Measuring structural upgrading: applying principal component analysis in a global value chain framework

Detalhes bibliográficos
Autor(a) principal: Costa, Kaio Vital da
Data de Publicação: 2022
Tipo de documento: Artigo
Idioma: por
Título da fonte: Nova Economia (Online)
Texto Completo: https://revistas.face.ufmg.br/index.php/novaeconomia/article/view/6960
Resumo: Abstract The main objective of the article is to analyze, based on the analysis of principal components and data grouping, the relationship between structural upgrading indicators and the inclusion of those countries in the GVCs for a group of 43 countries. To achieve this objective, the study builds six upgrading indicators in three dimensions: product, process and functional. In addition to these six indicators, the study uses an indicator that measures the complexity of countries' productive structures. The results show that structural complexity has a positive and statistically significant relationship with the share of wages in income, and more capital-intensive countries also have higher levels of labor productivity and employment associated with exports. The study also shows a diversity of development patterns related to participation in GVCs and the structural upgrading process Keywords: global value chains; industrial upgrading; input-output analysis. JEL Codes: F14; O14; C67
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spelling Measuring structural upgrading: applying principal component analysis in a global value chain framework Medindo upgrading estrutural: uma análise a partir de componentes principaisAbstract The main objective of the article is to analyze, based on the analysis of principal components and data grouping, the relationship between structural upgrading indicators and the inclusion of those countries in the GVCs for a group of 43 countries. To achieve this objective, the study builds six upgrading indicators in three dimensions: product, process and functional. In addition to these six indicators, the study uses an indicator that measures the complexity of countries' productive structures. The results show that structural complexity has a positive and statistically significant relationship with the share of wages in income, and more capital-intensive countries also have higher levels of labor productivity and employment associated with exports. The study also shows a diversity of development patterns related to participation in GVCs and the structural upgrading process Keywords: global value chains; industrial upgrading; input-output analysis. JEL Codes: F14; O14; C67Resumo O objetivo geral do artigo é investigar, a partir da análise de componentes principais e agrupamento de dados, a relação entre os indicadores de upgrading estrutural e a inserção daqueles países nas CGVs para um grupo de 43 países. Para a realização desse objetivo, o estudo constrói seis indicadores de upgrading em três dimensões: produto, processo e funcional. Além desses seis indicadores, o estudo utiliza um indicador que mede a complexidade das estruturas produtivas dos países. Os resultados mostram que a complexidade estrutural possui uma relação positiva e estatisticamente significativa com a participação dos salários na renda, e países mais intensivos em capital também apresentam maiores níveis de produtividade do trabalho e emprego associados às exportações. O estudo mostra ainda uma diversidade de padrões de desenvolvimento relacionados à participação nas CGVs e ao processo de upgrading estrutural.   Palavras-chave: cadeias globais de valor; upgrading industrial; insumo-produto. Códigos JEL: F14; O14; C67Departamento de Ciências Econômicas da UFMG2022-06-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistas.face.ufmg.br/index.php/novaeconomia/article/view/6960Nova Economia; Vol. 32 No. 2 (2022): Revista Nova Economia - Edição V ENEI: Inovação, Sustentabilidade e Pandemia; 329-357Nova Economia; v. 32 n. 2 (2022): Revista Nova Economia - Edição V ENEI: Inovação, Sustentabilidade e Pandemia; 329-3571980-53810103-6351reponame:Nova Economia (Online)instname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGporhttps://revistas.face.ufmg.br/index.php/novaeconomia/article/view/6960/3719Copyright (c) 2022 Kaio Vital da Costahttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCosta, Kaio Vital da2022-07-15T13:23:35Zoai:ojs.pkp.sfu.ca:article/6960Revistahttps://revistas.face.ufmg.br/index.php/novaeconomiaPUBhttps://revistas.face.ufmg.br/index.php/novaeconomia/oai||ne@face.ufmg.br1980-53810103-6351opendoar:2022-07-15T13:23:35Nova Economia (Online) - Universidade Federal de Minas Gerais (UFMG)false
dc.title.none.fl_str_mv Measuring structural upgrading: applying principal component analysis in a global value chain framework
Medindo upgrading estrutural: uma análise a partir de componentes principais
title Measuring structural upgrading: applying principal component analysis in a global value chain framework
spellingShingle Measuring structural upgrading: applying principal component analysis in a global value chain framework
Costa, Kaio Vital da
title_short Measuring structural upgrading: applying principal component analysis in a global value chain framework
title_full Measuring structural upgrading: applying principal component analysis in a global value chain framework
title_fullStr Measuring structural upgrading: applying principal component analysis in a global value chain framework
title_full_unstemmed Measuring structural upgrading: applying principal component analysis in a global value chain framework
title_sort Measuring structural upgrading: applying principal component analysis in a global value chain framework
author Costa, Kaio Vital da
author_facet Costa, Kaio Vital da
author_role author
dc.contributor.author.fl_str_mv Costa, Kaio Vital da
description Abstract The main objective of the article is to analyze, based on the analysis of principal components and data grouping, the relationship between structural upgrading indicators and the inclusion of those countries in the GVCs for a group of 43 countries. To achieve this objective, the study builds six upgrading indicators in three dimensions: product, process and functional. In addition to these six indicators, the study uses an indicator that measures the complexity of countries' productive structures. The results show that structural complexity has a positive and statistically significant relationship with the share of wages in income, and more capital-intensive countries also have higher levels of labor productivity and employment associated with exports. The study also shows a diversity of development patterns related to participation in GVCs and the structural upgrading process Keywords: global value chains; industrial upgrading; input-output analysis. JEL Codes: F14; O14; C67
publishDate 2022
dc.date.none.fl_str_mv 2022-06-02
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://revistas.face.ufmg.br/index.php/novaeconomia/article/view/6960
url https://revistas.face.ufmg.br/index.php/novaeconomia/article/view/6960
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://revistas.face.ufmg.br/index.php/novaeconomia/article/view/6960/3719
dc.rights.driver.fl_str_mv Copyright (c) 2022 Kaio Vital da Costa
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Kaio Vital da Costa
http://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 Departamento de Ciências Econômicas da UFMG
publisher.none.fl_str_mv Departamento de Ciências Econômicas da UFMG
dc.source.none.fl_str_mv Nova Economia; Vol. 32 No. 2 (2022): Revista Nova Economia - Edição V ENEI: Inovação, Sustentabilidade e Pandemia; 329-357
Nova Economia; v. 32 n. 2 (2022): Revista Nova Economia - Edição V ENEI: Inovação, Sustentabilidade e Pandemia; 329-357
1980-5381
0103-6351
reponame:Nova Economia (Online)
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Nova Economia (Online)
collection Nova Economia (Online)
repository.name.fl_str_mv Nova Economia (Online) - Universidade Federal de Minas Gerais (UFMG)
repository.mail.fl_str_mv ||ne@face.ufmg.br
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