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New regression models to predict fat mass in intermediate-level male padel players

PURPOSE: Padel is a racquet team sport that has generated great interest in recent years, but the anthropometric and body composition characteristics of padel players have not widely been investigated. So, this study has a threefold aim: i) to draw two specific linear regression models to estimate f...

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Autores principales: Mauro, Mario, Toselli, Stefania, De Giorgi, Silvana, Heinrich, Katie M., Di Gioia, Giulio, Moretti, Biagio, Greco, Gianpiero, Cataldi, Stefania, Moretti, Lorenzo, Fischetti, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404778/
https://www.ncbi.nlm.nih.gov/pubmed/37554805
http://dx.doi.org/10.1016/j.heliyon.2023.e18719
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author Mauro, Mario
Toselli, Stefania
De Giorgi, Silvana
Heinrich, Katie M.
Di Gioia, Giulio
Moretti, Biagio
Greco, Gianpiero
Cataldi, Stefania
Moretti, Lorenzo
Fischetti, Francesco
author_facet Mauro, Mario
Toselli, Stefania
De Giorgi, Silvana
Heinrich, Katie M.
Di Gioia, Giulio
Moretti, Biagio
Greco, Gianpiero
Cataldi, Stefania
Moretti, Lorenzo
Fischetti, Francesco
author_sort Mauro, Mario
collection PubMed
description PURPOSE: Padel is a racquet team sport that has generated great interest in recent years, but the anthropometric and body composition characteristics of padel players have not widely been investigated. So, this study has a threefold aim: i) to draw two specific linear regression models to estimate fat mass from Dual X-ray Absorptiometry (DXA) to anthropometry or bioelectrical impedance analysis (BIA); ii) to provide a BIA-vector (BIVA) profile of intermediate level padel players; iii) to understand if anthropometric, body composition and handgrip strength differ among padel's roles. METHODS: Participants were 15 padel players (26.66 ± 11.84 years, 71.6 ± 12.51 kg, 173.13 ± 7.63 cm) who competed in the same championship. DXA, anthropometry, BIA and vector analysis were assessed. The stepwise procedure for the best general linear model was performed. The one-way ANOVA was used to compare right and left-side players. The Bland-Altman method, concordance correlation and Pearson's correlation coefficients, and statistical power achieved were computed. RESULTS: The regression models achieved high goodness of fits in fat mass estimation (anthropometric adj. R(2) = 0.984, BIA adj. R(2) = 0.949) with four and two regressors, respectively. Padel players showed BIVA features close to teams' (D = 0.22) and power's (D = 0.37) sports. Also, no significant differences between left and right players were found in body composition and handgrip strength. CONCLUSION: This study provided novel and useful information on players' body profiles for coaches and trainers. Also, our resulting equations provide easy-to-assess field methods in the accurate estimation of players’ body composition characteristics.
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spelling pubmed-104047782023-08-08 New regression models to predict fat mass in intermediate-level male padel players Mauro, Mario Toselli, Stefania De Giorgi, Silvana Heinrich, Katie M. Di Gioia, Giulio Moretti, Biagio Greco, Gianpiero Cataldi, Stefania Moretti, Lorenzo Fischetti, Francesco Heliyon Research Article PURPOSE: Padel is a racquet team sport that has generated great interest in recent years, but the anthropometric and body composition characteristics of padel players have not widely been investigated. So, this study has a threefold aim: i) to draw two specific linear regression models to estimate fat mass from Dual X-ray Absorptiometry (DXA) to anthropometry or bioelectrical impedance analysis (BIA); ii) to provide a BIA-vector (BIVA) profile of intermediate level padel players; iii) to understand if anthropometric, body composition and handgrip strength differ among padel's roles. METHODS: Participants were 15 padel players (26.66 ± 11.84 years, 71.6 ± 12.51 kg, 173.13 ± 7.63 cm) who competed in the same championship. DXA, anthropometry, BIA and vector analysis were assessed. The stepwise procedure for the best general linear model was performed. The one-way ANOVA was used to compare right and left-side players. The Bland-Altman method, concordance correlation and Pearson's correlation coefficients, and statistical power achieved were computed. RESULTS: The regression models achieved high goodness of fits in fat mass estimation (anthropometric adj. R(2) = 0.984, BIA adj. R(2) = 0.949) with four and two regressors, respectively. Padel players showed BIVA features close to teams' (D = 0.22) and power's (D = 0.37) sports. Also, no significant differences between left and right players were found in body composition and handgrip strength. CONCLUSION: This study provided novel and useful information on players' body profiles for coaches and trainers. Also, our resulting equations provide easy-to-assess field methods in the accurate estimation of players’ body composition characteristics. Elsevier 2023-07-27 /pmc/articles/PMC10404778/ /pubmed/37554805 http://dx.doi.org/10.1016/j.heliyon.2023.e18719 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Mauro, Mario
Toselli, Stefania
De Giorgi, Silvana
Heinrich, Katie M.
Di Gioia, Giulio
Moretti, Biagio
Greco, Gianpiero
Cataldi, Stefania
Moretti, Lorenzo
Fischetti, Francesco
New regression models to predict fat mass in intermediate-level male padel players
title New regression models to predict fat mass in intermediate-level male padel players
title_full New regression models to predict fat mass in intermediate-level male padel players
title_fullStr New regression models to predict fat mass in intermediate-level male padel players
title_full_unstemmed New regression models to predict fat mass in intermediate-level male padel players
title_short New regression models to predict fat mass in intermediate-level male padel players
title_sort new regression models to predict fat mass in intermediate-level male padel players
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404778/
https://www.ncbi.nlm.nih.gov/pubmed/37554805
http://dx.doi.org/10.1016/j.heliyon.2023.e18719
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