Scientific Reports · 2021 · 25 citations · 42 references
EducationHuman DevelopmentPhysical EducationAdolescent DevelopmentChild DevelopmentPhysical DevelopmentChild GrowthFitness AssessmentFitness For ChildrenPhysical FitnessPhysical Fitness AssessmentPubertyAdolescent MaturationAge EffectsChronological Age EffectsDivergenceFitness Assessment In ChildrenModerating EffectsMuscle Mass DeclineMuscular Strength Development
Children's physical fitness development and related moderating effects of age and sex are well documented, especially boys' and girls' divergence during puberty. The situation might be different during prepuberty. As girls mature approximately two years earlier than boys, we tested a possible convergence of performance with five tests representing four components of physical fitness in a large sample of 108,295 eight-year old third-graders. Within this single prepubertal year of life and irrespective of the test, performance increased linearly with chronological age, and boys outperformed girls to a larger extent in tests requiring muscle mass for successful performance. Tests differed in the magnitude of age effects (gains), but there was no evidence for an interaction between age and sex. Moreover, "physical fitness" of schools correlated at r = 0.48 with their age effect which might imply that "fit schools" promote larger gains; expected secular trends from 2011 to 2019 were replicated.
42
R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Hadley Wickham, Mara Averick, Jennifer Bryan et al. · The Journal of Open Source Software · 2019 · 21.6K citations · Full text
Julia: A Fresh Approach to Numerical Computing
Jeff Bezanson, Alan Edelman, Stefan Karpinski et al. · SIAM Review · 2017 · 6.3K citations