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Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data

BACKGROUND: Cardiorespiratory fitness (CRF) is a powerful marker of cardiovascular health, especially in youth. Several field tests can provide accurate measurement of CRF, the Cooper Run Test (CRT) is generally preferred by physical education (PE) teachers and trainers. The CRT performance in adole...

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Autores principales: Azzali, Gianluca, Bellato, Massimo, Giuriato, Matteo, Carnevale Pellino, Vittoria, Vandoni, Matteo, Ceccarelli, Gabriele, Lovecchio, Nicola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10124560/
https://www.ncbi.nlm.nih.gov/pubmed/37101790
http://dx.doi.org/10.7717/peerj.15271
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author Azzali, Gianluca
Bellato, Massimo
Giuriato, Matteo
Carnevale Pellino, Vittoria
Vandoni, Matteo
Ceccarelli, Gabriele
Lovecchio, Nicola
author_facet Azzali, Gianluca
Bellato, Massimo
Giuriato, Matteo
Carnevale Pellino, Vittoria
Vandoni, Matteo
Ceccarelli, Gabriele
Lovecchio, Nicola
author_sort Azzali, Gianluca
collection PubMed
description BACKGROUND: Cardiorespiratory fitness (CRF) is a powerful marker of cardiovascular health, especially in youth. Several field tests can provide accurate measurement of CRF, the Cooper Run Test (CRT) is generally preferred by physical education (PE) teachers and trainers. The CRT performance in adolescents has been compared to reference distance values, gender and age but the differences among the anthropometric characteristics of youth has not been evaluated. For these reasons, the aim of this study was to develop reference standards for CRT and evaluate possible correlations between biometric measurements and athletic performance. METHODS: This cross-sectional study involved a total of 9,477 children (4,615 girls) aged 11–14 years, freely recruited from North Italian middle schools. Mass, height and CRT performances were assessed in the morning during PE classes as scheduled (mornings-Monday to Friday). The anthropometric measures were collected at least 20 min before the CRT run test. RESULTS: We found a better CRT result in boys (p < 0.001), however a smaller SD in girls suggested a more homogeneous aerobic performance for girls (i.e., 371.12 m vs 282.00 m). In addition, the Shapiro-Wilk test showed a low p-value (p < 0.001) but the effect size (0.031 for boys and 0.022 for girls) was small enough that the correction on this parameter allows a practical assumption of normality for the distributions. A visual homoskedastic distribution in both sexes is evident for both body mass index (BMI), mass and VO(2) peak with respect to CRT results. In addition, there were low linear correlation coefficients for both BMI, mass and VO(2) peak compared to the CRT results, with a R2 < 0.5 for every covariate. The only visual heteroskedastic distribution was observed in regression between distance in CRT and age at peak high velocity. CONCLUSIONS: Our findings suggested that anthropometric characteristics are not powerful markers to predict Cooper Run Test results in a well-mixed, unpolarized and unbiased pool of middle school boys and girls. PE teachers and trainers should prefer endurance tests over the use of indirect formulas to predict performance.
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spelling pubmed-101245602023-04-25 Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data Azzali, Gianluca Bellato, Massimo Giuriato, Matteo Carnevale Pellino, Vittoria Vandoni, Matteo Ceccarelli, Gabriele Lovecchio, Nicola PeerJ Anatomy and Physiology BACKGROUND: Cardiorespiratory fitness (CRF) is a powerful marker of cardiovascular health, especially in youth. Several field tests can provide accurate measurement of CRF, the Cooper Run Test (CRT) is generally preferred by physical education (PE) teachers and trainers. The CRT performance in adolescents has been compared to reference distance values, gender and age but the differences among the anthropometric characteristics of youth has not been evaluated. For these reasons, the aim of this study was to develop reference standards for CRT and evaluate possible correlations between biometric measurements and athletic performance. METHODS: This cross-sectional study involved a total of 9,477 children (4,615 girls) aged 11–14 years, freely recruited from North Italian middle schools. Mass, height and CRT performances were assessed in the morning during PE classes as scheduled (mornings-Monday to Friday). The anthropometric measures were collected at least 20 min before the CRT run test. RESULTS: We found a better CRT result in boys (p < 0.001), however a smaller SD in girls suggested a more homogeneous aerobic performance for girls (i.e., 371.12 m vs 282.00 m). In addition, the Shapiro-Wilk test showed a low p-value (p < 0.001) but the effect size (0.031 for boys and 0.022 for girls) was small enough that the correction on this parameter allows a practical assumption of normality for the distributions. A visual homoskedastic distribution in both sexes is evident for both body mass index (BMI), mass and VO(2) peak with respect to CRT results. In addition, there were low linear correlation coefficients for both BMI, mass and VO(2) peak compared to the CRT results, with a R2 < 0.5 for every covariate. The only visual heteroskedastic distribution was observed in regression between distance in CRT and age at peak high velocity. CONCLUSIONS: Our findings suggested that anthropometric characteristics are not powerful markers to predict Cooper Run Test results in a well-mixed, unpolarized and unbiased pool of middle school boys and girls. PE teachers and trainers should prefer endurance tests over the use of indirect formulas to predict performance. PeerJ Inc. 2023-04-21 /pmc/articles/PMC10124560/ /pubmed/37101790 http://dx.doi.org/10.7717/peerj.15271 Text en © 2023 Azzali et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Anatomy and Physiology
Azzali, Gianluca
Bellato, Massimo
Giuriato, Matteo
Carnevale Pellino, Vittoria
Vandoni, Matteo
Ceccarelli, Gabriele
Lovecchio, Nicola
Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data
title Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data
title_full Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data
title_fullStr Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data
title_full_unstemmed Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data
title_short Are anthropometric characteristics powerful markers to predict the Cooper Run Test? Actual Caucasian data
title_sort are anthropometric characteristics powerful markers to predict the cooper run test? actual caucasian data
topic Anatomy and Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10124560/
https://www.ncbi.nlm.nih.gov/pubmed/37101790
http://dx.doi.org/10.7717/peerj.15271
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