ImpleMEntation of a Digital-first Care deLiverY Model for Heart Failure in Uganda
MEDLY Uganda
2 other identifiers
interventional
576
1 country
7
Brief Summary
This is a stepped wedge, cluster-randomized study, that will implement a digital-first, multi-component strategy for Heart Failure (HF) to improve HF self-care at 6 Regional Referral Hospital (RRH) outpatient departments in Uganda. The investigators will evaluate both implementation and clinical outcomes using mixed methods. . First, investigators will assess the implementation and clinical effectiveness of an enhanced standard-of-care clinical bundle, and a digital health intervention to improve HF self-care in Uganda (Aim 1). To do this, the investigators will conduct a stepped-wedge, cluster randomized trial that includes a brief control period followed by a clinical care service bundle for HF (Core HF), followed by the introduction of the digital health application (Medly Uganda). The co-primary outcomes will be the Self-Care of HF Index (implementation) and the composite of mortality and HF hospitalization (clinical effectiveness). To ensure standardized basic HF care which will augment self-care, investigators will train providers in an evidence-based HF clinical care service bundle (Core HF) including a care protocol (treatment algorithm for HF), self-care training for patients and providers, and medication stock management prior to the introduction of the digital health intervention (Medly Uganda). Medly Uganda will utilize a patient-facing mobile health application designed to improve self-care among patients with HF. Its principal components are: 1) a patient-facing mobile application that processes patient-reported symptoms and generates algorithm-driven messages to guide self-care and symptom management and 2) a clinician-facing internet dashboard that monitors symptom reports and facilitates nurse-guided management recommendations and physician backup support. The project supports an integrated, digital interface at participating hospitals to monitor and intervene with patients using the mobile health application.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable heart-failure
Started Mar 2025
Typical duration for not_applicable heart-failure
7 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
July 13, 2023
CompletedFirst Posted
Study publicly available on registry
July 21, 2023
CompletedStudy Start
First participant enrolled
March 6, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
October 1, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
October 1, 2027
May 22, 2026
May 1, 2026
2.6 years
July 13, 2023
May 18, 2026
Conditions
Outcome Measures
Primary Outcomes (2)
Change in Self-Care of Heart Failure Index (SCHFI)
The SCHFI v7.23 is a validated 39-item instrument hat assesses maintenance, management, and self-confidence of heart failure self-care. Scores range from 0-100 with higher scores indicating improved self care.
baseline, 6 months, 12 months, 18 months, 24 months, 30 months and 36 months
Clinical Effectiveness
A composite of the number of participants with mortality and HF hospitalization will be used to assess clinical effectiveness. This outcome is the most widely used composite clinical endpoint in HF trials globally.
baseline, 6 months, 12 months, 18 months, 24 months, 30 months and 36 months
Secondary Outcomes (8)
Participant fidelity to self-care assessed by medication adherence using Medication Adherence Report Scale (MARS-5) and 7-day recall
up to 36 months
Change in NYHF Classification
up to 36 months
Change in 6-minute walk test
baseline, 6 months, 12 months, 18 months, 24 months, 30 months and 36 months
Change in Pro-NT Brain Natriuretic Peptide (Pro-NT BNP)
baseline, 6 months, 12 months, 18 months, 24 months, 30 months and 36 months
Change in Kansas City Cardiomyopathy Questionnaire (KCCQ)
baseline, 6 months, 12 months, 18 months, 24 months, 30 months and 36 months
- +3 more secondary outcomes
Study Arms (2)
Step 1. Core HF intervention period
EXPERIMENTALAll sites will be trained in an evidence-based clinical care bundle for HF, to ensure standardized basic HF care across the participating RRHs in the study. For this service bundle which will augment self-care (Core-HF), the investigators will train providers in an evidence-based HF clinical care service bundle including a care protocol (treatment algorithm for HF), self-care training for patients and providers, and medication stock management prior to introducing the digital health intervention (Medly Uganda, described in Arm 2).
Step 2. Core-HF plus Medly Uganda digital health intervention
EXPERIMENTALMedly Uganda will utilize a patient-facing mobile health application designed to improve self-care among patients with HF. Its principal components are: 1) a patient-facing mobile application that processes patient-reported symptoms and generates algorithm-driven messages to guide self-care and symptom management and 2) a clinician- facing internet dashboard that monitors symptom reports and facilitates nurse-guided management recommendations and physician backup support. The project will support an integrated, digital interface at participating hospitals to monitor and intervene with patients who are using the mobile health application.
Interventions
All clinical care providers involved in HF care at participating RRHs will be trained in a HF service bundle including a care protocol (treatment algorithm based on global guidelines), self-care training for patients and providers, and medication stock management to ensure supply of HF medications to patients in need.
A patient-facing mobile health application designed to improve self-care will be provided to the study participant, which will operate on all mobile devices. This will be introduced after the Core-HF intervention has been delivered.
Eligibility Criteria
You may qualify if:
- Clinical diagnosis of New York Heart Association (NYHA) Class II-III HF
- Access to a mobile phone
- Basic reading skills in 1 of the offered languages, as determined by their clinical care provider. Languages will include: Lugbara in Arua, Lugiso in Mbale, Runyankole in Mbarara, Luganda in Masaka, Rutooro in Fort Portal, and Langi in Lira in addition to English.
You may not qualify if:
- Inability to provide informed consent, as determined by the nurse manager
- Active medical condition requiring hospitalization, such as cardiac ischemia (acute electrocardiographic changes and/or positive biomarkers, if available), syncope, or significant fluid overload
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Yale Universitylead
- National Heart, Lung, and Blood Institute (NHLBI)collaborator
Study Sites (7)
Arua Regional Referral Hospital
Arua, Uganda
Fort Portal Regional Referral Hospital
Fort Portal, Uganda
Uganda Heart Institute
Kampala, Uganda
Lira Regional Referral Hospital
Lira, Uganda
Masaka Regional Referral Hospital
Masaka, Uganda
Mbale Regional Referral Hospital
Mbale, Uganda
Mbarara Regional Referral Hospital
Mbarara, Uganda
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Jeremy Schwartz, MD
Yale University
- PRINCIPAL INVESTIGATOR
Isaac Ssinabulya, MD
Uganda Initiative for Integrated Management of Non-Communicable Diseases (UINCD)
- PRINCIPAL INVESTIGATOR
Joseph Cafazzo, PhD
University Health Network of Toronto
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- SUPPORTIVE CARE
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
July 13, 2023
First Posted
July 21, 2023
Study Start
March 6, 2025
Primary Completion (Estimated)
October 1, 2027
Study Completion (Estimated)
October 1, 2027
Last Updated
May 22, 2026
Record last verified: 2026-05
Data Sharing
- IPD Sharing
- Will not share