Factor analysis for detection of sports talent in football players

Detalhes bibliográficos
Autor(a) principal: Abrahão, Ariel
Data de Publicação: 2022
Outros Autores: Andrade Júnior, Élvio Marcos de, Ferraz, Almir de França, Hongyu, Kuang, Fett, Carlos
Tipo de documento: Artigo
Idioma: por
eng
Título da fonte: Saúde e Pesquisa (Online)
Texto Completo: https://periodicos.unicesumar.edu.br/index.php/saudpesq/article/view/9766
Resumo: Verify the applicability of Factor Analysis - FA by crossing the variables obtained with the tests proposed by a protocol for detecting talent, anthropometry, flexibility and strength. The sample included 38 under-19 athletes from Cuiabá Esporte Clube. The evaluation consisted of the application of the iSports test protocol to detect sports talent, anthropometric tests (weight, height, BMI, WHR), flexibility test (sit and reach), manual strength test (Hand Grip) and vertical impulsion test. Through PA, 14 variables were reorganized into 4 new factors taking into account their commonalities and variances. Each new factor presents correlations between 2 or more variables that were discussed later. This type of multivariate statistical analysis proved to be efficient for grouping of data and for the possibility of being applied as a tool that helps and seeks to contemplate the multidimensionality of the identification of sporting talents.
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spelling Factor analysis for detection of sports talent in football playersAnálise fatorial para detecção do talento esportivo em jogadores de futebolMultivariate analysisSoccerSports performanceAnálise multivariadaDesempenho esportivoFutebolDesempenhoEsporteAvaliação FísicaVerify the applicability of Factor Analysis - FA by crossing the variables obtained with the tests proposed by a protocol for detecting talent, anthropometry, flexibility and strength. The sample included 38 under-19 athletes from Cuiabá Esporte Clube. The evaluation consisted of the application of the iSports test protocol to detect sports talent, anthropometric tests (weight, height, BMI, WHR), flexibility test (sit and reach), manual strength test (Hand Grip) and vertical impulsion test. Through PA, 14 variables were reorganized into 4 new factors taking into account their commonalities and variances. Each new factor presents correlations between 2 or more variables that were discussed later. This type of multivariate statistical analysis proved to be efficient for grouping of data and for the possibility of being applied as a tool that helps and seeks to contemplate the multidimensionality of the identification of sporting talents.O objetivo deste trabalho é verificar a aplicabilidade da Análise Fatorial - AF através do cruzamento das variáveis obtidas com os testes propostos por um protocolo de detecção de talento esportivo no futebol, antropometria, flexibilidade e força. Participaram da amostra 38 atletas da categoria sub-19 do Cuiabá Esporte Clube. A avaliação consistiu na aplicação do protocolo de testes iSports para detecção do talento esportivo, testes antropométricos (massa corporal, estatura, Índice de Massa Corporal - IMC, Relação Cintura e Quadril - RCQ), teste de flexibilidade (Sentar e Alcançar), teste de força manual (Hand Grip) e teste de impulsão vertical. Através da AF, 14 variáveis foram reorganizadas em 4 novos fatores levando em consideração suas comunalidades e variâncias. Este tipo de análise estatística multivariada se mostrou eficiente para o reagrupamento de dados e para a possibilidade de ser aplicada como uma ferramenta que contemplar a multidimensionalidade do talento esportivo.Universidade Cesumar - UniCesumar2022-01-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAvaliado por Paresapplication/pdfapplication/pdfhttps://periodicos.unicesumar.edu.br/index.php/saudpesq/article/view/976610.17765/2176-9206.2022v15n1.e9766Saúde e Pesquisa; Vol 15 No 1 (2022): jan./mar. - Ahead of print; 1-13Saúde e Pesquisa; v. 15 n. 1 (2022): jan./mar. - Ahead of print; 1-132176-9206reponame:Saúde e Pesquisa (Online)instname:Cesumar Diretoria de Pesquisainstacron:CESUMARporenghttps://periodicos.unicesumar.edu.br/index.php/saudpesq/article/view/9766/6945https://periodicos.unicesumar.edu.br/index.php/saudpesq/article/view/9766/6946Abrahão, ArielAndrade Júnior, Élvio Marcos de Ferraz, Almir de FrançaHongyu, KuangFett, Carlosinfo:eu-repo/semantics/openAccess2022-05-04T17:44:57Zoai:ojs.pkp.sfu.ca:article/9766Revistahttps://periodicos.unicesumar.edu.br/index.php/saudpesqPUBhttps://periodicos.unicesumar.edu.br/index.php/saudpesq/oainaep@cesumar.br2176-92061983-1870opendoar:2022-05-04T17:44:57Saúde e Pesquisa (Online) - Cesumar Diretoria de Pesquisafalse
dc.title.none.fl_str_mv Factor analysis for detection of sports talent in football players
Análise fatorial para detecção do talento esportivo em jogadores de futebol
title Factor analysis for detection of sports talent in football players
spellingShingle Factor analysis for detection of sports talent in football players
Abrahão, Ariel
Multivariate analysis
Soccer
Sports performance
Análise multivariada
Desempenho esportivo
Futebol
Desempenho
Esporte
Avaliação Física
title_short Factor analysis for detection of sports talent in football players
title_full Factor analysis for detection of sports talent in football players
title_fullStr Factor analysis for detection of sports talent in football players
title_full_unstemmed Factor analysis for detection of sports talent in football players
title_sort Factor analysis for detection of sports talent in football players
author Abrahão, Ariel
author_facet Abrahão, Ariel
Andrade Júnior, Élvio Marcos de
Ferraz, Almir de França
Hongyu, Kuang
Fett, Carlos
author_role author
author2 Andrade Júnior, Élvio Marcos de
Ferraz, Almir de França
Hongyu, Kuang
Fett, Carlos
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Abrahão, Ariel
Andrade Júnior, Élvio Marcos de
Ferraz, Almir de França
Hongyu, Kuang
Fett, Carlos
dc.subject.por.fl_str_mv Multivariate analysis
Soccer
Sports performance
Análise multivariada
Desempenho esportivo
Futebol
Desempenho
Esporte
Avaliação Física
topic Multivariate analysis
Soccer
Sports performance
Análise multivariada
Desempenho esportivo
Futebol
Desempenho
Esporte
Avaliação Física
description Verify the applicability of Factor Analysis - FA by crossing the variables obtained with the tests proposed by a protocol for detecting talent, anthropometry, flexibility and strength. The sample included 38 under-19 athletes from Cuiabá Esporte Clube. The evaluation consisted of the application of the iSports test protocol to detect sports talent, anthropometric tests (weight, height, BMI, WHR), flexibility test (sit and reach), manual strength test (Hand Grip) and vertical impulsion test. Through PA, 14 variables were reorganized into 4 new factors taking into account their commonalities and variances. Each new factor presents correlations between 2 or more variables that were discussed later. This type of multivariate statistical analysis proved to be efficient for grouping of data and for the possibility of being applied as a tool that helps and seeks to contemplate the multidimensionality of the identification of sporting talents.
publishDate 2022
dc.date.none.fl_str_mv 2022-01-31
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Avaliado por Pares
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.unicesumar.edu.br/index.php/saudpesq/article/view/9766
10.17765/2176-9206.2022v15n1.e9766
url https://periodicos.unicesumar.edu.br/index.php/saudpesq/article/view/9766
identifier_str_mv 10.17765/2176-9206.2022v15n1.e9766
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv https://periodicos.unicesumar.edu.br/index.php/saudpesq/article/view/9766/6945
https://periodicos.unicesumar.edu.br/index.php/saudpesq/article/view/9766/6946
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Cesumar - UniCesumar
publisher.none.fl_str_mv Universidade Cesumar - UniCesumar
dc.source.none.fl_str_mv Saúde e Pesquisa; Vol 15 No 1 (2022): jan./mar. - Ahead of print; 1-13
Saúde e Pesquisa; v. 15 n. 1 (2022): jan./mar. - Ahead of print; 1-13
2176-9206
reponame:Saúde e Pesquisa (Online)
instname:Cesumar Diretoria de Pesquisa
instacron:CESUMAR
instname_str Cesumar Diretoria de Pesquisa
instacron_str CESUMAR
institution CESUMAR
reponame_str Saúde e Pesquisa (Online)
collection Saúde e Pesquisa (Online)
repository.name.fl_str_mv Saúde e Pesquisa (Online) - Cesumar Diretoria de Pesquisa
repository.mail.fl_str_mv naep@cesumar.br
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