Integrating physical and tactical factors in football using positional data: a systematic review

Detalhes bibliográficos
Autor(a) principal: Teixeira, José Eduardo
Data de Publicação: 2022
Outros Autores: Forte, Pedro, Ferraz, Ricardo, Branquinho, Luís, Silva, A.J., Monteiro, A.M., Barbosa, Tiago M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/26196
Resumo: Positional data have been used to capture physical and tactical factors in football, however current research is now looking to apply spatiotemporal parameters from an integrative perspective. Thus, the aim of this article was to systematically review the published articles that integrate physical and tactical variables in football using positional data. Methods and Materials: Following the Preferred Reporting Item for Systematic Reviews and Meta-analyses (PRISMA), a systematic search of relevant English-language articles was performed from earliest record to August 2021. The methodological quality of the studies was evaluated using the modified Downs and Black Quality Index (observational and cross-sectional studies) and the Physiotherapy Evidence Database (PEDro) scale (intervention studies). Results: The literature search returned 982 articles (WoS = 495; PubMed = 232 and SportDiscus = 255). After screening, 26 full-text articles met the inclusion criteria and data extraction was conducted. All studies considered the integration of physical and tactical variables in football using positional data (n = 26). Other dimensions were also reported, such as psychophysiological and technical factors, however the results of these approaches were not the focus of the analysis (n = 5). Quasi-experimental approaches considered training sets (n = 20) and match contexts (n = 6). One study analysed both training and play insights. Small sided-games (SSG) were the most common training task formats in the reviewed studies, with only three articles addressing medium-sided (MSG) (n = 1) and large-sided games (LSG) (n = 2), respectively. Conclusions: Among the current systematic review, the physical data can be integrated by player’s movement speed. Positional datasets can be computed by spatial movement, complex indexes, playing areas, intra-team and inter-team dyads. Futures researches should consider applying positional data in women’s football environments and explore the representativeness of the MSG and LSG.
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spelling Integrating physical and tactical factors in football using positional data: a systematic reviewTracking systemsMovementComplexityTrainingMatchSportsSoccerPositional data have been used to capture physical and tactical factors in football, however current research is now looking to apply spatiotemporal parameters from an integrative perspective. Thus, the aim of this article was to systematically review the published articles that integrate physical and tactical variables in football using positional data. Methods and Materials: Following the Preferred Reporting Item for Systematic Reviews and Meta-analyses (PRISMA), a systematic search of relevant English-language articles was performed from earliest record to August 2021. The methodological quality of the studies was evaluated using the modified Downs and Black Quality Index (observational and cross-sectional studies) and the Physiotherapy Evidence Database (PEDro) scale (intervention studies). Results: The literature search returned 982 articles (WoS = 495; PubMed = 232 and SportDiscus = 255). After screening, 26 full-text articles met the inclusion criteria and data extraction was conducted. All studies considered the integration of physical and tactical variables in football using positional data (n = 26). Other dimensions were also reported, such as psychophysiological and technical factors, however the results of these approaches were not the focus of the analysis (n = 5). Quasi-experimental approaches considered training sets (n = 20) and match contexts (n = 6). One study analysed both training and play insights. Small sided-games (SSG) were the most common training task formats in the reviewed studies, with only three articles addressing medium-sided (MSG) (n = 1) and large-sided games (LSG) (n = 2), respectively. Conclusions: Among the current systematic review, the physical data can be integrated by player’s movement speed. Positional datasets can be computed by spatial movement, complex indexes, playing areas, intra-team and inter-team dyads. Futures researches should consider applying positional data in women’s football environments and explore the representativeness of the MSG and LSG.This research was supported by Portuguese Foundation for Science and Technology, I.P. (project UIDB/04045/2020). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscriptPeerJ Inc.Biblioteca Digital do IPBTeixeira, José EduardoForte, PedroFerraz, RicardoBranquinho, LuísSilva, A.J.Monteiro, A.M.Barbosa, Tiago M.2022-12-13T17:04:03Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/26196engTeixeira, José Eduardo; Forte, Pedro; Ferraz, Ricardo; Branquinho, Luís; Silva, A.J.; Monteiro, A.M.; Barbosa, Tiago M. (2022). Integrating physical and tactical factors in football using positional data: a systematic review. PeerJ. ISSN 2167-8359. 10, p. 1-3210.7717/peerj.143812167-8359info: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:RCAAP2023-11-21T10:58:22Zoai:bibliotecadigital.ipb.pt:10198/26196Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:16:39.325186Repositório 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 Integrating physical and tactical factors in football using positional data: a systematic review
title Integrating physical and tactical factors in football using positional data: a systematic review
spellingShingle Integrating physical and tactical factors in football using positional data: a systematic review
Teixeira, José Eduardo
Tracking systems
Movement
Complexity
Training
Match
Sports
Soccer
title_short Integrating physical and tactical factors in football using positional data: a systematic review
title_full Integrating physical and tactical factors in football using positional data: a systematic review
title_fullStr Integrating physical and tactical factors in football using positional data: a systematic review
title_full_unstemmed Integrating physical and tactical factors in football using positional data: a systematic review
title_sort Integrating physical and tactical factors in football using positional data: a systematic review
author Teixeira, José Eduardo
author_facet Teixeira, José Eduardo
Forte, Pedro
Ferraz, Ricardo
Branquinho, Luís
Silva, A.J.
Monteiro, A.M.
Barbosa, Tiago M.
author_role author
author2 Forte, Pedro
Ferraz, Ricardo
Branquinho, Luís
Silva, A.J.
Monteiro, A.M.
Barbosa, Tiago M.
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Teixeira, José Eduardo
Forte, Pedro
Ferraz, Ricardo
Branquinho, Luís
Silva, A.J.
Monteiro, A.M.
Barbosa, Tiago M.
dc.subject.por.fl_str_mv Tracking systems
Movement
Complexity
Training
Match
Sports
Soccer
topic Tracking systems
Movement
Complexity
Training
Match
Sports
Soccer
description Positional data have been used to capture physical and tactical factors in football, however current research is now looking to apply spatiotemporal parameters from an integrative perspective. Thus, the aim of this article was to systematically review the published articles that integrate physical and tactical variables in football using positional data. Methods and Materials: Following the Preferred Reporting Item for Systematic Reviews and Meta-analyses (PRISMA), a systematic search of relevant English-language articles was performed from earliest record to August 2021. The methodological quality of the studies was evaluated using the modified Downs and Black Quality Index (observational and cross-sectional studies) and the Physiotherapy Evidence Database (PEDro) scale (intervention studies). Results: The literature search returned 982 articles (WoS = 495; PubMed = 232 and SportDiscus = 255). After screening, 26 full-text articles met the inclusion criteria and data extraction was conducted. All studies considered the integration of physical and tactical variables in football using positional data (n = 26). Other dimensions were also reported, such as psychophysiological and technical factors, however the results of these approaches were not the focus of the analysis (n = 5). Quasi-experimental approaches considered training sets (n = 20) and match contexts (n = 6). One study analysed both training and play insights. Small sided-games (SSG) were the most common training task formats in the reviewed studies, with only three articles addressing medium-sided (MSG) (n = 1) and large-sided games (LSG) (n = 2), respectively. Conclusions: Among the current systematic review, the physical data can be integrated by player’s movement speed. Positional datasets can be computed by spatial movement, complex indexes, playing areas, intra-team and inter-team dyads. Futures researches should consider applying positional data in women’s football environments and explore the representativeness of the MSG and LSG.
publishDate 2022
dc.date.none.fl_str_mv 2022-12-13T17:04:03Z
2022
2022-01-01T00:00:00Z
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/10198/26196
url http://hdl.handle.net/10198/26196
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Teixeira, José Eduardo; Forte, Pedro; Ferraz, Ricardo; Branquinho, Luís; Silva, A.J.; Monteiro, A.M.; Barbosa, Tiago M. (2022). Integrating physical and tactical factors in football using positional data: a systematic review. PeerJ. ISSN 2167-8359. 10, p. 1-32
10.7717/peerj.14381
2167-8359
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 PeerJ Inc.
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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
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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