This study investigates the anthropometric, motor coordination, and physical performance characteristics of 1120 children aged 8 to 13 in Madhya Pradesh, India. The aim is to analyze the influence of sports club participation and gender on these variables. Participants were categorized by sports club involvement and gender, and data were collected from 2022 to 2023 through various tests and assessments. MANOVA was used for statistical analysis, highlighting gender-based differences and the impact of sports club participation.