A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters

Detalhes bibliográficos
Autor(a) principal: Aedo-Muñoz, Esteban
Data de Publicação: 2022
Outros Autores: Reyes-Galvez , Natalia, López-Guzmán, Chris Mauro, Argothy-Bucheli, Rodrigo, Prat-Luri, Amaya, Bustamante-Garrido, Alejandro, Miarka, Bianca, Brito, Ciro José
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.6063/motricidade.24626
Resumo: This study measured the peak force (PF) in cadet inline speed skaters (ISS) and verified the physical measures that determine athletes' performance on the Isometric Mid-Thigh Pull Test (IMTP) through a multivariate regression and discriminant canonical analysis. A total of 36 high-performance male (n= 18; age= 17.4± 1.21 years; body mass= 65.1± 6.18 kg; height= 168.6± 5.1 cm) and female (n= 18; age= 17.4± 1.23 years; body mass= 55.5± 4.4 kg; height= 158.6± 5.2 cm) athletes were measured two times (with a 3-day interval). All participants performed the IMTP and sit-and-reach (SR) tests, and an evaluator performed anthropometric circumference measurements on their thighs and calves. The main results indicated that males showed a higher PF on the test (m= 59.0± 3.9 N/kg vs. f= 50.4± 5.8 N/kg; p≤ 0.001) and retest (m= 59.1± 4.2 N/kg vs. f= 51.9± 6.6 N/kg; p≤ 0.001). In the first, thigh circumference (X2= 29.01, p≤ 0.001, R2= 0.74) had an overall 91.7% prediction. The second model included using the SR and thigh circumference (X2= 49.91, p≤ 0.001, R2= 1.0) showed an overall prediction of 100.0%. The thigh circumference matrix showed better predictive power for (coefficient= 7.158) male and female IMTP performance. In conclusion, despite the gender differences, the thigh circumference is a good predictor for PF in cadet ISS athletes.
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spelling A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skatersOriginal ArticleThis study measured the peak force (PF) in cadet inline speed skaters (ISS) and verified the physical measures that determine athletes' performance on the Isometric Mid-Thigh Pull Test (IMTP) through a multivariate regression and discriminant canonical analysis. A total of 36 high-performance male (n= 18; age= 17.4± 1.21 years; body mass= 65.1± 6.18 kg; height= 168.6± 5.1 cm) and female (n= 18; age= 17.4± 1.23 years; body mass= 55.5± 4.4 kg; height= 158.6± 5.2 cm) athletes were measured two times (with a 3-day interval). All participants performed the IMTP and sit-and-reach (SR) tests, and an evaluator performed anthropometric circumference measurements on their thighs and calves. The main results indicated that males showed a higher PF on the test (m= 59.0± 3.9 N/kg vs. f= 50.4± 5.8 N/kg; p≤ 0.001) and retest (m= 59.1± 4.2 N/kg vs. f= 51.9± 6.6 N/kg; p≤ 0.001). In the first, thigh circumference (X2= 29.01, p≤ 0.001, R2= 0.74) had an overall 91.7% prediction. The second model included using the SR and thigh circumference (X2= 49.91, p≤ 0.001, R2= 1.0) showed an overall prediction of 100.0%. The thigh circumference matrix showed better predictive power for (coefficient= 7.158) male and female IMTP performance. In conclusion, despite the gender differences, the thigh circumference is a good predictor for PF in cadet ISS athletes.Este estudo mediu o pico de força (FP) em patinadores inline (ISS) cadete e verificou as medidas físicas que determinam o desempenho dos atletas no teste isométrico de tração média da coxa (IMTP) por meio de uma regressão multivariada e análise canônica discriminante. Um total de 36 atletas de alto nivel, homens (n=18; idade=17,4±1,2 anos; massa corporal = 65,1±6,2 kg; altura = 168,6±5,1 cm) e mulheres (n=18; idade = 17,4±1,2 anos; corpo massa = 55,5±4,4 kg; altura = 158,6±5,2 cm) foram medidos duas vezes (intervalo de 3 dias). Todos os participantes realizaram os testes de IMTP e sentar e alcançar (SR), um avaliador realizou medidas antropométricas de circunferência nas coxas e panturrilhas. Os principais resultados indicaram que o sexo masculino apresentou maior FP no teste (m: 59,0±3,9 N / kg vs. f: 50,4±5,8 N/kg; p≤0,001) e reteste (m: 59,1±4,2 N/kg vs. f: 51,9±6,6 N/kg; p≤0,001). No primeiro modelo, a circunferência da coxa (X2=29,01, p≤0,001, R2=0,74) apresentou capacidade preditiva de 91,7% do desempenho. O segundo modelo incluído usando o SR e a circunferência da coxa (X2=49,91, p≤0,001, R2=1,0) apresentou capacidade preditiva em 100,0% para o desepenho no teste. A matriz da circunferência da coxa apresentou melhor poder preditivo para (coeficiente = 7,158) desempenho IMTP masculino e feminino. Em conclusão, apesar das diferenças de gênero, a circunferência da coxa é um bom preditor para FP em atletas cadetes do ISS.Edições Sílabas Didáticas2022-06-30info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://doi.org/10.6063/motricidade.24626eng2182-29721646-107XAedo-Muñoz, EstebanReyes-Galvez , NataliaLópez-Guzmán, Chris MauroArgothy-Bucheli, RodrigoPrat-Luri, AmayaBustamante-Garrido, AlejandroMiarka, BiancaBrito, Ciro Joséinfo: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:RCAAP2022-12-08T13:45:13Zoai:ojs.revistas.rcaap.pt:article/24626Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:30:15.744882Repositório 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 A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters
title A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters
spellingShingle A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters
Aedo-Muñoz, Esteban
Original Article
title_short A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters
title_full A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters
title_fullStr A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters
title_full_unstemmed A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters
title_sort A multivariate regression and discriminant canonical analysis of Isometric Mid-Thigh Pull performance in cadet inline speed skaters
author Aedo-Muñoz, Esteban
author_facet Aedo-Muñoz, Esteban
Reyes-Galvez , Natalia
López-Guzmán, Chris Mauro
Argothy-Bucheli, Rodrigo
Prat-Luri, Amaya
Bustamante-Garrido, Alejandro
Miarka, Bianca
Brito, Ciro José
author_role author
author2 Reyes-Galvez , Natalia
López-Guzmán, Chris Mauro
Argothy-Bucheli, Rodrigo
Prat-Luri, Amaya
Bustamante-Garrido, Alejandro
Miarka, Bianca
Brito, Ciro José
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Aedo-Muñoz, Esteban
Reyes-Galvez , Natalia
López-Guzmán, Chris Mauro
Argothy-Bucheli, Rodrigo
Prat-Luri, Amaya
Bustamante-Garrido, Alejandro
Miarka, Bianca
Brito, Ciro José
dc.subject.por.fl_str_mv Original Article
topic Original Article
description This study measured the peak force (PF) in cadet inline speed skaters (ISS) and verified the physical measures that determine athletes' performance on the Isometric Mid-Thigh Pull Test (IMTP) through a multivariate regression and discriminant canonical analysis. A total of 36 high-performance male (n= 18; age= 17.4± 1.21 years; body mass= 65.1± 6.18 kg; height= 168.6± 5.1 cm) and female (n= 18; age= 17.4± 1.23 years; body mass= 55.5± 4.4 kg; height= 158.6± 5.2 cm) athletes were measured two times (with a 3-day interval). All participants performed the IMTP and sit-and-reach (SR) tests, and an evaluator performed anthropometric circumference measurements on their thighs and calves. The main results indicated that males showed a higher PF on the test (m= 59.0± 3.9 N/kg vs. f= 50.4± 5.8 N/kg; p≤ 0.001) and retest (m= 59.1± 4.2 N/kg vs. f= 51.9± 6.6 N/kg; p≤ 0.001). In the first, thigh circumference (X2= 29.01, p≤ 0.001, R2= 0.74) had an overall 91.7% prediction. The second model included using the SR and thigh circumference (X2= 49.91, p≤ 0.001, R2= 1.0) showed an overall prediction of 100.0%. The thigh circumference matrix showed better predictive power for (coefficient= 7.158) male and female IMTP performance. In conclusion, despite the gender differences, the thigh circumference is a good predictor for PF in cadet ISS athletes.
publishDate 2022
dc.date.none.fl_str_mv 2022-06-30
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://doi.org/10.6063/motricidade.24626
url https://doi.org/10.6063/motricidade.24626
dc.language.iso.fl_str_mv eng
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dc.publisher.none.fl_str_mv Edições Sílabas Didáticas
publisher.none.fl_str_mv Edições Sílabas Didáticas
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
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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