Latent class analysis identifies a promising combination of supplemental nutrition assistance program-education interventions for improving student cardiorespiratory fitness.

Our results suggest that comprehensive school-based physical activity interventions that include policy changes along with improving physical activity opportunities may be the most effective approach for improving fitness and may warrant prioritization in SNAP-Ed efforts.