Abstract
Background/Objectives: Relative age differences within the same school year may influence adolescents' physiological adaptations to physical activity programs. While biological maturity (maturity offset, MO) is often considered a more relevant indicator than chronological age (CA), empirical evidence from school-based interventions remains limited. This study aimed to compare the predictive value of CA and MO in explaining health-related adaptations to an eight-week high-intensity interval training (HIIT) program delivered during physical education classes. Methods: A total of 256 adolescents (112 boys and 144 girls) participated in HIIT protocols integrated into regular lessons. Health-related outcomes included maximal oxygen uptake (VO(2)max), body fat percentage (BFP), systolic blood pressure (SBP), and diastolic blood pressure (DBP), assessed at baseline, post-intervention, and follow-up. Maturity offset (MO) was estimated using Moore's method. Statistical analyses included MANOVA/ANOVA, linear regression, and dominance analysis, all stratified by sex. Results: Chronological age explained more variance in the studied outcomes than MO, particularly for BFP and VO(2)max among girls. In boys, a significant CA × MO interaction predicted SBP, indicating interdependence between both age indicators. Dominance analysis confirmed the overall predominance of CA as a predictor across most outcomes. Conclusions: Chronological age proved to be a stronger predictor of adaptation to school-based HIIT than biological maturity, suggesting that calendar age better reflects cumulative behavioral and environmental influences. These findings highlight the need for age-sensitive and personalized approaches when designing physical education interventions to optimize health-related outcomes in adolescents.