Objective To explore the association between arch morphology and sprint performance in children, utilizing arch volume and arch index to assess arch development, and comparing and analyzing its relationship with athletic capability. Methods A total of 640 primary and secondary school students (324 boys and 316 girls) aged between 7 to 15 years were recruited from Chongqing Municipality. Foot arch index and arch volume were measured by "Foot Secret 3D Foot Plantar Scanner". Performance of 50-meter sprint was assessed. The participants were stratified into 6 groups based upon gender and age: boys aged 7-9 years (n=93), girls aged 7-9 years (n=103), boys aged 10-12 years (n=116), girls aged 10-12 years (n=112), boys aged 13-15 years (n=115) and girls aged 13-15 years (n=101). The correlations between arch index, arch volume and athletic performance were examined. Results In the age group of 7-9 years, the comparisons of both the left and right foot's weight-bearing arch index and the non-weight-bearing arch index between boys and girls showed no statistical significance (P>0.05). However, except for the comparisons of the left foot's weight-bearing arch volume and non-weight-bearing arch volume in the 7-9 year-old girls group, which showed no statistical significance (P>0.05), the following comparisons indicated a weak correlation with the 50-meter sprint performance and were statistically significant(P>0.05): the left foot's weight-bearing arch volume, the left foot's non-weight-bearing arch volume, the right foot's weight-bearing arch volume, and the right foot's non-weight-bearing arch volume in the 7-9 year-old boys group (r=-0.301, r=-0.294, r=-0. 295, r=-0.207), and the right foot's weight-bearing arch volume and non-weight-bearing arch volume in the 7-9 year-old girls group (r=-0.279, r=-0.278). In the 10-12 years age group, the comparisons of the right foot's arch index-both weight-bearing and non-weight-bearing-with the 50-meter sprint performance in the 10-12 year-old girls group showed a weak correlation (r=0.250, r=0.243) and were statistically significant (P < 0.05). However, the comparisons of the left foot's weight-bearing arch index, the left foot's non-weight-bearing arch index, the right foot's weight-bearing arch index, and the right foot's non-weight-bearing arch index in both the 10-12 year-old boys and girls groups showed no statistical significance (P>0.05). Moreover, except for the left foot's weight-bearing arch volume and non-weight-bearing arch volume in the 10-12 year-old girls group, which showed no statistical significance (P>0.05), the following comparisons indicated a weak correlation with the 50-meter sprint performance and were statistically significant: the left foot's weight-bearing arch volume, the left foot's non-weight-bearing arch volume, the right foot's weight-bearing arch volume, and the right foot's non-weight-bearing arch volume in the 10-12 year-old boys group (r=-0.273, r=-0.224, r=-0.236, r=-0.273), and the right foot's weight-bearing arch volume and non-weight-bearing arch volume in the 10-12 year-old girls group (r=-0.224, r=-0.211). In the 13-15 years age group, the comparisons of the left and right foot's arch index-both weight-bearing and non-weight-bearing-in the 13-15 year-old boys and girls groups with the 50-meter sprint performance showed no statistical significance (P>0.05). However, except for the non-weight-bearing arch volumes of the left and right feet in the 13-15 year-old girls group, which showed a weak correlation with the 50-meter sprint performance (r=-0.233, r=-0.225) and were statistically significant (P < 0.05), the comparisons of the left foot's weight-bearing arch volume, the left foot's non-weight-bearing arch volume, the right foot's weight-bearing arch volume, and the right foot's non-weight-bearing arch volume in the 13-15 year-old boys group, as well as the left foot's weight-bearing arch volume and the right foot's weight-bearing arch volume in the 13-15 year-old girls group, showed no statistical significance (P>0.05). Conclusions As a three-dimensional parameter, arch volume not only accurately depicts the development of foot arch but also serves as a reliable indicator for assessing motor capabilities in children. [ABSTRACT FROM AUTHOR]