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Aerobic Variables for Prediction of Alpine Skiing Performance – A Novel Approach
The aim of this study was to investigate the predictive power of aerobic test results and anthropometric variables on FIS-ranking of junior elite alpine skiers. Results from twenty-three male and female adolescent elite alpine skiers from two seasons were included in the multivariate statistical mod...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
© Georg Thieme Verlag KG
2018
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6277242/ https://www.ncbi.nlm.nih.gov/pubmed/30539126 http://dx.doi.org/10.1055/a-0655-7249 |
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author | Nilsson, Robert Lindberg, Ann-Sofie Theos, Apostolos Ferguson, Richard A. Malm, Christer |
author_facet | Nilsson, Robert Lindberg, Ann-Sofie Theos, Apostolos Ferguson, Richard A. Malm, Christer |
author_sort | Nilsson, Robert |
collection | PubMed |
description | The aim of this study was to investigate the predictive power of aerobic test results and anthropometric variables on FIS-ranking of junior elite alpine skiers. Results from twenty-three male and female adolescent elite alpine skiers from two seasons were included in the multivariate statistical models. Physical work capacity was determined by V̇O2peak, blood lactate concentration ([HLa]b), and heart rate (HR) during ergometer cycling. Anthropometric variables were body stature, body weight and calculated BMI. No significant correlation between competitive performance and aerobic work capacity or anthropometric data was observed neither in male nor female adolescent skiers. Pre-season physical tests and anthropometric data could therefore not predict end-season FIS-ranking. The best regression (R2) and prediction (Q2) models of FIS slalom (SL) and giant slalom (GS) rank reached R2=0.51 to 0.86, Q2=−0.73 to 0.18, indicating no valid models. This study could not establish V̇O2peak and other included variables as predictors of competitive performance. When combining results from commonly used tests for alpine skiers, and applying multivariate statistical models, investigated tests seems of limited used for athletes, coaches, and ski federations. Performance-specific pre-season tests must be developed and validated for prediction of performance and guidance of exercise training. |
format | Online Article Text |
id | pubmed-6277242 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | © Georg Thieme Verlag KG |
record_format | MEDLINE/PubMed |
spelling | pubmed-62772422018-12-11 Aerobic Variables for Prediction of Alpine Skiing Performance – A Novel Approach Nilsson, Robert Lindberg, Ann-Sofie Theos, Apostolos Ferguson, Richard A. Malm, Christer Sports Med Int Open The aim of this study was to investigate the predictive power of aerobic test results and anthropometric variables on FIS-ranking of junior elite alpine skiers. Results from twenty-three male and female adolescent elite alpine skiers from two seasons were included in the multivariate statistical models. Physical work capacity was determined by V̇O2peak, blood lactate concentration ([HLa]b), and heart rate (HR) during ergometer cycling. Anthropometric variables were body stature, body weight and calculated BMI. No significant correlation between competitive performance and aerobic work capacity or anthropometric data was observed neither in male nor female adolescent skiers. Pre-season physical tests and anthropometric data could therefore not predict end-season FIS-ranking. The best regression (R2) and prediction (Q2) models of FIS slalom (SL) and giant slalom (GS) rank reached R2=0.51 to 0.86, Q2=−0.73 to 0.18, indicating no valid models. This study could not establish V̇O2peak and other included variables as predictors of competitive performance. When combining results from commonly used tests for alpine skiers, and applying multivariate statistical models, investigated tests seems of limited used for athletes, coaches, and ski federations. Performance-specific pre-season tests must be developed and validated for prediction of performance and guidance of exercise training. © Georg Thieme Verlag KG 2018-09-07 /pmc/articles/PMC6277242/ /pubmed/30539126 http://dx.doi.org/10.1055/a-0655-7249 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License, which permits unrestricted reproduction and distribution, for non-commercial purposes only; and use and reproduction, but not distribution, of adapted material for non-commercial purposes only, provided the original work is properly cited. |
spellingShingle | Nilsson, Robert Lindberg, Ann-Sofie Theos, Apostolos Ferguson, Richard A. Malm, Christer Aerobic Variables for Prediction of Alpine Skiing Performance – A Novel Approach |
title | Aerobic Variables for Prediction of Alpine Skiing Performance – A Novel Approach |
title_full | Aerobic Variables for Prediction of Alpine Skiing Performance – A Novel Approach |
title_fullStr | Aerobic Variables for Prediction of Alpine Skiing Performance – A Novel Approach |
title_full_unstemmed | Aerobic Variables for Prediction of Alpine Skiing Performance – A Novel Approach |
title_short | Aerobic Variables for Prediction of Alpine Skiing Performance – A Novel Approach |
title_sort | aerobic variables for prediction of alpine skiing performance – a novel approach |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6277242/ https://www.ncbi.nlm.nih.gov/pubmed/30539126 http://dx.doi.org/10.1055/a-0655-7249 |
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