SMART to Optimize an Intervention to Maintain Health Improvements After Cardiac Rehabilitation (EMPOWER ME)
An Application of SMART Methodology to Optimize an Intervention to Maintain Improvements in Health Behaviors in Under-resourced Patients After Phase II Cardiac Rehabilitation
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Carly M Goldstein, PhD, FAACVPR
- Phone Number: 401-793-8960
- Email: carly.goldstein@brownhealth.org
Study Contact Backup
- Name: Kristen Walaska, BS
- Phone Number: 401-793-8022
- Email: kwalaska@brownhealth.org
Study Locations
-
-
Rhode Island
-
Providence, Rhode Island, United States, 02903
- Recruiting
- Weight Control and Diabetes Research Center of The Miriam Hospital
-
Contact:
- Carly M Goldstein, PhD, FAACVPR
- Phone Number: 401-793-8960
- Email: carly.goldstein@brownhealth.org
-
Contact:
- Ana Almeida
- Phone Number: 401-793-8950
- Email: AAlmeida1@brownhealth.or
-
Principal Investigator:
- Carly M Goldstein, PhD, FAACVPR
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- ≥18 years of age or older
- Have completed at least 6 CR sessions
- Must enroll within 6 weeks of their final CR session
- BMI ≥27
- Own an internet-connected device
- Home internet access
- English proficiency
- Able to walk ≥1 block without stopping
Lastly, the participant MUST belong to ≥1 of the following groups or identities:
- Identifies as a woman
- Identifies as LGBTQIA+
- Identifies as a racial or ethnic minority
- Insecure transportation for medical appointments
- Self-reported trouble paying for healthcare needs (e.g., copays)
- Receive income-based subsidized benefits (e.g., state-funded health insurance for low-income residents)
- Reside in a small town or rural area per 2010 United States Department of Agriculture Rural-Urban Commuting Area zip code or the Distressed Communities Index
- Low educational attainment (≤high school diploma)
- Low household income (less than twice the Federal Poverty Level) or meeting federal poverty guidelines per the National Committee on Vital and Health Statistics and the Department of Health and Human Services)
Exclusion Criteria:
- New York Heart Association Class IV heart failure
- Heart transplant in the last 5 months
- Left ventricular assist device in the last 4 months
- Physician diagnosis of dementia
- Physician prescription for 24 hours of oxygen therapy daily
- Coronary artery bypass surgery in the last 3 months
- Current dialysis
- Chronic gait or balance disturbances that would make unsupervised exercise unsafe
- Current pregnancy
- Report of conditions that the investigators believe would render them potentially unlikely to follow the protocol including terminal illness, active substance dependence, or other significant psychiatric problems that require inpatient hospitalization
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Treatment
- Allocation: Randomized
- Interventional Model: Sequential Assignment
- Masking: Single
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Experimental: First Intervention: Text Messaging, Second Intervention: Continued Text Messaging
Participants are first randomized to the low-intensity text messaging intervention.
On 3 days/week they receive a text about 1 of the 3 behaviors (weight maintenance or loss, physical activity, and medication adherence) in randomized order with guidance for maintaining or improving these behaviors to reach program-provided goals.
The system compares their last week's adherence to the responder criteria.
They receive feedback praising adherence and instructions for a theory-driven behavioral strategy (e.g., stimulus control) to increase adherence.
Feedback is tailored to the patient's adherence or existence of self-monitoring data.
Participants meeting responder criteria after 2 months will continue to receive the text messaging intervention for the next 3 months.
|
On 3 days/week they receive a text about 1 of the 3 behaviors (weight maintenance or loss, physical activity, and medication adherence) in randomized order with guidance for maintaining or improving these behaviors to reach program-provided goals.
The system compares their last week's adherence to the responder criteria.
They receive feedback praising adherence and instructions for a theory-driven behavioral strategy (e.g., stimulus control) to increase adherence.
Feedback is tailored to the patient's adherence or existence of self-monitoring data.
|
|
Experimental: First Intervention: Text Messaging, Second Intervention: Low-Intensity Cardiac Rehabilitation
Participants receive the text messaging intervention for 2 months.
Following their mid-intervention assessment, they are randomized to receive the low-intensity cardiac rehabilitation maintenance program.
Patients are instructed to log in 3 times weekly to view lessons, sync their Fitbit data, and complete a home-based workout video.
They track weight, PA, and medication adherence daily.
Patients have access to an extensive CR resource library made and curated by the platform provider plus resources on maintaining heart healthy behaviors during Phase III created by the research team.
They are reminded to log in if they log in less than twice weekly.
|
On 3 days/week they receive a text about 1 of the 3 behaviors (weight maintenance or loss, physical activity, and medication adherence) in randomized order with guidance for maintaining or improving these behaviors to reach program-provided goals.
The system compares their last week's adherence to the responder criteria.
They receive feedback praising adherence and instructions for a theory-driven behavioral strategy (e.g., stimulus control) to increase adherence.
Feedback is tailored to the patient's adherence or existence of self-monitoring data.
Patients are instructed to log in 3 times weekly to view lessons, sync their Fitbit data, and complete a home-based workout video.
They track weight, PA, and medication adherence daily.
Patients have access to an extensive CR resource library made and curated by the platform provider plus resources on maintaining heart healthy behaviors during Phase III created by the research team.
They are reminded to log in if they log in less than twice weekly.
|
|
Experimental: First Intervention: Text Messaging, Second Intervention: High-Intensity Cardiac Rehabilitation
Participants receive the text messaging intervention for 2 months.
Following their mid-intervention assessment, they are randomized to receive the high-intensity cardiac rehabilitation maintenance program.
Patients are instructed to log in 3 times weekly to view lessons, sync their Fitbit data, and complete a home-based workout video.
They track weight, PA, and medication adherence daily and attend a once weekly virtual meeting with a CR case manager.
Meetings are modeled after Phase II and focus on tailored exercise prescription, addressing cognitive, behavioral, and environmental adherence barriers, and support.
Patients have access to an extensive CR resource library made and curated by the platform provider plus resources on maintaining heart healthy behaviors during Phase III created by the research team.
They are reminded to log in if they log in less than twice weekly.
|
On 3 days/week they receive a text about 1 of the 3 behaviors (weight maintenance or loss, physical activity, and medication adherence) in randomized order with guidance for maintaining or improving these behaviors to reach program-provided goals.
The system compares their last week's adherence to the responder criteria.
They receive feedback praising adherence and instructions for a theory-driven behavioral strategy (e.g., stimulus control) to increase adherence.
Feedback is tailored to the patient's adherence or existence of self-monitoring data.
Patients are instructed to log in 3 times weekly to view lessons, sync their Fitbit data, and complete a home-based workout video.
They track weight, PA, and medication adherence daily and attend a once weekly virtual meeting with a CR case manager.
Meetings are modeled after Phase II and focus on tailored exercise prescription, addressing cognitive, behavioral, and environmental adherence barriers, and support.
Patients have access to an extensive CR resource library made and curated by the platform provider plus resources on maintaining heart healthy behaviors during Phase III created by the research team.
They are reminded to log in if they log in less than twice weekly.
|
|
Experimental: First Intervention: Fully Automated Online Program (FAOP), Second Intervention: Continued FAOP
Patients receiving the fully automated online program will select a weight loss or a weight maintenance curriculum based on their goals.
Patients will receive 8 weeks of fully automated lessons covering the 3 key behaviors: weight (management or loss), physical activity, and medication adherence.
All 3 behaviors are discussed weekly, but the lessons first prioritize PA, then weight management, and then medication adherence to mimic the emphasis in Phase II.
Total weekly lesson time is 20-30 minutes.
Patients retain access to lessons.
They self-monitor calories, weight, moderate-to-vigorous physical activity, and medication adherence.
Tracking data are seamlessly integrated into the system.
They manually enter their medication adherence data and receive encouraging feedback on each of the behaviors the next week.
Participants meeting responder criteria after 2 months will continue to receive the fully automated online program.
|
Patients receiving the fully automated online program will select a weight loss or a weight maintenance curriculum based on their goals.
Patients will receive 8 weeks of fully automated lessons covering the 3 key behaviors: weight (management or loss), physical activity, and medication adherence.
All 3 behaviors are discussed weekly, but the lessons first prioritize PA, then weight management, and then medication adherence to mimic the emphasis in Phase II.
Total weekly lesson time is 20-30 minutes.
Patients retain access to lessons.
They self-monitor calories, weight, moderate-to-vigorous physical activity, and medication adherence.
Tracking data are seamlessly integrated into the system.
They manually enter their medication adherence data and receive encouraging feedback on each of the behaviors the next week.
|
|
Experimental: First Intervention: FAOP, Second Intervention: Low-Intensity Cardiac Rehabilitation
Participants receive the fully automated online program for 2 months.
Following their mid-intervention assessment, they are randomized to receive the low-intensity cardiac rehabilitation maintenance program.
Patients are instructed to log in 3 times weekly to view lessons, sync their Fitbit data, and complete a home-based workout video.
They track weight, PA, and medication adherence daily.
Patients have access to an extensive CR resource library made and curated by the platform provider plus resources on maintaining heart healthy behaviors during Phase III created by the research team.
They are reminded to log in if they log in less than twice weekly.
|
Patients are instructed to log in 3 times weekly to view lessons, sync their Fitbit data, and complete a home-based workout video.
They track weight, PA, and medication adherence daily.
Patients have access to an extensive CR resource library made and curated by the platform provider plus resources on maintaining heart healthy behaviors during Phase III created by the research team.
They are reminded to log in if they log in less than twice weekly.
Patients receiving the fully automated online program will select a weight loss or a weight maintenance curriculum based on their goals.
Patients will receive 8 weeks of fully automated lessons covering the 3 key behaviors: weight (management or loss), physical activity, and medication adherence.
All 3 behaviors are discussed weekly, but the lessons first prioritize PA, then weight management, and then medication adherence to mimic the emphasis in Phase II.
Total weekly lesson time is 20-30 minutes.
Patients retain access to lessons.
They self-monitor calories, weight, moderate-to-vigorous physical activity, and medication adherence.
Tracking data are seamlessly integrated into the system.
They manually enter their medication adherence data and receive encouraging feedback on each of the behaviors the next week.
|
|
Experimental: First Intervention: FAOP, Second Intervention: High-Intensity Cardiac Rehabilitation
Participants receive the fully automated online program intervention for 2 months.
Following their mid-intervention assessment, they are randomized to receive the high-intensity cardiac rehabilitation maintenance program.
Patients are instructed to log in 3 times weekly to view lessons, sync their Fitbit data, and complete a home-based workout video.
They track weight, PA, and medication adherence daily and attend a once weekly virtual meeting with a CR case manager.
Meetings are modeled after Phase II and focus on tailored exercise prescription, addressing cognitive, behavioral, and environmental adherence barriers, and support.
Patients have access to an extensive CR resource library made and curated by the platform provider plus resources on maintaining heart healthy behaviors during Phase III created by the research team.
They are reminded to log in (after they miss a login) if they log in less than twice weekly.
|
Patients are instructed to log in 3 times weekly to view lessons, sync their Fitbit data, and complete a home-based workout video.
They track weight, PA, and medication adherence daily and attend a once weekly virtual meeting with a CR case manager.
Meetings are modeled after Phase II and focus on tailored exercise prescription, addressing cognitive, behavioral, and environmental adherence barriers, and support.
Patients have access to an extensive CR resource library made and curated by the platform provider plus resources on maintaining heart healthy behaviors during Phase III created by the research team.
They are reminded to log in if they log in less than twice weekly.
Patients receiving the fully automated online program will select a weight loss or a weight maintenance curriculum based on their goals.
Patients will receive 8 weeks of fully automated lessons covering the 3 key behaviors: weight (management or loss), physical activity, and medication adherence.
All 3 behaviors are discussed weekly, but the lessons first prioritize PA, then weight management, and then medication adherence to mimic the emphasis in Phase II.
Total weekly lesson time is 20-30 minutes.
Patients retain access to lessons.
They self-monitor calories, weight, moderate-to-vigorous physical activity, and medication adherence.
Tracking data are seamlessly integrated into the system.
They manually enter their medication adherence data and receive encouraging feedback on each of the behaviors the next week.
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Weight Management
Time Frame: From enrollment to the post-intervention assessment at 6 months
|
Weight will be measured to the nearest 0.1 kg with a digital scale in light indoor clothing without shoes.
Height will be measured to the nearest millimeter with standard stadiometer procedures; those without a recent (≤3 months) clinic height measurement will be sent a paper tape measure to be taped to a wall.
BMI will be calculated (kg/m2).
Local participants may come to the research center.
Patients will be shipped a cellular-enabled scale to be used in the same location in their home for all assessments and will keep scales between assessments.
Percent weight loss or management will be calculated as current weight/baseline weight.
|
From enrollment to the post-intervention assessment at 6 months
|
|
Physical Activity
Time Frame: From enrollment to the post-intervention assessment at 6 months
|
PA will be objectively measured over the 7-day assessment period via wearing the Fitbit on their wrist during waking hours.
The Clinical Research Technologist can monitor device wear time during assessments and prompt participants to wear the device during their assessment period.
Valid wear days will be defined as ≥600 min wear time during awake hours (e.g., 7am to 11pm; hours chosen with participant input) measured by non-zero heart rate measurements during that time and include patients with ≥4 valid days, including 1 weekend day.
Fitbit allows researchers access to raw sensor data in 60 sec epochs via their API.
Estimated mins/day spent in total PA and specific intensities of activities will be based on vertical axis counts/min thresholds primarily reflecting locomotor activity.
The primary PA variable of interest will be MVPA mins/week.
|
From enrollment to the post-intervention assessment at 6 months
|
|
Medication Adherence
Time Frame: From enrollment to the post-intervention assessment at 6 months
|
Participants will complete a pill count of their total supply of common CVD medications.
The medications will be counted at the assessment week beginning and end.
Patients will complete the count twice; if the 2 do not agree, they will complete a third.
The total number of pills will be recorded at each pill count.
Percent adherence for each medication will be calculated as the difference between the baseline and end-of-treatment counts for that medication divided by the number of prescribed pills for that medication; this value will be multiplied by 100.
Percent adherence per medication will be the difference between the baseline and end-of-treatment counts for that medication divided by the number of prescribed pills for that medication multiplied by 100.
Percent adherence across medications will be the difference between baseline and end-of-treatment counts across all medications divided by the total number of prescribed pills for the 7-day period multiplied by 100.
|
From enrollment to the post-intervention assessment at 6 months
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Hospitalizations
Time Frame: 12 months after enrollment
|
Number of hospitalizations
|
12 months after enrollment
|
|
Death
Time Frame: 12 months after enrollment
|
Patients, the designated contacts, or the medical chart will provide information in the event that the participant has passed away since enrollment
|
12 months after enrollment
|
|
Quality of life via the 36-Item Short-Form Survey
Time Frame: 12 months after enrollment
|
Participants who are reached for the final assessment will complete a short survey form online or on the phone to measure their quality of life.
This survey has 36 questions.
Each question has 2-5 possible answer options.
Responses are recoded to be on a 0-100 scale, and higher values indicate better perceived health.
|
12 months after enrollment
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Publications and helpful links
Helpful Links
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 1R01HL171158-01A1 (U.S. NIH Grant/Contract)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
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