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Shepetyuk Natalya on Muck Rack

Shepetyuk Natalya

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Articles

Explainable machine learning predicts adolescent cognitive development from sport engagement in a national longitudinal survey

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By Zheng Zhou, Long Zhao, Di Xiao, Shepetyuk Natalya
| Nature Verified
Abstract Globally, over 80% of adolescents fail to meet recommended physical activity levels, raising concerns about cognitive development during a critical neurodevelopmental period. Physical activity is associated with cognitive benefits in young people, yet large-scale predictive evidence on how extracurricular sport engagement and PE-related school resources relate to adolescent cognitive development remains limited.
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