Study Stopped
Slow recruitment - DSMB decision
A Mobile Application to Promote Self-management and Improve Outcomes in Heart Failure
A Multifaceted Adaptive Mobile Application to Promote Self-management and Improve Outcomes in Heart Failure
2 other identifiers
interventional
62
1 country
9
Brief Summary
This study will investigate the effectiveness of two contextual just-in-time adaptive interventions (JITAIs) delivered via a mobile app for heart failure patients.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for phase_3 heart-failure
Started Jun 2021
Shorter than P25 for phase_3 heart-failure
9 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
January 27, 2021
CompletedFirst Posted
Study publicly available on registry
February 16, 2021
CompletedStudy Start
First participant enrolled
June 14, 2021
CompletedPrimary Completion
Last participant's last visit for primary outcome
May 8, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
May 17, 2023
CompletedResults Posted
Study results publicly available
September 19, 2024
CompletedSeptember 19, 2024
August 1, 2024
1.9 years
January 27, 2021
May 6, 2024
August 20, 2024
Conditions
Outcome Measures
Primary Outcomes (2)
Hierarchical Combination ("Win Ratio") of Time to All-cause Mortality, Time to Heart Failure Hospital Readmission, and Decline in Health-related Quality of Life (HRQOL) [ Time Frame: Baseline up to Week 12 ]
Time to all-cause mortality (ACM), time to heart failure hospital readmission (HFHR), and decline in quality of life will be analyzed using the Finkelstein-Schoenfeld method. The method combines these three endpoints in a hierarchical fashion using ACM first, HRHR second, and change in HRQOL third. The method pairs every participant receiving the diet intervention with every participant not receiving the diet intervention within each stratum. Within each pairing, a +1 is assigned to the "better" participant, -1 to the "worse" participant, and 0 if they are "tied". The comparison begins with ACM. Tied pairings are then compared using HFHR. Any remaining tied pairings are compared using change in HRQOL. A 'Win' represents a participant doing better within each pairing (receiving +1) based on the hierarchical comparison. The reported unit is the total "wins" for each intervention group from performing such a hierarchical comparison across all strata.
12 weeks
Hierarchical Combination ("Win Ratio") of Time to All-cause Mortality, Time to Heart Failure Hospital Readmission, and Decline in Health-related Quality of Life (HRQOL) [ Time Frame: Baseline up to Week 12 ]
Time to all-cause mortality (ACM), time to heart failure hospital readmission (HFHR), and decline in quality of life will be analyzed using the Finkelstein-Schoenfeld method. The method combines these three endpoints in a hierarchical fashion using ACM first, HRHR second, and change in HRQOL third. The method pairs every participant receiving the clinical worsening intervention with every participant not receiving the clinical worsening intervention within each stratum. Within each pairing, a +1 is assigned to the "better" participant, -1 to the "worse" participant, and 0 if they are "tied". The comparison begins with ACM. Tied pairings are then compared using HFHR. Any remaining tied pairings are compared using change in HRQOL. A 'Win' represents a participant doing better within each pairing (receiving +1) based on the hierarchical comparison. The reported unit is the total "wins" for each intervention group from performing such a hierarchical comparison across all strata.
12 weeks
Secondary Outcomes (3)
All-Cause Mortality [ Time Frame: Baseline up to Week 12 ]
12 weeks
Heart Failure-related Hospitalizations [ Time Frame: Baseline up to Week 12 ]
12 weeks
Change From Baseline in Health-related Quality of Life [ Time Frame: Baseline up to Week 12 ]
12 weeks
Study Arms (4)
Control Group 'A'
SHAM COMPARATORStandard heart failure educational information.
Dietary Sodium Intervention 'B'
EXPERIMENTALThe dietary sodium intervention facilitates lower sodium choices using tailored push notifications.
Clinical Worsening Intervention 'C'
EXPERIMENTALThe clinical worsening intervention promotes self-monitoring and self-management and is linked tailored push notifications.
Dietary Sodium and Clinical Worsening 'D'
EXPERIMENTALFull access to all content in the control, dietary sodium, and clinical worsening interventions.
Interventions
The sodium dietary intervention provides the user with a tailored message to assist with making dietary choices based on sodium content when they arrive at a grocery store or restaurant.
The intervention adapts to the participant's reported symptoms and provides feedback with a global health status indicator (HSI). Users will receive tailored push notification based on their HSI status.
Standard heart failure educational information and a daily symptom survey.
Eligibility Criteria
You may qualify if:
- Age 18 years and older at screening
- Currently admitted or discharged from the hospital within the last 14 days with a diagnosis of acute or acute on chronic decompensated HF.
- Based on one of the EF criteria (LVEF within 12 months of randomization. BNP or NT-proBNP criteria within 30 days prior to randomization):
- Left ventricular ejection fraction (LVEF) ≤ 40%.
- LVEF \>40% and BNP \> 175 pg/ml or NT-proBNP \> 700 pg/ml. Thresholds for NT-proBNP and BNP for LVEF \> 40% will be corrected for body mass index (BMI) using a 4% reduction per BMI unit over 25 kg/m2.
- Have a personal physician for follow-up
- A smartphone with a compatible Apple or Android operating system installed and able to download and use ManageHF including accepting all permissions
- A valid email address
- Fluent in spoken and written English
You may not qualify if:
- Contraindication to recommending a sodium restriction diet
- Scheduled intervention for primary valvular heart disease will occur during the study period.
- Cardiac resynchronization therapy (CRT) within 3 months prior to screening or current plan to implant CRT device during the study period.
- Dialysis
- Previous cardiac transplantation or implantation of a ventricular assistance device or similar device.
- Listed status 1, 2 or 3 for heart transplant
- Implantation of a ventricular assistance device is expected within 3 months after randomization
- Non-cardiac illness with expected survival of less than 3 months
- Discharge to a setting other than home
- Requirement for chronic inotropic therapy (e.g. milrinone, dobutamine)
- Inability to use Withings devices due to equipment limitations or contraindications
- Currently pregnant or intend to become pregnant during the study period.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- University of Michiganlead
- National Institute on Aging (NIA)collaborator
Study Sites (9)
University of Alabama at Birmingham
Birmingham, Alabama, 35294, United States
Stanford University
Stanford, California, 94305, United States
Emory University
Atlanta, Georgia, 30322, United States
Atlanta VA Health Care System
Decatur, Georgia, 30033, United States
University of Michigan
Ann Arbor, Michigan, 48109, United States
Henry Ford Hospital System
Detroit, Michigan, 48202, United States
Washington University in St. Louis
St Louis, Missouri, 63130, United States
University of North Carolina at Chapel Hill
Chapel Hill, North Carolina, 27514, United States
Virginia Commonwealth University
Richmond, Virginia, 23284, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Results Point of Contact
- Title
- Dr. MICHAEL DORSCH
- Organization
- University of Michigan College of Pharmacy
Study Officials
- PRINCIPAL INVESTIGATOR
Michael Dorsch, PharmD
University of Michigan
Publication Agreements
- PI is Sponsor Employee
- No
- Restrictive Agreement
- No
Study Design
- Study Type
- interventional
- Phase
- phase 3
- Allocation
- RANDOMIZED
- Masking
- QUADRUPLE
- Who Masked
- PARTICIPANT, CARE PROVIDER, INVESTIGATOR, OUTCOMES ASSESSOR
- Purpose
- SUPPORTIVE CARE
- Intervention Model
- FACTORIAL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Associate Professor of Clinical Pharmacy
Study Record Dates
First Submitted
January 27, 2021
First Posted
February 16, 2021
Study Start
June 14, 2021
Primary Completion
May 8, 2023
Study Completion
May 17, 2023
Last Updated
September 19, 2024
Results First Posted
September 19, 2024
Record last verified: 2024-08
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL, ICF
- Time Frame
- No later than 3 years after the end of the study or 2 years after the main paper reporting the results of the trial, whichever comes first.
- Access Criteria
- Researchers at institutions with a Federal Wide Assurance will be able to gain access to repository data by submitting a data access request in accordance with applicable policies.
The aim is to prepare data for deposit into the National Institute on Aging supported National Archive of Computerized Data on Aging data repository. The de-identified analytic data will be prepared as SAS transport files or ASCII comma-delimited files with accompanying codebooks that describe the data and data structure. The redaction will employ best practices and will be consistent with National Institute on Aging data sharing policies.