Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Revista Brasileira de Futsal e Futebol |
Texto Completo: | https://www.rbff.com.br/index.php/rbff/article/view/1241 |
Resumo: | Analyzing the situation of football teams in Brazil and in the world, we note the high competitiveness that the sport has shown over the years. It is possible to observe a great concern of the clubs in obtaining better performance, guaranteeing greater profitability, and managing their expenses. That said, this work aims to use the Data Envelopment Analysis (DEA) method to trace the efficiency of the clubs in the Brazilian championship. DEA is a technique that uses linear programming to evaluate the efficiency of productive units called DMUs (Decision Making Units or decision-making units). In this way it is possible to use it to compare the efficiency between football teams. In the study, a variation of the traditional DEA will be applied, which is the NDEA (Network Data Envelopment Analysis) using the two-stage relational multiplicative model to obtain greater precision in the efficiency of the results than the traditional models offer. This study was able to obtain the efficiency of the championship clubs in the first, second and overall stage, in addition to drawing the graphic representation for each stage. Finally, a comparative analysis was made between one team and another separately. In addition, a comparison was also made between the top six teams. Only Fortaleza and Goias were efficient in the overall stage, beyond them, Flamengo and Atlético Mineiro were the only efficient in any of the stages. |
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Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA NetworkAnálise da performance dos times do campeonato brasileiro de futebol masculino de 2019 através do Network DEABrazilian FootballFootballDEACampeonato BrasileiroFutebolDEAAnalyzing the situation of football teams in Brazil and in the world, we note the high competitiveness that the sport has shown over the years. It is possible to observe a great concern of the clubs in obtaining better performance, guaranteeing greater profitability, and managing their expenses. That said, this work aims to use the Data Envelopment Analysis (DEA) method to trace the efficiency of the clubs in the Brazilian championship. DEA is a technique that uses linear programming to evaluate the efficiency of productive units called DMUs (Decision Making Units or decision-making units). In this way it is possible to use it to compare the efficiency between football teams. In the study, a variation of the traditional DEA will be applied, which is the NDEA (Network Data Envelopment Analysis) using the two-stage relational multiplicative model to obtain greater precision in the efficiency of the results than the traditional models offer. This study was able to obtain the efficiency of the championship clubs in the first, second and overall stage, in addition to drawing the graphic representation for each stage. Finally, a comparative analysis was made between one team and another separately. In addition, a comparison was also made between the top six teams. Only Fortaleza and Goias were efficient in the overall stage, beyond them, Flamengo and Atlético Mineiro were the only efficient in any of the stages.Analisando a situação dos clubes de futebol do Brasil e do mundo, nota-se a alta competitividade que o esporte vem apresentando ao longo dos anos. É possível observar uma grande preocupação dos clubes em obter melhor desempenho, garantir maior rentabilidade e administrar seus gastos. Diante desse cenário, o trabalho visa utilizar o método Análise Envoltória de Dados (DEA) para traçar a eficiência dos clubes do campeonato brasileiro. DEA é uma técnica que utiliza programação linear para avaliar a eficiência de unidades produtivas denominadas DMUs (Decision Making Units ou unidades tomadoras de decisão). Dessa forma é possível utilizá-la para comparar a eficiência entre os times de futebol. No estudo será aplicada uma variação do DEA tradicional que é o NDEA (Network Data Envelopment Analysis) utilizando o modelo relacional multiplicativo de dois estágios a fim de obter uma maior precisão na eficiência dos resultados que os modelos tradicionais oferecem. O estudo foi capaz de obter a eficiência dos clubes do campeonato no primeiro e segundo estágios e no estágio global, além de traçar a representação da fronteira para cada estágio. Por fim, foi feita uma análise que compara os times em pares. Em adição a isso, uma comparação entre os seis primeiros colocados também foi feita. Apenas os times do Fortaleza e do Goiás foram eficientes no estágio global, além deles, apenas Flamengo e Atlético Mineiro se apresentaram eficientes em um dos estágios.IBPEFEX2022-11-13info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/octet-streamhttps://www.rbff.com.br/index.php/rbff/article/view/1241RBFF - Revista Brasileira de Futsal e Futebol; v. 14 n. 58 (2022); 201-219RBFF - Brazilian Journal of Futsal and Football; Vol. 14 No. 58 (2022); 201-219RBFF - Revista Brasileña de Fútbol Sala y Fútbol; Vol. 14 Núm. 58 (2022); 201-219RBFF - Revista Brasileira de Futsal e Futebol; v. 14 n. 58 (2022); 201-219RBFF - Rivista Brasiliana di Futsal e Calcio; V. 14 N. 58 (2022); 201-2191984-4956reponame:Revista Brasileira de Futsal e Futebolinstname:Instituto Brasileiro de Ensino e Pesquisa em Fisiologia do Exercício (IBPEFEX)instacron:IBPEFEXporhttps://www.rbff.com.br/index.php/rbff/article/view/1241/983Copyright (c) 2022 Yuri Lima Torres, Bruno Guimarães Torres, Anibal Alberto Vilcapoma Ignaciohttps://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessTorres, Yuri LimaTorres, Bruno GuimarãesIgnacio, Anibal Alberto Vilcapoma2022-11-14T07:31:32Zoai:ojs.www.rbff.com.br:article/1241Revistahttps://www.rbff.com.br/index.php/rbffONGhttp://www.rbff.com.br/index.php/rbff/oai||ac-navarro@uol.com.br|| francisconunesnavarro@gmail.com1984-49561984-4956opendoar:2022-11-14T07:31:32Revista Brasileira de Futsal e Futebol - Instituto Brasileiro de Ensino e Pesquisa em Fisiologia do Exercício (IBPEFEX)false |
dc.title.none.fl_str_mv |
Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network Análise da performance dos times do campeonato brasileiro de futebol masculino de 2019 através do Network DEA |
title |
Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network |
spellingShingle |
Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network Torres, Yuri Lima Brazilian Football Football DEA Campeonato Brasileiro Futebol DEA |
title_short |
Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network |
title_full |
Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network |
title_fullStr |
Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network |
title_full_unstemmed |
Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network |
title_sort |
Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network |
author |
Torres, Yuri Lima |
author_facet |
Torres, Yuri Lima Torres, Bruno Guimarães Ignacio, Anibal Alberto Vilcapoma |
author_role |
author |
author2 |
Torres, Bruno Guimarães Ignacio, Anibal Alberto Vilcapoma |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Torres, Yuri Lima Torres, Bruno Guimarães Ignacio, Anibal Alberto Vilcapoma |
dc.subject.por.fl_str_mv |
Brazilian Football Football DEA Campeonato Brasileiro Futebol DEA |
topic |
Brazilian Football Football DEA Campeonato Brasileiro Futebol DEA |
description |
Analyzing the situation of football teams in Brazil and in the world, we note the high competitiveness that the sport has shown over the years. It is possible to observe a great concern of the clubs in obtaining better performance, guaranteeing greater profitability, and managing their expenses. That said, this work aims to use the Data Envelopment Analysis (DEA) method to trace the efficiency of the clubs in the Brazilian championship. DEA is a technique that uses linear programming to evaluate the efficiency of productive units called DMUs (Decision Making Units or decision-making units). In this way it is possible to use it to compare the efficiency between football teams. In the study, a variation of the traditional DEA will be applied, which is the NDEA (Network Data Envelopment Analysis) using the two-stage relational multiplicative model to obtain greater precision in the efficiency of the results than the traditional models offer. This study was able to obtain the efficiency of the championship clubs in the first, second and overall stage, in addition to drawing the graphic representation for each stage. Finally, a comparative analysis was made between one team and another separately. In addition, a comparison was also made between the top six teams. Only Fortaleza and Goias were efficient in the overall stage, beyond them, Flamengo and Atlético Mineiro were the only efficient in any of the stages. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-11-13 |
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://www.rbff.com.br/index.php/rbff/article/view/1241 |
url |
https://www.rbff.com.br/index.php/rbff/article/view/1241 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://www.rbff.com.br/index.php/rbff/article/view/1241/983 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2022 Yuri Lima Torres, Bruno Guimarães Torres, Anibal Alberto Vilcapoma Ignacio https://creativecommons.org/licenses/by-nc/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2022 Yuri Lima Torres, Bruno Guimarães Torres, Anibal Alberto Vilcapoma Ignacio https://creativecommons.org/licenses/by-nc/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/octet-stream |
dc.publisher.none.fl_str_mv |
IBPEFEX |
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IBPEFEX |
dc.source.none.fl_str_mv |
RBFF - Revista Brasileira de Futsal e Futebol; v. 14 n. 58 (2022); 201-219 RBFF - Brazilian Journal of Futsal and Football; Vol. 14 No. 58 (2022); 201-219 RBFF - Revista Brasileña de Fútbol Sala y Fútbol; Vol. 14 Núm. 58 (2022); 201-219 RBFF - Revista Brasileira de Futsal e Futebol; v. 14 n. 58 (2022); 201-219 RBFF - Rivista Brasiliana di Futsal e Calcio; V. 14 N. 58 (2022); 201-219 1984-4956 reponame:Revista Brasileira de Futsal e Futebol instname:Instituto Brasileiro de Ensino e Pesquisa em Fisiologia do Exercício (IBPEFEX) instacron:IBPEFEX |
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Instituto Brasileiro de Ensino e Pesquisa em Fisiologia do Exercício (IBPEFEX) |
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IBPEFEX |
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Revista Brasileira de Futsal e Futebol |
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Revista Brasileira de Futsal e Futebol |
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Revista Brasileira de Futsal e Futebol - Instituto Brasileiro de Ensino e Pesquisa em Fisiologia do Exercício (IBPEFEX) |
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||ac-navarro@uol.com.br|| francisconunesnavarro@gmail.com |
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