A method and system for improving exercise prescription compliance of remote healthcare users through a multi-step timely intervention system are presented. The system for improving the exercise prescription compliance rate of remote healthcare users through the multi-step timely intervention system proposed in the present invention includes a smart device and a manager server, and the smart device includes a mobile sensor data and a user's health activity data. It includes a sensor data collection unit that collects user data for predicting and a first-stage timely intervention unit that predicts the user's health status based on an algorithm using the collected user data, and proceeds with timely intervention, and the manager server includes a A control chart providing unit that expresses the data of a control chart based on the control chart, a control chart utilization unit that selects users who do not fall under the appropriate intervention timing and management category based on the control chart, and a control chart learning unit that learns the parameters of the control chart based on user data and a two-step timely intervention unit for predicting the user's health status based on the control chart and performing timely intervention.
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