-23862022000200116
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