Using AI Text Messaging to Improve AHA's Life's Essential 8 Health Behaviors
Using Artificially Intelligent Text Messaging Technology to Improve American Heart Association's Life's Essential 8 Health Behaviors: LE8 Bot + Backup
2 other identifiers
interventional
2,100
1 country
3
Brief Summary
The goal of our pragmatic clinical trial is to compare how well three different strategies might do to reduce risk factors for cardiovascular disease in patients experiencing health disparities. The three different strategies are: 1) text messages, 2) interactive chatbot messages, and 3) chatbot messages with proactive pharmacist support. To measure cardiovascular risk factors, the investigators are using the American Heart Association's Life's Essential 8 (LE8) factors-blood glucose, cholesterol, blood pressure, physical activity, body mass index, diet, and smoking. This study focuses on improving cardiovascular risk factors for individuals facing health disparities, such as ethnic minorities, limited English proficiency, and low-income groups. These groups are more likely to be seriously affected by cardiovascular diseases. Self-management, or an individual's roles in managing their own chronic disease, includes lifestyle changes, medication adherence. Improving patients' self-management has been shown to improve health behaviors, better disease control and improved patient outcomes. The main question this study aims to answer is if one of the strategies (texting, chatbot, or chatbot with pharmacist support) may improve patient self-management and patient outcomes. The investigators will enroll up to 2,100 patients from three health systems that serve large populations experiencing health disparities: Denver Health, Salud Family Health Centers, and STRIDE Community Health Center. The results might help researchers and health care systems find the best ways to involve patients with health disparities to managing their chronic cardiovascular disease.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable cardiovascular-diseases
Started Feb 2024
Longer than P75 for not_applicable cardiovascular-diseases
3 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
December 8, 2023
CompletedStudy Start
First participant enrolled
February 26, 2024
CompletedFirst Posted
Study publicly available on registry
March 22, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
February 1, 2028
ExpectedStudy Completion
Last participant's last visit for all outcomes
June 1, 2028
March 22, 2024
March 1, 2024
3.9 years
December 8, 2023
March 14, 2024
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Change in Life's Essential 8 risk score
The primary outcome is change in Life's Essential 8 risk score from baseline and 12 months following randomization. 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, total 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.
Baseline and 12 months after randomization
Secondary Outcomes (16)
Blood pressure (Individual Life's Essential 8 components)
Baseline and 12 months after randomization
Total cholesterol (Individual Life's Essential 8 components)
Baseline and 12 months after randomization
Blood sugar (Individual Life's Essential 8 components)
Baseline and 12 months after randomization
Body Mass Index (Individual Life's Essential 8 components)
Baseline and 12 months after randomization
Physical activity (Individual Life's Essential 8 components)
Baseline and 12 months after randomization
- +11 more secondary outcomes
Study Arms (3)
Generic text messages
ACTIVE COMPARATORThe information content for these messages will be derived from trusted sources of medical information and contain links to websites such as American Heart Association. An example of such a message would be: Remember to take your blood pressure today! You can find more information from the American Heart Association by clicking here. Patients will be able to return texts with questions which will be addressed by the study team, including a clinical pharmacist if needed.
Interactive AI chatbot text messaging
ACTIVE COMPARATORThis AI system will utilize NLP and ML to facilitate bi-directional system-patient dialogue with messages that incorporate content utilizing tailoring, behavioral nudges and persuasive messaging as described above. An example message would be: Make a promise to yourself to check your blood pressure today! Your goal is to have the top number at 120 or lower and the bottom number at 80 or lower. Each message will end with a question for the participant that will encourage engagement with the AI conversational chatbot that allows greater opportunity to use theoretical content to engage patient autonomy, competence and relatedness, the mechanisms through which we will impact behaviors.
Interactive AI chatbot text messaging + proactive pharmacist management
ACTIVE COMPARATORThe AI chatbot will be the same as arm 2 (Interactive AI chatbot text messaging alone). In this arm, however, pharmacists will review patient's baseline LE8 risk factors and proactively contact patients via telephone and/or the EHR patient portal to address any risk factor that is in poor/intermediate health categories. The investigators are proposing proactive pharmacist involvement as a population-based approach to address patients with uncontrolled CV risk factors.
Interventions
The same unidirectional text message will be sent each week for 9 weeks.
Each week for 9 weeks, patients will be sent four messages that are specific to the LE8 topic for that week and with each message, they will be invited to engage with the chatbot to ask more questions about that topic. The first message of the week will be informational about the topic consistent with how the AHA provides information: 1) to understand readings and levels, 2) to encourage people to track levels, and 3) to offer specific skills building strategies. The fourth message will ask them to report out on short term (i.e., things they can do that week) plans for self-management for that topic and again invite their engagement with the chatbot to reinforce support for their plans.
Pharmacists that will proactively facilitate effective engagement with patients.
Eligibility Criteria
You may qualify if:
- diagnosis of one or more of the following CV risk factors (i.e., hypertension, diabetes or hyperlipidemia); and
- the risk factor is at poor or intermediate health levels as defined by LE8 (e.g., BP\>140/90 mm Hg); and
- the patient exhibits poor adherence to prescribed medication to treat the CV risk factor as defined by a delay in refilling the medication within the past 6 months.
You may not qualify if:
- patients who do not have cellphone; or
- enrolled in hospice or palliative care; or
- Non-English or Spanish speaking; or
- enrolled in another clinical trial if denoted in the EHR.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (3)
Denver Health
Denver, Colorado, 80204, United States
Salud Family Health Centers
Fort Lupton, Colorado, 80621, United States
STRIDE Community Health Centers
Wheat Ridge, Colorado, 80033, United States
MeSH Terms
Conditions
Study Officials
- PRINCIPAL INVESTIGATOR
P. Michael Ho, MD PhD
University of Colorado, Denver
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- SINGLE
- Who Masked
- PARTICIPANT
- Purpose
- SUPPORTIVE CARE
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
December 8, 2023
First Posted
March 22, 2024
Study Start
February 26, 2024
Primary Completion (Estimated)
February 1, 2028
Study Completion (Estimated)
June 1, 2028
Last Updated
March 22, 2024
Record last verified: 2024-03
Data Sharing
- IPD Sharing
- Will not share