Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods

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Autor(a) principal: Rebeca Maria Nepomuceno Lima
Data de Publicação: 2022
Outros Autores: Luciano Ferreira Gabriel, Frederico Gonzaga Jayme Junior
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFMG
Texto Completo: https://doi.org/10.22201/fe.01851667p.2022.322.82471
http://hdl.handle.net/1843/60181
Resumo: This paper aims to analyze empirically how manufacturing, disaggregated into subsectors by research and development (R&D) intensity, influences the level of economic complexity (eci). For this, two methods were used: 1) the parametric by Panel Dynamic Ordinary Least Squares (pdols) and 2) the non-parametric: a) Data Envelopment Analysis (dea) and b) Malm-quist Decomposition. The econometric results suggest that the allocation of workers in the manufacture of high R&D level has a positive impact on the eci level of all the countries in the sample analyzed, whereas in the sectors of lower R&D there is a greater impact in emerging countries, but lower effects (or negative) on advanced countries. In general, the non-par-ametric results present the relationship between efficiency in manufactur-ing subsectors and economic complexity as an inverted U shape. Special attention is given to Brazil, which manufacturing catching up was under-performed in explaining total factor productivity in the analyzed period
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spelling 2023-10-27T19:59:54Z2023-10-27T19:59:54Z2022813222751https://doi.org/10.22201/fe.01851667p.2022.322.824710185-1667http://hdl.handle.net/1843/60181This paper aims to analyze empirically how manufacturing, disaggregated into subsectors by research and development (R&D) intensity, influences the level of economic complexity (eci). For this, two methods were used: 1) the parametric by Panel Dynamic Ordinary Least Squares (pdols) and 2) the non-parametric: a) Data Envelopment Analysis (dea) and b) Malm-quist Decomposition. The econometric results suggest that the allocation of workers in the manufacture of high R&D level has a positive impact on the eci level of all the countries in the sample analyzed, whereas in the sectors of lower R&D there is a greater impact in emerging countries, but lower effects (or negative) on advanced countries. In general, the non-par-ametric results present the relationship between efficiency in manufactur-ing subsectors and economic complexity as an inverted U shape. Special attention is given to Brazil, which manufacturing catching up was under-performed in explaining total factor productivity in the analyzed periodEl objetivo de este trabajo es analizar empíricamente cómo la ma-nufactura dividida en subsectores por intensidad de investigación y desarrollo (I+D) incide en el nivel de complejidad económica (eci). Para ello, utilizamos dos métodos: 1) paramétrico a través de mínimos cuadrados ordinarios dinámicos (pdols), y 2) no paramétrico: a) análisis envolvente de datos (dea) y b) descom-posición de Malmquist. Los resultados econométricos sugieren que la asignación de trabajadores a la manufactura de elevado nivel de I+D tiene un impacto positivo en el nivel de eci de todos los países de la muestra analizada, mientras que en los sectores de menor I+D hay un mayor impacto en los países emergentes, pero menores efectos (o negativos) sobre los países avanzados. En general, los resultados no paramétricos indican que la relación entre la eficiencia de los subsectores manufactureros y la comple-jidad económica presenta forma de U invertida. Se presta especial atención a Brasil, cuyo nivel de recuperación de la industria ma-nufacturera fue insuficiente para explicar la productividad total de los factores en el periodo analizado.engUniversidade Federal de Minas GeraisUFMGBrasilFCE - DEPARTAMENTO DE CIÊNCIAS ECONÔMICASInvestigación EconómicaEconomiaDesenvolvimento econômicoPaises emergentesEconomic complexityEconomic developmentData envelopment analysisManufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methodsComplejidad económica e industria: un análisis empírico multisectorialinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://www.revistas.unam.mx/index.php/rie/article/view/82471Rebeca Maria Nepomuceno LimaLuciano Ferreira GabrielFrederico Gonzaga Jayme Juniorinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGLICENSELicense.txtLicense.txttext/plain; charset=utf-82042https://repositorio.ufmg.br/bitstream/1843/60181/1/License.txtfa505098d172de0bc8864fc1287ffe22MD51ORIGINALMANUFACTURING AND ECONOMIC COMPLEXITY.pdfMANUFACTURING AND ECONOMIC COMPLEXITY.pdfapplication/pdf332970https://repositorio.ufmg.br/bitstream/1843/60181/2/MANUFACTURING%20AND%20ECONOMIC%20COMPLEXITY.pdf4c87f04ad279ec050a57e513483bdaadMD521843/601812023-10-27 17:36:51.825oai:repositorio.ufmg.br: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Repositório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2023-10-27T20:36:51Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods
dc.title.alternative.pt_BR.fl_str_mv Complejidad económica e industria: un análisis empírico multisectorial
title Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods
spellingShingle Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods
Rebeca Maria Nepomuceno Lima
Economic complexity
Economic development
Data envelopment analysis
Economia
Desenvolvimento econômico
Paises emergentes
title_short Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods
title_full Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods
title_fullStr Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods
title_full_unstemmed Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods
title_sort Manufacturing and economic complexity: a multisectorial empirical analysis based on parametric and non-parametric methods
author Rebeca Maria Nepomuceno Lima
author_facet Rebeca Maria Nepomuceno Lima
Luciano Ferreira Gabriel
Frederico Gonzaga Jayme Junior
author_role author
author2 Luciano Ferreira Gabriel
Frederico Gonzaga Jayme Junior
author2_role author
author
dc.contributor.author.fl_str_mv Rebeca Maria Nepomuceno Lima
Luciano Ferreira Gabriel
Frederico Gonzaga Jayme Junior
dc.subject.por.fl_str_mv Economic complexity
Economic development
Data envelopment analysis
topic Economic complexity
Economic development
Data envelopment analysis
Economia
Desenvolvimento econômico
Paises emergentes
dc.subject.other.pt_BR.fl_str_mv Economia
Desenvolvimento econômico
Paises emergentes
description This paper aims to analyze empirically how manufacturing, disaggregated into subsectors by research and development (R&D) intensity, influences the level of economic complexity (eci). For this, two methods were used: 1) the parametric by Panel Dynamic Ordinary Least Squares (pdols) and 2) the non-parametric: a) Data Envelopment Analysis (dea) and b) Malm-quist Decomposition. The econometric results suggest that the allocation of workers in the manufacture of high R&D level has a positive impact on the eci level of all the countries in the sample analyzed, whereas in the sectors of lower R&D there is a greater impact in emerging countries, but lower effects (or negative) on advanced countries. In general, the non-par-ametric results present the relationship between efficiency in manufactur-ing subsectors and economic complexity as an inverted U shape. Special attention is given to Brazil, which manufacturing catching up was under-performed in explaining total factor productivity in the analyzed period
publishDate 2022
dc.date.issued.fl_str_mv 2022
dc.date.accessioned.fl_str_mv 2023-10-27T19:59:54Z
dc.date.available.fl_str_mv 2023-10-27T19:59:54Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1843/60181
dc.identifier.doi.pt_BR.fl_str_mv https://doi.org/10.22201/fe.01851667p.2022.322.82471
dc.identifier.issn.pt_BR.fl_str_mv 0185-1667
url https://doi.org/10.22201/fe.01851667p.2022.322.82471
http://hdl.handle.net/1843/60181
identifier_str_mv 0185-1667
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv Investigación Económica
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dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv FCE - DEPARTAMENTO DE CIÊNCIAS ECONÔMICAS
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
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