Behavioral Interventions Combining AI/ML and Personalized Medicine to Reduce Cardiovascular Risk - Randomized Controlled Trial
Purpose
This study evaluates a new digital health program that uses artificial intelligence (AI) to help patients lower their blood pressure through personalized lifestyle recommendations. The program collects information about patients' daily habits and blood pressure readings, then uses AI to suggest lifestyle changes that may work best for each person. The study will measure how well this program works across different groups of patients and aims to improve the program design to make it more effective and easier to use. The program will be offered to diverse patients at UC San Diego Health, including people of different ages, genders, races/ethnicities, and economic backgrounds, as part of their regular healthcare services.
Condition
- Hypertension
Eligibility
- Eligible Ages
- Over 18 Years
- Eligible Sex
- All
- Accepts Healthy Volunteers
- No
Inclusion Criteria
- Stage I-II hypertension (average clinical readings of blood pressure over 140/90) - Adequate decisional capacity to make a choice about participating in this research study - Fully ambulatory (not requiring assistive device such as a cane, wheelchair, walker, etc.)
Exclusion Criteria
- Pregnancy - Under age 18 years - Institutionalized individuals who are likely to be vulnerable - Dependent on supplemental oxygen
Study Design
- Phase
- N/A
- Study Type
- Interventional
- Allocation
- Randomized
- Intervention Model
- Parallel Assignment
- Primary Purpose
- Treatment
- Masking
- None (Open Label)
Arm Groups
| Arm | Description | Assigned Intervention |
|---|---|---|
|
Experimental RCT Arm A: Digital health tool |
Participants in this arm will receive the Digital Health Tool intervention. |
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|
Experimental RCT Arm B.1: Digital health tool + low-intensity recommendations |
Participants in this arm will receive the Digital Health Tool and Low-Intensity Recommendation interventions. |
|
|
Experimental RCT Arm B.2: Digital health tool + high-intensity recommendations |
Participants in this arm will receive the Digital Health Tool and High-Intensity Recommendation interventions. |
|
Recruiting Locations
University of California, San Diego
La Jolla, California 92093
La Jolla, California 92093
More Details
- Status
- Recruiting
- Sponsor
- National Bureau of Economic Research, Inc.