The goal of this study is to: 1. assess the feasibility of the health chat for empowerment-based lifestyle planning for cardiometabolic multimorbidity (HcELP\_CMM); 2. examine the immediate effects of the HcELP\_CMM program on lifestyle behaviors, cardiometabolic indicators, symptom burden, health-related quality of life (HRQoL), psychological well-being, and physical function; 3. examine the long-term effects of the HcELP\_CMM program on lifestyle behaviors, cardiometabolic indicators, symptom burden, HRQoL, psychological well-being, and physical function in patients with CMM. The main questions it aims to answer are: 1. If the HcELP\_CMM program is feasible? 2. If the HcELP\_CMM program has the potential to improve the lifestyle behaviors, cardiometabolic indicators, symptom burden, HRQoL, psychological well-being, and physical function in patients with CMM compared to the usual care group in the short-term？ 3. If the HcELP\_CMM program has the potential to improve the lifestyle behaviors, cardiometabolic indicators, symptom burden, HRQoL, psychological well-being, and physical function in patients with CMM compared to the usual care group in the long-term？
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Lifestyle behaviors
Timeframe: In the pilot part, this outcome will be assessed at baseline and within one week post-intervention. In the full RCT part, an additional measurement will be conducted within one week after the completion of the two-month follow-up period.