Introduction Obesity remains a pressing global health challenge linked to non-communicable diseases and adverse outcomes in infectious disease outbreaks like COVID-19. In Taiwan, obesity among young adults requires targeted strategies to promote physical activity (PA) effectively. Recent work suggests that cadence—the pace of steps per minute—can predict PA intensity (measured in METs) and that personalized…