Cluster analysis of physical activity and physical fitness and their associations with components of school skills in children aged 8-9 years

This study aimed to cluster physical activity (PA), physical fitness, visual-motor coordination, household duties, and their associations with school skills in 170 primary school children (88 girls and 82 boys) aged 8-9 years. Conducted as a cross-sectional design, the study analysed moderate-to-vigorous physical activity (MVPA) and household duties, which were assessed via questionnaires. Academic skills were evaluated using methods designed to diagnose school failure in students aged 7-9 years. Physical fitness was measured using the Eurofit test battery, and visual-motor coordination was assessed using a Pi & oacute;rkowski apparatus. Cluster analysis and general linear and non-linear regression analyses were used to determine associations with academic skills. Three clusters emerged: Cluster 1 (C1) was characterised by fast visual-motor coordination, high flexibility, and more time on household duties; Cluster 2 (C2) included children with the highest levels of PA and better performance in physical fitness items; Cluster 3 (C3) consisted of children with the lowest levels of PA, fitness, and low time on household duties. A regression analysis demonstrated a significant positive impact of cluster C1 on visual-auditory integration (total), with significantly better results for children in C1 compared to those in C3 (b = -2.69; p = 0.003). These results suggest that better visual-motor coordination, higher flexibility, and more time on housework are associated with better visual-auditory integration. Further research is needed to explore the physical and mental benefits of PA.