Research on the construction of the “Cloud Mobile Clinic Platform” for physical fitness of college students

This study aimed to develop and evaluate a novel Cloud Mobile Clinic Platform (CMCP) for university students, leveraging big data analytics and cloud computing to integrate online services — including personalized exercise prescriptions, injury prevention, and teleconsultation — with offline support from campus hospital resources, within an O2O framework aimed at enhancing physical fitness and preventing or treating sports-related injuries. The overall framework of Cloud Clinic was discussed using the interview method, and the system design method was applied to design the framework of PC terminal platform, mobile APP and WeChat subplatform to complete the platform construction. The construction of “cloud clinic” in universities will be mainly based on “online and offline combination”. The CMCP represents a feasible and innovative approach to address the declining physical fitness of Chinese university students. By facilitating evidence-based exercise guidance, timely injury intervention, and personalized rehabilitation within an integrated O2O ecosystem supported by campus infrastructure, it offers a scalable model for promoting adolescent health and advancing the integration of sports and medicine in the digital health era.