Cargando…

Identification, Computational Examination, Critical Assessment and Future Considerations of Distance Variables to Assess Collective Tactical Behaviour in Team Invasion Sports by Positional Data: A Systematic Review

The aim of the study was the identification, computational examination, critical assessment and future considerations of distance variables to assess collective tactical behaviour in team invasion sports by positional data. A total of 3973 documents were initially retrieved. Finally, 72 articles met...

Descripción completa

Detalles Bibliográficos
Autores principales: Rico-González, Markel, Pino-Ortega, José, Nakamura, Fabio Y., Moura, Felipe Arruda, Los Arcos, Asier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7143020/
https://www.ncbi.nlm.nih.gov/pubmed/32192000
http://dx.doi.org/10.3390/ijerph17061952
_version_ 1783519516665315328
author Rico-González, Markel
Pino-Ortega, José
Nakamura, Fabio Y.
Moura, Felipe Arruda
Los Arcos, Asier
author_facet Rico-González, Markel
Pino-Ortega, José
Nakamura, Fabio Y.
Moura, Felipe Arruda
Los Arcos, Asier
author_sort Rico-González, Markel
collection PubMed
description The aim of the study was the identification, computational examination, critical assessment and future considerations of distance variables to assess collective tactical behaviour in team invasion sports by positional data. A total of 3973 documents were initially retrieved. Finally, 72 articles met the inclusion criteria, but only 26 suggested original tactical variables based on the distance variables. The distance variables can be classified into player–player, player–space, player–ball, and Geometrical Centre (GC)–GC /player/space/goal. In addition, several nonlinear techniques have been used to analyse the synchronisation and predictability of the distance variables in team invasion sports. Player–opponent distance is of special interest in those sports in which man-marking is commonly used, and in the micro-structure close to scoring situations in all sports. In addition, player–player distances are used to measure the length and the width of the team and player–GC distance to assess the dispersion of the team. Player–space distances have been measured to assess the distance of the player/team-line to relevant areas of the playing space. Several techniques have been applied to analyse the synchronisation (i.e., Hilbert transformation and cluster analyses) and the complexity and regularity or predictability (i.e., approximate entropies, sample entropy, cross-sample entropy and average mutual information) of the distance variables in team invasion sports, revealing the lack of consensus. Although the distance variables may be interesting tactical variables when considered in isolation, it would be enriching to analyse the relationship among these variables.
format Online
Article
Text
id pubmed-7143020
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-71430202020-04-14 Identification, Computational Examination, Critical Assessment and Future Considerations of Distance Variables to Assess Collective Tactical Behaviour in Team Invasion Sports by Positional Data: A Systematic Review Rico-González, Markel Pino-Ortega, José Nakamura, Fabio Y. Moura, Felipe Arruda Los Arcos, Asier Int J Environ Res Public Health Review The aim of the study was the identification, computational examination, critical assessment and future considerations of distance variables to assess collective tactical behaviour in team invasion sports by positional data. A total of 3973 documents were initially retrieved. Finally, 72 articles met the inclusion criteria, but only 26 suggested original tactical variables based on the distance variables. The distance variables can be classified into player–player, player–space, player–ball, and Geometrical Centre (GC)–GC /player/space/goal. In addition, several nonlinear techniques have been used to analyse the synchronisation and predictability of the distance variables in team invasion sports. Player–opponent distance is of special interest in those sports in which man-marking is commonly used, and in the micro-structure close to scoring situations in all sports. In addition, player–player distances are used to measure the length and the width of the team and player–GC distance to assess the dispersion of the team. Player–space distances have been measured to assess the distance of the player/team-line to relevant areas of the playing space. Several techniques have been applied to analyse the synchronisation (i.e., Hilbert transformation and cluster analyses) and the complexity and regularity or predictability (i.e., approximate entropies, sample entropy, cross-sample entropy and average mutual information) of the distance variables in team invasion sports, revealing the lack of consensus. Although the distance variables may be interesting tactical variables when considered in isolation, it would be enriching to analyse the relationship among these variables. MDPI 2020-03-17 2020-03 /pmc/articles/PMC7143020/ /pubmed/32192000 http://dx.doi.org/10.3390/ijerph17061952 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Rico-González, Markel
Pino-Ortega, José
Nakamura, Fabio Y.
Moura, Felipe Arruda
Los Arcos, Asier
Identification, Computational Examination, Critical Assessment and Future Considerations of Distance Variables to Assess Collective Tactical Behaviour in Team Invasion Sports by Positional Data: A Systematic Review
title Identification, Computational Examination, Critical Assessment and Future Considerations of Distance Variables to Assess Collective Tactical Behaviour in Team Invasion Sports by Positional Data: A Systematic Review
title_full Identification, Computational Examination, Critical Assessment and Future Considerations of Distance Variables to Assess Collective Tactical Behaviour in Team Invasion Sports by Positional Data: A Systematic Review
title_fullStr Identification, Computational Examination, Critical Assessment and Future Considerations of Distance Variables to Assess Collective Tactical Behaviour in Team Invasion Sports by Positional Data: A Systematic Review
title_full_unstemmed Identification, Computational Examination, Critical Assessment and Future Considerations of Distance Variables to Assess Collective Tactical Behaviour in Team Invasion Sports by Positional Data: A Systematic Review
title_short Identification, Computational Examination, Critical Assessment and Future Considerations of Distance Variables to Assess Collective Tactical Behaviour in Team Invasion Sports by Positional Data: A Systematic Review
title_sort identification, computational examination, critical assessment and future considerations of distance variables to assess collective tactical behaviour in team invasion sports by positional data: a systematic review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7143020/
https://www.ncbi.nlm.nih.gov/pubmed/32192000
http://dx.doi.org/10.3390/ijerph17061952
work_keys_str_mv AT ricogonzalezmarkel identificationcomputationalexaminationcriticalassessmentandfutureconsiderationsofdistancevariablestoassesscollectivetacticalbehaviourinteaminvasionsportsbypositionaldataasystematicreview
AT pinoortegajose identificationcomputationalexaminationcriticalassessmentandfutureconsiderationsofdistancevariablestoassesscollectivetacticalbehaviourinteaminvasionsportsbypositionaldataasystematicreview
AT nakamurafabioy identificationcomputationalexaminationcriticalassessmentandfutureconsiderationsofdistancevariablestoassesscollectivetacticalbehaviourinteaminvasionsportsbypositionaldataasystematicreview
AT mourafelipearruda identificationcomputationalexaminationcriticalassessmentandfutureconsiderationsofdistancevariablestoassesscollectivetacticalbehaviourinteaminvasionsportsbypositionaldataasystematicreview
AT losarcosasier identificationcomputationalexaminationcriticalassessmentandfutureconsiderationsofdistancevariablestoassesscollectivetacticalbehaviourinteaminvasionsportsbypositionaldataasystematicreview