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Network analysis in basketball : inspecting the prominent players using centrality metrics

2015Journal article Open access
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dc.contributor.authorManuel Clemente, Filipe
dc.contributor.authorM. L. Martins, Fernando
dc.contributor.authorKalamaras, Dimitris
dc.contributor.authorMendes, Rui
dc.date.accessioned2023-09-22T12:00:32Z
dc.date.available2023-09-22T12:00:32Z
dc.date.issued2015
dc.description.abstractThe aim of this study was to analyse the team-members cooperation in basketball by using centrality metrics of network. Different ages were compared in this study. Forty players (10 players of under-14; 10 players of under16; 10 players of under-18 and 10 players in amateurs with more than 20 years) voluntarily participated in this study. A total of 326 units of attack were generated based on the team-members interactions and then converted in final graphs. The one-way ANOVA for the factor tactical position found statistical differences in the dependent variables of %DCentrality (F(4,15) = 13.622; p-value = 0.001; n2 = 0.784; Large Effect Size) and %DPrestige (F(4,15) = 20.590; p-value = 0.001; n2 = 0.846; Large Effect Size). In conclusion this study showed that point guard was the prominent position during the attacking organization and that social network analysis it is a useful approach to identify the patterns of interactions in the game of basketball.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.urihttp://hdl.handle.net/10400.26/46710
dc.language.isoengpt_PT
dc.publisherEditura Universitatea din Pitestpt_PT
dc.subjectcollective behaviourpt_PT
dc.subjectmatch analysispt_PT
dc.subjectnetworkpt_PT
dc.subjectmetricspt_PT
dc.subjecttechnical performancept_PT
dc.subjectbasketballpt_PT
dc.titleNetwork analysis in basketball : inspecting the prominent players using centrality metricspt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlacePitestipt_PT
oaire.citation.endPage217pt_PT
oaire.citation.issue2pt_PT
oaire.citation.startPage212pt_PT
oaire.citation.titleJournal of Physical Education and Sportpt_PT
oaire.citation.volume15pt_PT
person.familyNameClemente
person.familyNameMartins
person.familyNameMendes
person.givenNameFilipe Manuel
person.givenNameFernando Manuel Lourenço
person.givenNameRui
person.identifier375349
person.identifier0000000070715256
person.identifier722571
person.identifier.ciencia-id9E1A-F9DD-3EB8
person.identifier.ciencia-id8512-5BB4-6DFD
person.identifier.ciencia-idA71F-1E22-D496
person.identifier.orcid0000-0001-9813-2842
person.identifier.orcid0000-0002-1812-2300
person.identifier.orcid0000-0002-2433-5193
person.identifier.ridG-2625-2012
person.identifier.ridAAK-6934-2020
person.identifier.scopus-author-id57217191490
person.identifier.scopus-author-id54881476100
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
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relation.isAuthorOfPublication805fc13a-0e76-4f11-9d4c-0dc177f8145c
relation.isAuthorOfPublicationb75ec7e9-b217-42e1-9df0-a340e34ca0d0
relation.isAuthorOfPublication.latestForDiscoveryb75ec7e9-b217-42e1-9df0-a340e34ca0d0

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