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| ID | Type | Description | Link |
|---|---|---|---|
| 5R01HL125440-07 | U.S. NIH Grant/Contract | View source |
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| Name | Class |
|---|---|
| National Heart, Lung, and Blood Institute (NHLBI) | NIH |
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The goal of this study is to collect quantitative and qualitative data that can be used to optimize the HeartSteps mHealth intervention for physical activity. The current version of the intervention is intended to help patients with heart disease increase and maintain their physical activity long-term. To accomplish this goal, a 3-month pilot micro-randomized trial (MRT) will be conducted with 60 patients who are currently completing or have recently completed phase II cardiac rehabilitation (CR).
The core of the study participation is the use of the HeartSteps intervention over the course of 3 months. This includes wearing the Fitbit Charge activity tracker during waking hours and using the HeartSteps intervention to support their efforts to be active. The HeartSteps intervention consists of two sets of intervention components: (1) components intended to improve participants' affective associations with physical activity, including activity suggestions designed to to trigger positive feelings and associate them with being active, and prompts to bring their awareness to intrinsically motivating aspects of being active; and (2) components that target reflective self-regulatory processes, including graphs for self-monitoring, prompts to plan activity, and weekly activity goals. How exactly, and how much, participants will use HeartSteps will not be prescribed since our goal is to understand naturalistic trajectory of engagement with the intervention.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Intervention | Experimental | Participants receive the HeartSteps mHealth intervention for 3 months to support and increase physical activity. Components include:
Participants wear a Fitbit Charge tracker to monitor activity, synced to their MyDataHelps account. The intervention aims to optimize engagement and physical activity levels. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| mobile health app | Behavioral | HeartSteps is an innovative mobile health (mHealth) app designed for cardiac rehabilitation patients. The app features dynamic push notifications, daily and weekly surveys to capture psychosocial data, and an in-app dashboard that provides feedback on activity levels, goal progress, and reminders. Integrated with a Fitbit Charge tracker, HeartSteps emphasizes behavioral changes through engaging features. The intervention is personalized to meet individual needs and preferences, enhancing patient engagement and promoting sustained physical activity. |
| Measure | Description | Time Frame |
|---|---|---|
| Weekly number of minutes of moderate to vigorous physical activity | The primary outcome of the study is number of weekly minutes of moderate to vigorous physical activity (MVPA), as assessed by the Fitbit Charge 6 activity tracker. Primary analysis will assess the difference in MVPA between the baseline week and the last (i.e. 12th) week of the study. | Baseline, 12 weeks |
| Measure | Description | Time Frame |
|---|---|---|
| 3-hour step count | Number of steps, as assessed by the Fitbit Charge 6 activity tracker, measured in the three-hour window following the randomization of activity suggestions. This outcome will be assessed after each decision point for the micro-randomized activity suggestions. Each participant will have two decision points per day for the duration of the study. | 12 weeks |
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Inclusion Criteria:
Must be a patient within the Michigan Medicine clinical system with data available in the electronic health record after January 1, 2020.
Age > 18
Owns and is a daily user of an Android or iPhone smartphone with study supported operating software.
Understands English to enable informed consent, completion of study-related surveys, and compliance with study notifications.
Will be completing within 30 days or have completed in the last 30 days the cardiac rehabilitation program at Michigan Medicine based on one of the following indications:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Pedja Klasnja, Ph.D. in Information Science | Contact | 734-763-3581 | klasnja@umich.edu |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of Michigan | Recruiting | Ann Arbor | Michigan | 48109 | United States |
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| ID | Term |
|---|---|
| D002318 | Cardiovascular Diseases |
| D009043 | Motor Activity |
| ID | Term |
|---|---|
| D001519 | Behavior |
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The study uses a micro-randomized trial (MRT) design to optimize the HeartSteps mHealth intervention for physical activity. The following components are macro-randomized:
The following components are provided without randomization:
4, Weekly Reflection: Prompts participants each Sunday to reflect on past activity, set goals, and plan for the next week.
5, Pull Interventions: In-app features like activity dashboards and planning tools.
6. Ecological Momentary Assessments (EMA): Daily and weekly surveys on psychosocial constructs related to physical activity.
This plan collects data to optimize intervention timing and content for better engagement and physical activity outcomes.
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| Daily step count | Number of steps per day, assessed by the Fitbit Charge 6 activity tracker. | 12 weeks |
| Affective exercise experiences (AFFEXX) scale | A validated 36-item self-report instrument that assesses participants' affective associations with physical activity. AFFEXX scale will be administered weekly for the duration of the study. The main analysis of this outcome will assess pre-post differences in the AFFEXX score between baseline and 12th week. | Baseline, 12 weeks |