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We use a multivariate multilevel model to study the links between physical fitness (PF) and gross motor coordination (GMC) and investigate the influence of predictors affecting their levels across age. We sampled 7918 Peruvians, aged 6‐15 years, from sea‐level, Amazon region and high‐altitude. Composite markers of GMC and PF were derived (GMCz and PFz, respectively). BMI, biological maturation, and...