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Validation of equations to estimate the peak oxygen uptake in adolescents from 20 metres shuttle run test

Francisco José de Menezes-Junior, Íncare Correa de Jesus, Jorge Mota, Maria de Fátima Aguiar Lopes, Patricia Ribeiro Paes Corazza, Maiara Cristina Tadiotto, Tatiana Aparecida Affornali Tozo, Kátia Sheylla Malta Purim, Ênio Ricardo Vaz Ronque, Neiva Leite

2020Journal of Sports Sciences16 citationsDOI

Abstract

This study aimed to develop new prediction models from directly determined peak of oxygen uptake (VO2peak) in adolescents using 20-metre shuttle run test (20 m-SR) and to compare the new models with previously published equations. This study included 148 adolescents (43% girls), aged 13.37 ± 1.84 years old. Adolescents were randomly assigned to validation (n = 91) and cross-validation (n = 57) groups. VO2peak was measured using a gas analyser in both maximal exercise tests in the laboratory as well as by 20 m-SR. The multiple linear regression method was applied to develop the models using BMI, BMI-z score and body fat percentage (%FM). The proposed models presented better predictive performance (R2 = 75.6% to 78.9%) and a lower absolute percentage error (%error = 10.51 to 11.78%) than the previously published equations (R2 = 38.8% to 69.1%; %error = 13.13% to 21.54%). The Model with BMI-z was the best fit equation in girls, and the model with BMI-z and %FM in boys. Therefore, it is recommended that the equations developed in the present study be used in future research and projects in the school environment to estimate VO2peak in adolescents by the 20 m-SR test.

Topics & Concepts

StatisticsMathematicsLinear regressionMulti-stage fitness testTest (biology)VO2 maxRegression analysisMean squared prediction errorBody mass indexAnimal scienceMedicinePhysical therapyPhysical fitnessInternal medicineEcologyBiologyHeart rateBlood pressureCardiovascular and exercise physiologySports Performance and TrainingChildren's Physical and Motor Development