Normalization of Peak Torque in Adolescent Athletes: Which Method and What Body Parameters to Use?

This study compared models minimizing body-size effects on knee extension and flexion peak torque in adolescent athletes. The sample included 102 athletes (66 males, 13.9 years; 36 females, 14.2 years). Peak torque was measured at 60°/s with an isokinetic dynamometer. Body mass (BM), height, lean soft tissue (LST), and dominant-leg appendicular lean soft tissue (ALST) were assessed. Normalization required nonsignificant associations with body size (p > .05) and low explained variance (R2 < 9%). Cross-validation and AICc analysis were subsequently performed. Standard ratios did not achieve effective normalization simultaneously in both sexes. Seven allometric models met both criteria in both sexes, comprising single-variable models using LST, ALST, or maturity-adjusted LST, and combinations of BM and height, LST and height, ALST and height, or maturity-adjusted LST and height. LST-based models performed most consistently and are recommended, while ALST-based models and BM–height combinations remain viable alternatives.

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Publication Details

Journal
Measurement in Physical Education and Exercise Science
Published
2026-11-06
DOI
https://doi.org/10.1080/1091367x.2026.2759700
Primary Topic
Sports Performance and Training
Type
article
Field-Weighted Citation Impact
0.00

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article

Normalization of Peak Torque in Adolescent Athletes: Which Method and What Body Parameters to Use?

Jean Carlos Parmigiani De Marco, Andréia Pelegrini, Tiago Rodrigues de Lima
1 links
Measurement in Physical Education and Exercise Science
Sports Performance and Training
article

Normalization of Peak Torque in Adolescent Athletes: Which Method and What Body Parameters to Use?

Jean Carlos Parmigiani De Marco, Andréia Pelegrini, Tiago Rodrigues de Lima
article en

Abstract

This study compared models minimizing body-size effects on knee extension and flexion peak torque in adolescent athletes. The sample included 102 athletes (66 males, 13.9 years; 36 females, 14.2 years). Peak torque was measured at 60°/s with an isokinetic dynamometer. Body mass (BM), height, lean soft tissue (LST), and dominant-leg appendicular lean soft tissue (ALST) were assessed. Normalization required nonsignificant associations with body size (p > .05) and low explained variance (R2 < 9%). Cross-validation and AICc analysis were subsequently performed. Standard ratios did not achieve effective normalization simultaneously in both sexes. Seven allometric models met both criteria in both sexes, comprising single-variable models using LST, ALST, or maturity-adjusted LST, and combinations of BM and height, LST and height, ALST and height, or maturity-adjusted LST and height. LST-based models performed most consistently and are recommended, while ALST-based models and BM–height combinations remain viable alternatives.

Measurement in Physical Education and Exercise Science
Universidade do Estado de Santa Catarina (BR)
Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina
Good health and well-being
Openalex Percentile: Top 12%
Sports Performance and Training
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