ClinicalTrials.gg
RecruitingNCT06886789EMPOWER MEUpdated Apr 28, 2026

SMART to Optimize an Intervention to Maintain Health Improvements After Cardiac Rehabilitation

An interventional study of Text Messaging and Fully Automated Online Program in Cardiovascular Diseases and Cardiac Rehabilitation, sponsored by The Miriam Hospital. Recruiting at 1 site in United States. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-04-28.

Sponsored by The Miriam Hospital · Not applicable, Interventional, and Treatment

From the registry’s dates

  • Started Apr 2026; still recruiting 7 months later.
Phase
Not applicable
Study type
Interventional
Enrollment
400
Allocation
Randomized
Ages
18 Years and older
Sex
All
01

Study summary

The study is sponsored by the National Heart, Lung, and Blood Institute, which is part of the National Institutes of Health. The study expects to enroll 400 subjects. The research team will recruit research participants that are finishing or will finish cardiac rehabilitation soon. Participants belong to one or more groups of people who are less often studied in cardiac rehabilitation research, may have less access to a formal cardiac rehabilitation maintenance program, or they may especially benefit from additional support after cardiac rehabilitation ends. The main purposes of this study are to evaluate which treatments work the best after cardiac rehabilitation, which order to deliver the treatments in, and which treatments are as minimally burdensome as possible while still working well. This study will make two comparisons (one comparison between a set of low-intensity interventions and another between a set of higher-intensity interventions) to determine which produces the best behavioral adherence immediately after Phase II (outpatient) cardiac rehabilitation

Read the detailed description

The research team will first test which of two automated online interventions ([A] a low-intensity text-messaging intervention of 3 weekly sets of text messages focused on encouragement and reminders about the key health behaviors for 2 months, or [B] a fully automated 2-month online program modeled on our previous research, consisting of interactive lessons, self-monitoring, and tailored feedback) serves as the best first-line intervention. The second test is which of two home-based cardiac rehabilitation (CR) maintenance interventions produces the best outcomes for non-responders to the initial interventions. Those who do not respond to the low-intensity interventions will be randomized to receive 3 months of either (C) low-intensity home-based CR, consisting of education and exercise prescription, or (D) high-intensity home-based online CR that includes education and exercise prescription plus case management. Adherence to the 3 targeted cardioprotective behaviors will be measured after Phase II completion (baseline), the initial low-touch interventions (at Month 3), after 3 more months of continued or new interventions (at Month 6), and 6-months of no-treatment follow-up (at Month 12). The primary outcome will be adherence to the 3 cardioprotective behaviors (physical activity, weight management, and medication adherence) measured together in the Sequential, Multiple Assignment, Randomized Trials (SMART) decision rule (responder status) and individually. Exploratory outcomes will be death, rehospitalization, and quality of life. The specific aims of this study are to: (1) Compare the 2 least intensive, online, intervention options (text message versus an automated online program) to determine which produces the best behavioral adherence immediately after Phase II CR; (2) Determine whether low- or high-intensity home-based CR (i.e., with or without case management) produces superior behavioral adherence after failure of initial low-intensity online intervention; (3) Finalize the adaptive treatment based on the results of the first two aims; and (4) [Exploratory Aim] Conduct a moderators analysis to test for differential effects within specific participant groups.

02

Conditions studied

  • Cardiovascular Diseases
  • Cardiac Rehabilitation

Keywords

  • Cardiovascular disease
  • Cardiac rehabilitation
  • Medication adherence
  • Weight loss
  • Weight management
  • Weight maintenance
  • Physical activity
  • Intervention optimization
  • Sequential, multiple assignment, randomized trials
  • Digital health
03

In context

Cardiovascular Diseases

5,368 studies on the registry are indexed under Cardiovascular Diseases; 939 are open to participants now.

This study's planned enrollment of 400 is above the median of 100 across 3,084 interventional studies indexed under Cardiovascular Diseases.

Browse Cardiovascular Diseases studies →

Lead sponsor

The Miriam Hospital is the lead sponsor of 182 studies on the registry; 15 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

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
  • ≥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

Exclusion Criteria:

  • 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
Terms in these criteria, in plain language(2)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

BMI (body mass index)

Weight in kilograms divided by height in metres squared. Example: 70 kg and 1.75 m gives 70 ÷ (1.75 × 1.75) ≈ 22.9.

What counts as overweight or obesity differs between countries (some use lower cut-offs), so go by the range the study states.

NYHA class (heart failure)

The New York Heart Association’s four classes of how much heart failure limits physical activity.

I
No limits: ordinary activity causes no undue tiredness or breathlessness.
II
Slight limits: comfortable at rest, ordinary activity causes symptoms.
III
Marked limits: comfortable at rest, less than ordinary activity causes symptoms.
IV
Symptoms even at rest; any activity makes them worse.

Studies set their own limit — many outside heart failure leave out class III–IV, while heart failure studies may ask for a particular class. Check the class this study names.

05

Study design

Phase
Not applicable
Primary purpose
Treatment
Allocation
Randomized
Intervention model
Sequential assignment
Masking
Single (Outcomes assessor)
Enrollment
400 participants (estimated)

Study arms

  • 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.

    Behavioral: Text Messaging

  • 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.

    Behavioral: Text Messaging · Behavioral: Low-Intensity Cardiac Rehabilitation Maintenance Program

  • 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.

    Behavioral: Text Messaging · Behavioral: High Intensity Cardiac Rehabilitation Maintenance Program

  • 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.

    Behavioral: Fully Automated Online Program

  • 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.

    Behavioral: Fully Automated Online Program · Behavioral: Low-Intensity Cardiac Rehabilitation Maintenance Program

  • 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.

    Behavioral: Fully Automated Online Program · Behavioral: High Intensity Cardiac Rehabilitation Maintenance Program

Interventions

  • BehavioralText Messaging

    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.

  • BehavioralFully 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.

  • BehavioralLow-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.

  • BehavioralHigh 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.

06

What researchers measure

Primary outcomes

  1. Weight Management

    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.

    Time frame: From enrollment to the post-intervention assessment at 6 months

  2. Physical Activity

    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.

    Time frame: From enrollment to the post-intervention assessment at 6 months

  3. Medication Adherence

    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.

    Time frame: From enrollment to the post-intervention assessment at 6 months

Secondary outcomes

  1. Hospitalizations

    Number of hospitalizations

    Time frame: 12 months after enrollment

  2. Death

    Patients, the designated contacts, or the medical chart will provide information in the event that the participant has passed away since enrollment

    Time frame: 12 months after enrollment

  3. Quality of life via the 36-Item Short-Form Survey

    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.

    Time frame: 12 months after enrollment

07

Study locations

1 of 1 sites recruiting
  • Weight Control and Diabetes Research Center of The Miriam Hospital
    Providence, Rhode Island 02903, United States
    Recruiting
08

References and documents

Related links

Individual participant data

Plan to share: No — Due to the risk of re-identification in some communities, IPD will not be shared in this study.

09

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Started Apr 2026 (actual). Primary completion is estimated for Jun 2030, 50 months after the start.

Of 1,077 non-industry interventional studies with no phase under Cardiovascular Diseases, half reached primary completion within 26 months of starting (the median), counting those still running; a quarter within 12 and three quarters within 48. This study's planned 50 months is above that.

Counting every sponsor, half of 1,216 studies reached it within 26 months; a quarter within 12 and three quarters within 49.

Cardiovascular Diseases covers many different conditions, not one, so the studies compared here vary widely. Read these figures as a rough guide.

How these figures are worked out, and which studies are left out of them.

Registered
Mar 14, 2025
First posted
Mar 20, 2025
StartActual
Apr 1, 2026
Primary completionEst.
Jun 30, 2030
CompletionEst.
Aug 2030
Last update
Apr 28, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Apr 28, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT06886789
Collaborators
National Heart, Lung, and Blood Institute (NHLBI), Office of the Director, National Institutes of Health (OD)
Responsible party
Sponsor
First posted
Mar 20, 2025
Start date
Apr 1, 2026
Primary completion
Jun 30, 2030 (estimated)
Completion
Aug 2030 (estimated)
Last update
Apr 28, 2026

Study contacts

Carly M Goldstein, PhD, FAACVPR
Contact
carly.goldstein@brownhealth.org
401-793-8960
Kristen Walaska, BS
Contact
kwalaska@brownhealth.org
401-793-8022

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Interested in this study?

Eligibility is decided by the study team. Share this record with your doctor or contact the team directly.

Contact study team

Follow this study

Get an email when the registry record changes — status, dates, results — or when someone posts here.

Sign in to follow

Discussion

Questions and observations about this study, from anyone following it. Not medical advice, and not a channel to the study team — their contact details are on the registry record.

Sign in to join the discussion. Reading takes no account; posting does. You choose a display name, and a pseudonym is the default.

Nothing here yet. If you are running this trial, taking part in it, or weighing whether to, this is the place to say so.

Start the discussion