Key result
Digital-health lifestyle management framework lacks reportable outcome data on cardiometabolic health.
Why the study?
Does a digital-health multidomain lifestyle management framework improve cardiometabolic health (blood pressure, blood glucose, body composition)?
Observational
Does a digital-health multidomain lifestyle management framework improve cardiometabolic health (blood pressure, blood glucose, body composition)?
May support digital multidomain lifestyle programs for cardiometabolic gains; leaves open confirmation in randomized trials.
Additional file 2: Table S1. The number of total health recordings and participants in each of the eight main datasets in the program; Table S2. Persistent use for the first year in the program; Table S3. Physiological, psychological, and lifestyle data by age and gender group at baseline; Table S4. Wearable use of participants across age and sex group; Table S5. Blood glucose, blood pressure, and body fat rate reduction over time by initial health status at baseline; Table S6. Associations Between Cardiometabolic Health and the Interactions of Baseline Status, Engagement, and Time Since Enrollment; Table S7. Adjusted Associations Between Blood Pressure, Blood Glucose, Body Composition, Engagement trajectories, and Time Since Enrollment; Table S8. Adjusted Associations Between Blood Pressure, Blood Glucose, Body Composition, Offline Participation, and Time Since Enrollment; Table S9. Adjusted Associations Between Blood Pressure, Blood Glucose, Body Composition, Engagement, and Time Since Enrollment, after inverse-probability-of-censoring weighted; Table S10. Adjusted Associations Between Blood Pressure, Blood Glucose, Body Composition, Engagement, and Time Since Enrollment, restricting to participants with over one year follow-up; Table S11. Mediating analysis of program engagement on BP, and BG through the change in body fat percentage; Figure S1. Flow chart of the study design; Figure S2. BG, BP, and body fat percentage change over 12-month follow-up with each month having at least four measurements
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Xiao et al. (2026) conducted an observational in cardiometabolic health. digital-health multidomain lifestyle management framework was evaluated. A digital-health multidomain lifestyle management framework was evaluated for its associations with cardiometabolic health, but the abstract provides only supplementary file titles without results.
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