Performance analysis of teams participating in the brazilian championship of men's football 2019 through the DEA Network

Detalhes bibliográficos
Autor(a) principal: Torres, Yuri Lima
Data de Publicação: 2022
Outros Autores: Torres, Bruno Guimarães, Ignacio, Anibal Alberto Vilcapoma
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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spelling 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
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format article
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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
publisher.none.fl_str_mv 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
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