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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Fucape Business School
2022
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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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Rezende,Sérgio Fernando Loureiro Alves,Alysson Moreira Bicalho,Dirley dos Reis Moreira Versiani,Ângela França |
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Rezende,Sérgio Fernando Loureiro Alves,Alysson Moreira Bicalho,Dirley dos Reis Moreira Versiani,Ângela França The Network Evolution of the Internationalizing Firm |
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Rezende,Sérgio Fernando Loureiro Alves,Alysson Moreira Bicalho,Dirley dos Reis Moreira Versiani,Ângela França |
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Rezende,Sérgio Fernando Loureiro |
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The Network Evolution of the Internationalizing Firm |
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The Network Evolution of the Internationalizing Firm |
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The Network Evolution of the Internationalizing Firm |
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The Network Evolution of the Internationalizing Firm |
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The Network Evolution of the Internationalizing Firm |
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network evolution of the internationalizing firm |
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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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Fucape Business School |
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2022 |
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http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1808-23862022000200116 |
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