Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams

Detalhes bibliográficos
Autor(a) principal: Oliveira, Patrícia
Data de Publicação: 2016
Outros Autores: Manuel Clemente, Filipe, M. L. Martins, Fernando
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.26/46875
Resumo: Graph and digraph theories have been used to test the relationships between teammates and the network properties of team sports. Nevertheless, no studies in young soccer teams have been found, as far we know. Therefore, the objective of the study was to apply network measures to identify centrality levels of young soccer players during official matches and analyse the variance between tactical positions and tactical line-ups. Seventy young soccer players from under-10 competitive level were observed during 10 matches. Significant statistical differences were found between players’ positions in IDC (p = 0.001; ES = 0.090; minimum effect); ODC (p = 0.001; ES = 0.156; minimum effect); and BC (p = 0.001; ES = 0.110; minimum effect) variables. No significant statistical differences were found between 1-3-2-1 and 1-2-3-1 line-ups for %IDC (p = 0.113; ES = 0.056; minimum effect), %ODC (p = 0.126; ES = 0.048; minimum effect) and %BC (p = 0.204; ES = 0.035; minimum effect). This study found that midfielder is the key position on the field, being a linkage player to attacking building.
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spelling Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teamsapplied mathematicsgraph theorysocial network analysisperformance analysisfootballGraph and digraph theories have been used to test the relationships between teammates and the network properties of team sports. Nevertheless, no studies in young soccer teams have been found, as far we know. Therefore, the objective of the study was to apply network measures to identify centrality levels of young soccer players during official matches and analyse the variance between tactical positions and tactical line-ups. Seventy young soccer players from under-10 competitive level were observed during 10 matches. Significant statistical differences were found between players’ positions in IDC (p = 0.001; ES = 0.090; minimum effect); ODC (p = 0.001; ES = 0.156; minimum effect); and BC (p = 0.001; ES = 0.110; minimum effect) variables. No significant statistical differences were found between 1-3-2-1 and 1-2-3-1 line-ups for %IDC (p = 0.113; ES = 0.056; minimum effect), %ODC (p = 0.126; ES = 0.048; minimum effect) and %BC (p = 0.204; ES = 0.035; minimum effect). This study found that midfielder is the key position on the field, being a linkage player to attacking building.[Editura Universitatea din Pitesti]Repositório ComumOliveira, PatríciaManuel Clemente, FilipeM. L. Martins, Fernando2023-09-29T10:24:34Z20162016-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.26/46875eng10.7752/jpes.2016.s2162info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-10-05T02:16:12Zoai:comum.rcaap.pt:10400.26/46875Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:33:20.217614Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams
title Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams
spellingShingle Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams
Oliveira, Patrícia
applied mathematics
graph theory
social network analysis
performance analysis
football
title_short Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams
title_full Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams
title_fullStr Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams
title_full_unstemmed Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams
title_sort Network measures and digraph theory applied to soccer analysis : midfielder is the key player in youth teams
author Oliveira, Patrícia
author_facet Oliveira, Patrícia
Manuel Clemente, Filipe
M. L. Martins, Fernando
author_role author
author2 Manuel Clemente, Filipe
M. L. Martins, Fernando
author2_role author
author
dc.contributor.none.fl_str_mv Repositório Comum
dc.contributor.author.fl_str_mv Oliveira, Patrícia
Manuel Clemente, Filipe
M. L. Martins, Fernando
dc.subject.por.fl_str_mv applied mathematics
graph theory
social network analysis
performance analysis
football
topic applied mathematics
graph theory
social network analysis
performance analysis
football
description Graph and digraph theories have been used to test the relationships between teammates and the network properties of team sports. Nevertheless, no studies in young soccer teams have been found, as far we know. Therefore, the objective of the study was to apply network measures to identify centrality levels of young soccer players during official matches and analyse the variance between tactical positions and tactical line-ups. Seventy young soccer players from under-10 competitive level were observed during 10 matches. Significant statistical differences were found between players’ positions in IDC (p = 0.001; ES = 0.090; minimum effect); ODC (p = 0.001; ES = 0.156; minimum effect); and BC (p = 0.001; ES = 0.110; minimum effect) variables. No significant statistical differences were found between 1-3-2-1 and 1-2-3-1 line-ups for %IDC (p = 0.113; ES = 0.056; minimum effect), %ODC (p = 0.126; ES = 0.048; minimum effect) and %BC (p = 0.204; ES = 0.035; minimum effect). This study found that midfielder is the key position on the field, being a linkage player to attacking building.
publishDate 2016
dc.date.none.fl_str_mv 2016
2016-01-01T00:00:00Z
2023-09-29T10:24:34Z
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 http://hdl.handle.net/10400.26/46875
url http://hdl.handle.net/10400.26/46875
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.7752/jpes.2016.s2162
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.publisher.none.fl_str_mv [Editura Universitatea din Pitesti]
publisher.none.fl_str_mv [Editura Universitatea din Pitesti]
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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