Effectiveness of socioecological model-guided, smart device-based, and self-management-oriented lifestyle (3SLIFE) intervention on healthy lifestyles and metabolic syndrome risk in community residents: a cluster-randomized controlled trial

Abstract Background Mobile health (mHealth) lifestyle interventions have showed promise in improving healthy lifestyles and reducing metabolic syndrome (MetS) risk, yet most studies adopt isolated frameworks. The 3SLIFE model—integrating the socioecological model, smart devices, and self-management...

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Main Authors: Bin Yu, Yuchen Li, Chunlan Ma, Jan D. Reinhardt, Qingyu Dou, Haojiang Zuo, Xue Yang, Ming Li, Changwei Cai, Yunzhe Fan, Zixing Huang, Tong Pang, Qi Tang, Fen Yang, Tingting Ye, Peng Jia, Shujuan Yang
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Medicine
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Online Access:https://doi.org/10.1186/s12916-025-04135-6
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