Performance indicators to be explored in order to win Premier League matches
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/41379 |
Resumo: | Football is a dynamic collective sport that involves the actions of players on the field, in addition to the availability and application of player data. Being a sport extensively investigated in terms of performance analysis, there is still a need for more predictive analyzes to better understand the indicators of success. Due to these aspects, this research aimed to verify the influence of the market value of football clubs, as well as the influence of the venue and the tactical/technical aspects - shots on target, corners, crosses, ball possession and passes -, to win Premier League matches. To carry out this research, data from all 380 matches of the PL 2015/2016 season were used. The Transfermarkt website was used to collect the market value of the teams and the Daily Mail website to collect the matches data. Data analysis was performed using the Weka software. The results showed that the market value and the venue, separately, were not relevant to the victories, but when associated to tactical/technical indicators, both contributed with the victories of the teams. Concept A teams, with higher market values, achieved more victories than the concept C teams, with lower market values, in the home games when the aforementioned associations were analyzed. The results of the performed analyzes show that direct and indirect game actions are relevant for teams to win matches played at home, especially for the ones with higher market value. |
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Performance indicators to be explored in order to win Premier League matchesIndicadores de rendimiento a explotar para ganar partidos de la Premier LeagueIndicadores de rendimento a serem explorados para vencer partidas da Premier LeagueFútbolIndicadores de rendimientoValor de mercadoLocalGanar partidos de fútbol.FootballPerformance indicatorsMarket valueVenueWinning football matches.FutebolIndicadores de rendimentoValor de mercadoMando de campoVencer partidas de futebol.Football is a dynamic collective sport that involves the actions of players on the field, in addition to the availability and application of player data. Being a sport extensively investigated in terms of performance analysis, there is still a need for more predictive analyzes to better understand the indicators of success. Due to these aspects, this research aimed to verify the influence of the market value of football clubs, as well as the influence of the venue and the tactical/technical aspects - shots on target, corners, crosses, ball possession and passes -, to win Premier League matches. To carry out this research, data from all 380 matches of the PL 2015/2016 season were used. The Transfermarkt website was used to collect the market value of the teams and the Daily Mail website to collect the matches data. Data analysis was performed using the Weka software. The results showed that the market value and the venue, separately, were not relevant to the victories, but when associated to tactical/technical indicators, both contributed with the victories of the teams. Concept A teams, with higher market values, achieved more victories than the concept C teams, with lower market values, in the home games when the aforementioned associations were analyzed. The results of the performed analyzes show that direct and indirect game actions are relevant for teams to win matches played at home, especially for the ones with higher market value.Fútbol es un dinámico deporte de equipo que involucra las acciones de los jugadores en el campo, además de la disponibilidad y de la aplicación de datos. Siendo un deporte ampliamente investigado en términos de analisis de rendimento, todavia se necessitan más analisis predictivos para una mejor comprensión de los indicadores de éxito. Por estos aspectos, esta investigación tuvo como objetivo verificar la influencia del valor de mercado de los clubes de fútbol, así como la influencia del local y de los aspectos técnico-tácticos – tiros a puerta, saques de esquina, centros, posesión y pases -, para ganar partidos em la Premier League. Para hacer esta investigación se utilizaron datos de los 380 partidos de la PL 2015/2016. El sitio web del Transfermarkt se utilizó para recopilar el valor de mercado de los equipos y el sitio web Daily Mail se utilizó para recopilar datos de los partidos. El análisis de datos se realizó utilizando el software Weka. Los resultados muestran que el valor de mercado y el local, separados, no fueron relevantes para obtener victorias, pero cuando se asociaron con indicadores técnico-tácticos, ambos contribuyeron para las victorias de los equipos. Los equipos de concepto A, de valor de mercado más alto, obtuvieron más victorias que los equipos de concepto C, de menor valor de mercado, en los partidos en casa que mostraron estas asociaciones. Los resultados muestran que las acciones de juego directo y indirecto son relevantes para que los equipos ganen partidos en casa, especialmente para los equipos con valor de mercado más alto.O futebol é um esporte coletivo dinâmico que envolve as ações dos jogadores em campo, além da disponibilidade e da aplicação de dados dos jogadores. Sendo um esporte extensivamente investigado em termos de análise de rendimento, ainda há uma necessidade de mais análises preditivas para um melhor entendimento dos indicadores de sucesso. Devido a estes aspectos, esta pesquisa objetivou verificar a influência do valor de mercado dos clubes de futebol, assim como a influência do mando de campo e de aspectos técnico-táticos – finalizações no gol, escanteios, cruzamentos, posse de bola e passes – para vencer partidas na Premier League. Para realizar esta pesquisa, dados das 380 partidas da PL 2015/2016 foram utilizados. O site do Transfermarkt foi utilizado para coletar o valor de mercado das equipes e o site do Daily Mail para coletar dados das partidas. A análise de dados foi realizada utilizando o software Weka. Os resultados apresentaram que valor de mercado e mando de campo, separados, não foram relevantes para a conquista de vitórias, mas ao estarem associados com indicadores técnico-táticos, ambos contribuíram para as vitórias das equipes. Equipes de conceito A, com maior valor de mercado, conquistaram mais vitórias que as equipes de conceito C, com menor valor de mercado, nas partidas em casa. Os resultados das análises mostram que ações de jogo direto e indireto são relevantes para que equipes vençam partidas em casa, especialmente para as equipes de maior valor de mercado.Research, Society and Development2023-04-26info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/4137910.33448/rsd-v12i5.41379Research, Society and Development; Vol. 12 No. 5; e2912541379Research, Society and Development; Vol. 12 Núm. 5; e2912541379Research, Society and Development; v. 12 n. 5; e29125413792525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIenghttps://rsdjournal.org/index.php/rsd/article/view/41379/33662Copyright (c) 2023 Eric Matheus Rocha Lima; Ivan Wallan Tertuliano; Carlos Norberto Fischerhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessLima, Eric Matheus Rocha Tertuliano, Ivan Wallan Fischer, Carlos Norberto 2023-05-30T13:24:21Zoai:ojs.pkp.sfu.ca:article/41379Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2023-05-30T13:24:21Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Performance indicators to be explored in order to win Premier League matches Indicadores de rendimiento a explotar para ganar partidos de la Premier League Indicadores de rendimento a serem explorados para vencer partidas da Premier League |
title |
Performance indicators to be explored in order to win Premier League matches |
spellingShingle |
Performance indicators to be explored in order to win Premier League matches Lima, Eric Matheus Rocha Fútbol Indicadores de rendimiento Valor de mercado Local Ganar partidos de fútbol. Football Performance indicators Market value Venue Winning football matches. Futebol Indicadores de rendimento Valor de mercado Mando de campo Vencer partidas de futebol. |
title_short |
Performance indicators to be explored in order to win Premier League matches |
title_full |
Performance indicators to be explored in order to win Premier League matches |
title_fullStr |
Performance indicators to be explored in order to win Premier League matches |
title_full_unstemmed |
Performance indicators to be explored in order to win Premier League matches |
title_sort |
Performance indicators to be explored in order to win Premier League matches |
author |
Lima, Eric Matheus Rocha |
author_facet |
Lima, Eric Matheus Rocha Tertuliano, Ivan Wallan Fischer, Carlos Norberto |
author_role |
author |
author2 |
Tertuliano, Ivan Wallan Fischer, Carlos Norberto |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Lima, Eric Matheus Rocha Tertuliano, Ivan Wallan Fischer, Carlos Norberto |
dc.subject.por.fl_str_mv |
Fútbol Indicadores de rendimiento Valor de mercado Local Ganar partidos de fútbol. Football Performance indicators Market value Venue Winning football matches. Futebol Indicadores de rendimento Valor de mercado Mando de campo Vencer partidas de futebol. |
topic |
Fútbol Indicadores de rendimiento Valor de mercado Local Ganar partidos de fútbol. Football Performance indicators Market value Venue Winning football matches. Futebol Indicadores de rendimento Valor de mercado Mando de campo Vencer partidas de futebol. |
description |
Football is a dynamic collective sport that involves the actions of players on the field, in addition to the availability and application of player data. Being a sport extensively investigated in terms of performance analysis, there is still a need for more predictive analyzes to better understand the indicators of success. Due to these aspects, this research aimed to verify the influence of the market value of football clubs, as well as the influence of the venue and the tactical/technical aspects - shots on target, corners, crosses, ball possession and passes -, to win Premier League matches. To carry out this research, data from all 380 matches of the PL 2015/2016 season were used. The Transfermarkt website was used to collect the market value of the teams and the Daily Mail website to collect the matches data. Data analysis was performed using the Weka software. The results showed that the market value and the venue, separately, were not relevant to the victories, but when associated to tactical/technical indicators, both contributed with the victories of the teams. Concept A teams, with higher market values, achieved more victories than the concept C teams, with lower market values, in the home games when the aforementioned associations were analyzed. The results of the performed analyzes show that direct and indirect game actions are relevant for teams to win matches played at home, especially for the ones with higher market value. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-04-26 |
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://rsdjournal.org/index.php/rsd/article/view/41379 10.33448/rsd-v12i5.41379 |
url |
https://rsdjournal.org/index.php/rsd/article/view/41379 |
identifier_str_mv |
10.33448/rsd-v12i5.41379 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/41379/33662 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2023 Eric Matheus Rocha Lima; Ivan Wallan Tertuliano; Carlos Norberto Fischer https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2023 Eric Matheus Rocha Lima; Ivan Wallan Tertuliano; Carlos Norberto Fischer https://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 |
Research, Society and Development |
publisher.none.fl_str_mv |
Research, Society and Development |
dc.source.none.fl_str_mv |
Research, Society and Development; Vol. 12 No. 5; e2912541379 Research, Society and Development; Vol. 12 Núm. 5; e2912541379 Research, Society and Development; v. 12 n. 5; e2912541379 2525-3409 reponame:Research, Society and Development instname:Universidade Federal de Itajubá (UNIFEI) instacron:UNIFEI |
instname_str |
Universidade Federal de Itajubá (UNIFEI) |
instacron_str |
UNIFEI |
institution |
UNIFEI |
reponame_str |
Research, Society and Development |
collection |
Research, Society and Development |
repository.name.fl_str_mv |
Research, Society and Development - Universidade Federal de Itajubá (UNIFEI) |
repository.mail.fl_str_mv |
rsd.articles@gmail.com |
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1797052623341223936 |