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dc.contributor.authorRic Diez, Ángel
dc.contributor.authorTorrents Martín, Carlota
dc.contributor.authorGonçalves, Bruno
dc.contributor.authorSampaio, Jaime
dc.contributor.authorHristovski, Robert
dc.date.accessioned2017-06-27T10:50:05Z
dc.date.available2017-06-27T10:50:05Z
dc.date.issued2016
dc.identifier.issn1664-1078
dc.identifier.urihttp://hdl.handle.net/10459.1/59941
dc.description.abstractThis study aimed to identify the tactical patterns and the timescales of variables during a soccer match, allowing understanding the multilevel organization of tactical behaviors, and to determine the similarity of patterns performed by different groups of teammates during the first and second halves. Positional data from 20 professional male soccer players from the same team were collected using high frequency global positioning systems (5 Hz). Twenty-nine categories of tactical behaviors were determined from eight positioning-derived variables creating multivariate binary (Boolean) time-series matrices. Hierarchical principal component analysis (PCA) was used to identify the multilevel structure of tactical behaviors. The sequential reduction of each set level of principal components revealed a sole principal component as the slowest collective variable, forming the global basin of attraction of tactical patterns during each half of the match. In addition, the mean dwell time of each positioning-derived variable helped to understand the multilevel organization of collective tactical behavior during a soccer match. This approach warrants further investigations to analyze the influence of task constraints on the emergence of tactical behavior. Furthermore, PCA can help coaches to design representative training tasks according to those tactical patterns captured during match competitions and to compare them depending on situational variables.ca_ES
dc.language.isoengca_ES
dc.publisherFrontiers Mediaca_ES
dc.relation.isformatofReproducció del document publicat a https://doi.org/10.3389/fpsyg.2016.01513ca_ES
dc.relation.ispartofFrontiers in Psychology, 2016, vol. 7, núm. 1513, p. 1-12ca_ES
dc.rightscc-by (c) Ángel Ric et al., 2016. This Document is Protected by copyright and was first published by Frontiers. All rights reserved. it is reproduced with permission.ca_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectExploratory behaviorca_ES
dc.subjectInterpersonal coordinationca_ES
dc.subjectComplex systemsca_ES
dc.subjectCollective variablesca_ES
dc.subjectPrincipal component analysisca_ES
dc.titleSoft-assembled multilevel dynamics of tactical behaviors in soccerca_ES
dc.typearticleca_ES
dc.type.versionpublishedVersionca_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessca_ES
dc.identifier.doihttps://doi.org/10.3389/fpsyg.2016.01513


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cc-by (c) Ángel Ric et al., 2016. This Document is Protected by copyright and was first published by Frontiers. All rights reserved. it is reproduced with permission.
Except where otherwise noted, this item's license is described as cc-by (c) Ángel Ric et al., 2016. This Document is Protected by copyright and was first published by Frontiers. All rights reserved. it is reproduced with permission.