This study aims to employ a cluster randomized controlled trial to evaluate the effectiveness of an mHealth-Based Multi-faceted Cardiovascular Health Intervention Model among Overweight/Obese Individuals with Cardiometabolic Preconditions, thereby providing theoretical foundations and practical guidance for the prevention and management of this population.
This study plans to evaluate the effectiveness of an mHealth-Based Multi-faceted Cardiovascular Health Intervention Model among Overweight/Obese Individuals with Cardiometabolic Preconditions through a cluster randomized controlled trial. The study is designed as a prospective, multicenter, parallel-group, open-label cluster randomized controlled trial. The objective is to compare the effects of a comprehensive behavioral intervention model versus usual care on improving cardiovascular health among community-dwelling individuals who are overweight/obese and have at least one of the following conditions: prehypertension, prediabetes, or borderline dyslipidemia. The trial plans to include approximately 40 clusters across three regions (covering both urban and rural areas), with an expected recruitment of more than 35 eligible participants per cluster, resulting in a total sample size of around 1,400 participants. Participants in the intervention group will receive a comprehensive behavioral intervention during the intensive phase (first 6 months), led by smartwatches and a WeChat mini-program (WMP), supported by primary healthcare providers and an integrated management platform, along with face-to-face health education. During the maintenance phase (subsequent 6 months), they will receive only self-management support via smartwatches and the , supplemented by face-to-face health education. Participants in the control group will receive only face-to-face health education throughout the study period. All participants will undergo follow-up assessments at 3, 6 and 12 months from baseline. The primary outcome is the change in Life's Essential 8 components (diet, physical activity, smoking, sleep, BMI, blood lipids, blood glucose, and blood pressure) at 6 months of intervention. Secondary outcomes include changes in the primary outcome at 12 months and improvements in each component of Life's Essential 8.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
The intervention model integrates multiple functions including data collection, intelligent analysis, and personalized intervention, and delivers targeted management for the target population. Among these, the intervention content includes the smartwatch-based comprehensive behavioral intervention model adopted in the model construction phase; for overweight/obese individuals with cardiometabolic preconditions, a customized combination of implementation strategies is provided. Intervention measures include smartwatch-based indicator monitoring and risk warning, diet and exercise reporting, monitoring, and goal setting/planning, community interaction, collaborative management by medical staff and family members.In addition, routine health education will be provided during face-to-face visits at baseline, 3 months, and 6 months.
At baseline, 3 months, and 6 months, participants will attend follow-up visits at primary healthcare institutions in the project areas and receive usual care based on guideline-recommended health education manuals, which provide comprehensive lifestyle intervention advice.
Beijing Chao Yang Hospital
Beijing, Beijing Municipality, China
RECRUITINGCangzhou Central Hospital
Cangzhou, Hebei, China
RECRUITINGHealth Community Group of Yuhuan People's Hosptial
Yuhuan, Zhejiang, China
RECRUITINGChange in Life's Essential 8 risk score
The primary outcome is change in Life's Essential 8 risk score from baseline and 6 months following intervention. The Life's Essential 8 (LE8) is a cardiovascular health score that uses a 0-100 scale. The score is calculated based on a participant's adherence to eight healthy lifestyle components: diet, physical activity, smoking habits, body mass index, non-HDL cholesterol, blood sugar, blood pressure, and sleep. Each component has scoring algorithm ranging from 0 to 100 points, allowing generation of a composite cardiovascular health score (the unweighted average of all components) that also varies from 0 to 100 points. 0 will indicate the lowest cardiovascular health scores and 100 will indicate the highest cardiovascular health scores.
Time frame: Baseline and 6 months after intervention
Blood pressure (Individual Life's Essential 8 components)
Changes in the individual risk factors of Life's Essential 8 (LE8), including changes in blood pressure (both systolic and diastolic), will be assessed at baseline, 3 months, 6 months, and 12 months. Data will be derived from the Electronic Data Capture (EDC) system. For the primary outcome composite score: 100 points: \<120/\<80 mm Hg; 0 points: ≥160 mm Hg or ≥100 mm Hg.
Time frame: Baseline and 3 months after intervention; Baseline and 6 months after intervention; Baseline and 12 months after intervention
non-HDL cholesterol(Individual Life's Essential 8 components)
Changes in the individual risk factors of Life's Essential 8, including changes in non-HDL cholesterol, will be assessed at baseline, 3 months, 6 months, and 12 months after intervention. Data will be derived from the Electronic Data Capture (EDC) system. For the primary outcome composite score: 100 points: \<3.36 mmol/L; 0 points: ≥5.69 mmol/L.
Time frame: Baseline and 3 months after intervention; Baseline and 6 months after intervention; Baseline and 12 months after intervention
Blood glucose (Individual Life's Essential 8 components)
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PREVENTION
Masking
SINGLE
Enrollment
1,400
Changes in the individual risk factors of Life's Essential 8, including changes in blood glucose, will be assessed at baseline, 3 months, 6 months, and 12 months after intervention. Data will be derived from the Electronic Data Capture (EDC) system. For the primary outcome composite score: 100 points: No history of diabetes and hemoglobin A1c \<5.7%; 0 points: Diabetes with hemoglobin A1c ≥10.0%
Time frame: Baseline and 3 months after intervention; Baseline and 6 months after intervention; Baseline and 12 months after intervention
Body Mass Index (Individual Life's Essential 8 components)
Changes in the individual risk factors of Life's Essential 8, including changes in body mass index, will be assessed at baseline, 3 months, 6 months, and 12 months after intervention. Data will be derived from the Electronic Data Capture (EDC) system. For the primary outcome composite score: 100 points: \<23 kg/m²; 0 points: ≥35 kg/m².
Time frame: Baseline and 3 months after intervention; Baseline and 6 months after intervention; Baseline and 12 months after intervention
Physical activity (Individual Life's Essential 8 components)
Changes in the individual risk factors of Life's Essential 8, including changes in physical activity, will be assessed at baseline, 3 months, 6 months, and 12 months after intervention. Data will be derived from the Electronic Data Capture (EDC). For the primary outcome composite score: 100 points: ≥150 minutes of moderate or vigorous activities per week; 0 points: 0 minutes.
Time frame: Baseline and 3 months after intervention; Baseline and 6 months after intervention; Baseline and 12 months after intervention
Sleep (Individual Life's Essential 8 components)
Changes in the individual risk factors of Life's Essential 8, including changes in sleep, will be assessed at baseline, 3 months, 6 months, and 12 months after intervention. Data will be derived from the Electronic Data Capture (EDC) system. For the primary outcome composite score: 100 points: 7-\<9 hours of sleep per night; 0 points: \<4 hours of sleep per night.
Time frame: Baseline and 3 months after intervention; Baseline and 6 months after intervention; Baseline and 12 months after intervention
Smoking habits (Individual Life's Essential 8 components)
Changes in the individual risk factors of Life's Essential 8, including changes in smoking habits, will be assessed at baseline, 3 months, 6 months, and 12 months after intervention. Data will be derived from the Electronic Data Capture (EDC) system. For the primary outcome composite score: 100 points: Never smoker; 0 points: Current smoker.
Time frame: Baseline and 3 months after intervention; Baseline and 6 months after intervention; Baseline and 12 months after intervention
Health diet pattern (Individual Life's Essential 8 components)
Changes in the individual risk factors of Life's Essential 8, including changes in diet patterns, will be assessed at baseline, 3 months, 6 months, and 12 months after intervention. Data will be derived from the Electronic Data Capture (EDC) system. For the primary outcome composite score: 100 points: DASH diet score of 8; 0 points: DASH diet score of 0 to 1.
Time frame: Baseline and 3 months after intervention; Baseline and 6 months after intervention; Baseline and 12 months after intervention
Change in Life's Essential 8 risk score
the change in the Life's Essential 8 risk score from baseline to 3 months and 12 months after intervention.
Time frame: Baseline and 3 months after intervention; Baseline and 12 months after intervention