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Abstract The aim of this study was to examine the interrelationship between aerobic fitness, body composition, and physical activity in 9‐ and 15‐year‐olds. The 270 participants were randomly selected from 18 primary and secondary schools in Iceland. Aerobic fitness was assessed by a graded exercise test on a bicycle ergometer. Body composition was estimated via: logarithm of sum of four skinfolds (log e skinfolds), waist adjusted for height, and body mass index (BMI). Physical activity was measured with Actigraph activity monitors using total activity each day as the physical activity variable. Aerobic fitness was chosen as the primary outcome variable, body composition as the secondary variable, and physical activity as the tertiary variable. All the full models explained a similar proportion of fitness variance for both age groups (45–65%). Among the 15‐year‐olds, log e skinfolds explained a significantly larger proportion of the fitness variance (54%) than waist adjusted for height (29%) and BMI (15%), but all the body composition variables explained a similar proportion of the fitness variance (35–42%) among the 9‐year‐olds. Physical activity explained a smaller proportion (0%) of the unadjusted variance in fitness for the 9‐year‐olds than for the 15‐year‐olds (19%). This group difference became non‐significant (0% vs. 4%) when adjusting for log e skinfolds but remained significant when controlling for waist adjusted for height (0% vs. 15%) and BMI (0% vs. 18%). Gender differences in aerobic fitness after puberty can largely be explained by gender differences in log e skinfolds and physical activity. In conclusion, the interrelationship between fitness, body composition, physical activity, and gender is not the same among 9‐ and 15‐year‐olds.
Sveinsson et al. (Fri,) studied this question.