Classification and determinants of passing difficulty in soccer : a multivariate approach

Detalhes bibliográficos
Autor(a) principal: Merlin, Murilo, 1980-
Data de Publicação: 2021
Outros Autores: Pinto, Allan da Silva, 1984-, Almeida, Alexandre Gomes de, Cunha, Sergio Augusto, 1959-
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório da Produção Científica e Intelectual da Unicamp
Texto Completo: https://hdl.handle.net/20.500.12733/3815
Resumo: Agradecimentos: This work was supported by the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) under Grants [#2016/50250-1, #2017/20945-0, #2018/19007-9 and #2019/16253-1]; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brazil (CAPES), Finance Code 001"
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spelling Classification and determinants of passing difficulty in soccer : a multivariate approachFutebolAnálise multivariadaPassing difficultyTactical-technicalArtigo de pesquisaAgradecimentos: This work was supported by the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) under Grants [#2016/50250-1, #2017/20945-0, #2018/19007-9 and #2019/16253-1]; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brazil (CAPES), Finance Code 001"Abstract: Usually, the players’ or teams’ efficiency to perform passes is measured in terms of accuracy. The degree of difficulty of this action has been overlooked in the literature. The present study aimed to classify the degree of passing difficulty in soccer matches and to identify and to discuss the variables that most explain the passing difficulty using spatiotemporal data. The data used corresponds to 2,856 passes and 32 independent variables. The Fisher Discriminant Analysis presented 72.0% of the original grouped cases classified correctly. The passes analyzed were classified as low (56.5%), medium (22.6%), and high difficulty (20.9%), and we identified 16 variables that best explain the degree of passing difficulty related to the passing receiver, ball trajectory, pitch position and passing player. The merit and ability of the player to perform passes with high difficulty should be valued and can be used to rank the best players and teams.In addition, the highlighted variables should be looked carefully by coaches when analyzing profiles, strengths and weaknesses of players and teams, and talent identification contextFUNDAÇÃO DE AMPARO À PESQUISA DO ESTADO DE SÃO PAULO - FAPESPCOORDENAÇÃO DE APERFEIÇOAMENTO DE PESSOAL DE NÍVEL SUPERIOR - CAPESFechadoUNIVERSIDADE ESTADUAL DE CAMPINASMerlin, Murilo, 1980-Pinto, Allan da Silva, 1984-Almeida, Alexandre Gomes deCunha, Sergio Augusto, 1959-2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/20.500.12733/3815MERLIN, Murilo et al. Classification and determinants of passing difficulty in soccer: a multivariate approach. Science and Medicine in Football. Oxfordshire : Taylor & Francis, 2021. (Oct., 2021). Disponível em: https://hdl.handle.net/20.500.12733/3815. Acesso em: 7 mai. 2024.Inglêsenghttps://repositorio.unicamp.br/acervo/detalhe/1241246reponame:Repositório da Produção Científica e Intelectual da Unicampinstname:Universidade Estadual de Campinas (UNICAMP)instacron:UNICAMPinfo:eu-repo/semantics/openAccess2022-05-10T13:57:14Zoai:https://www.repositorio.unicamp.br/:1241246Repositório InstitucionalPUBhttp://repositorio.unicamp.br/oai/requestreposip@unicamp.bropendoar:2022-05-10T13:57:14Repositório da Produção Científica e Intelectual da Unicamp - Universidade Estadual de Campinas (UNICAMP)false
dc.title.none.fl_str_mv Classification and determinants of passing difficulty in soccer : a multivariate approach
title Classification and determinants of passing difficulty in soccer : a multivariate approach
spellingShingle Classification and determinants of passing difficulty in soccer : a multivariate approach
Merlin, Murilo, 1980-
Futebol
Análise multivariada
Passing difficulty
Tactical-technical
Artigo de pesquisa
title_short Classification and determinants of passing difficulty in soccer : a multivariate approach
title_full Classification and determinants of passing difficulty in soccer : a multivariate approach
title_fullStr Classification and determinants of passing difficulty in soccer : a multivariate approach
title_full_unstemmed Classification and determinants of passing difficulty in soccer : a multivariate approach
title_sort Classification and determinants of passing difficulty in soccer : a multivariate approach
author Merlin, Murilo, 1980-
author_facet Merlin, Murilo, 1980-
Pinto, Allan da Silva, 1984-
Almeida, Alexandre Gomes de
Cunha, Sergio Augusto, 1959-
author_role author
author2 Pinto, Allan da Silva, 1984-
Almeida, Alexandre Gomes de
Cunha, Sergio Augusto, 1959-
author2_role author
author
author
dc.contributor.none.fl_str_mv UNIVERSIDADE ESTADUAL DE CAMPINAS
dc.contributor.author.fl_str_mv Merlin, Murilo, 1980-
Pinto, Allan da Silva, 1984-
Almeida, Alexandre Gomes de
Cunha, Sergio Augusto, 1959-
dc.subject.por.fl_str_mv Futebol
Análise multivariada
Passing difficulty
Tactical-technical
Artigo de pesquisa
topic Futebol
Análise multivariada
Passing difficulty
Tactical-technical
Artigo de pesquisa
description Agradecimentos: This work was supported by the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) under Grants [#2016/50250-1, #2017/20945-0, #2018/19007-9 and #2019/16253-1]; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brazil (CAPES), Finance Code 001"
publishDate 2021
dc.date.none.fl_str_mv 2021
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/20.500.12733/3815
MERLIN, Murilo et al. Classification and determinants of passing difficulty in soccer: a multivariate approach. Science and Medicine in Football. Oxfordshire : Taylor & Francis, 2021. (Oct., 2021). Disponível em: https://hdl.handle.net/20.500.12733/3815. Acesso em: 7 mai. 2024.
url https://hdl.handle.net/20.500.12733/3815
identifier_str_mv MERLIN, Murilo et al. Classification and determinants of passing difficulty in soccer: a multivariate approach. Science and Medicine in Football. Oxfordshire : Taylor & Francis, 2021. (Oct., 2021). Disponível em: https://hdl.handle.net/20.500.12733/3815. Acesso em: 7 mai. 2024.
dc.language.iso.fl_str_mv Inglês
eng
language_invalid_str_mv Inglês
language eng
dc.relation.none.fl_str_mv https://repositorio.unicamp.br/acervo/detalhe/1241246
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório da Produção Científica e Intelectual da Unicamp
instname:Universidade Estadual de Campinas (UNICAMP)
instacron:UNICAMP
instname_str Universidade Estadual de Campinas (UNICAMP)
instacron_str UNICAMP
institution UNICAMP
reponame_str Repositório da Produção Científica e Intelectual da Unicamp
collection Repositório da Produção Científica e Intelectual da Unicamp
repository.name.fl_str_mv Repositório da Produção Científica e Intelectual da Unicamp - Universidade Estadual de Campinas (UNICAMP)
repository.mail.fl_str_mv reposip@unicamp.br
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