ReviewJMIR cardio2022
The Use of Mobile Apps for Heart Failure Self-management: Systematic Review of Experimental and Qualitative Studies.
Review in JMIR cardio, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07490470 (A Nurse-Led, Multidisciplinary mHealth Program to Manage Heart Failure During the Vulnerable Post-Discharge Period), which is not on this map. Cited by 33 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
A Nurse-Led, Multidisciplinary mHealth Program to Manage Heart Failure During the Vulnerable Post-Discharge Period
Who cites it
33 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- A meta-synthesis of qualitative studies on cardiovascular disease patients' experiences using digital health tools.Frontiers in public health · 2025Pooled it
- [Education interventions in heart failure using m-Health: Systematic review].Atencion primaria · 2023Pooled it
- Mobile Health Self-management Support for Spinal Cord Injury: Systematic Literature Review.JMIR mHealth and uHealth · 2023Pooled it
- Effect of Telemedicine Interventions on Heart Failure Hospitalizations: A Randomized Trial.Journal of the American Heart Association · 2025Trial
- Effectiveness of a Smartphone App-Based Intervention With Bluetooth-Connected Monitoring Devices and a Feedback System in Heart Failure (SMART-HF Trial): Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Clinical Impact of Digital Health Interventions with Educational Components for Patients with Heart Failure: A Systematic Review and Meta-Analysis.Healthcare (Basel, Switzerland) · 2026Review
- Mechanisms of Engagement With Mobile Health Apps for Adults With Long-Term Conditions: Overview of Systematic Reviews.JMIR mHealth and uHealth · 2026Review
- A Mobile Health Platform for Heart Failure Self-Management: Feasibility Study on Patient Engagement, Acceptance, and Potential Health Outcomes.JMIR formative research · 2026Article
- Mobile App-Supported Self-Management for Chronic Low Back Pain: Realist Evaluation.JMIR mHealth and uHealth · 2026Article
- Integrating digital health and remote monitoring: emerging trends in cardiac rehabilitation research for chronic heart failure.Frontiers in cardiovascular medicine · 2026Article
- Digital health education and self-management support for adults with heart failure: a best-evidence summary of review-level evidence.Frontiers in public health · 2026Review
- Perspectives of patients, caregivers, and healthcare providers on how the Heart@Home mobile application improves self-management in heart failure care: A qualitative study.Internet interventions · 2025Article
- Digital Therapeutics in Cardiovascular Healthcare: A Narrative Review.Current cardiology reports · 2025Review
- Digital health intervention toBMJ open · 2025Article
- Digital Health Interventions for Atherosclerotic Cardiovascular Disease: The Current Impact and Future Directions for Prevention and Management.Journal of atherosclerosis and thrombosis · 2025Review
- Perception and Evaluation of a Knowledge Transfer Concept in a Digital Health Application for Patients With Heart Failure: Mixed Methods Study.JMIR human factors · 2025Article
- The effectiveness of nursing interventions to improve self-care for patients with heart failure at home: a systematic review and meta-analysis.BMC nursing · 2025Article
- Remote monitoring and heart failure.European heart journal supplements : journal of the European Society of Cardiology · 2025Article
- Device-based Strategies for Monitoring Congestion and Guideline-directed Therapy in Heart Failure: The Who, When and How of Personalised Care.Cardiac failure review · 2025Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHeart failure self-management is essential to avoid decompensation and readmissions. Mobile apps seem promising in supporting heart failure self-management, and there has been a rapid growth in publications in this area. However, to date, systematic reviews have mostly focused on remote monitoring interventions using nonapp types of mobile technologies to transmit data to health care providers, rarely focusing on supporting patient self-management of heart failure.
objectiveThis study aims to systematically review the evidence on the effect of heart failure self-management apps on health outcomes, patient-reported outcomes, and patient experience.
methodsFour databases (PubMed, Embase, CINAHL, and PsycINFO) were searched for studies examining interventions that comprised a mobile app targeting heart failure self-management and reported any health-related outcomes or patient-reported outcomes or perspectives published from 2008 to December 2021. The studies were independently screened. The risk of bias was appraised using Cochrane tools. We performed a narrative synthesis of the results. The protocol was registered on PROSPERO (International Prospective Register of Systematic Reviews; CRD42020158041).
resultsA total of 28 articles (randomized controlled trials [RCTs]: n=10, 36%), assessing 23 apps, and a total of 1397 participants were included. The most common app features were weight monitoring (19/23, 83%), symptom monitoring (18/23, 78%), and vital sign monitoring (15/23, 65%). Only 26% (6/23) of the apps provided all guideline-defined core components of heart failure self-management programs: education, symptom monitoring, medication support, and physical activity support. RCTs were small, involving altogether 717 participants, had ≤6 months of follow-up, and outcomes were predominantly self-reported. Approximately 20% (2/10) of RCTs reported a significant improvement in their primary outcomes: heart failure knowledge (P=.002) and self-care (P=.004). One of the RCTs found a significant reduction in readmissions (P=.02), and 20% (2/10) of RCTs reported higher unplanned clinic visits. Other experimental studies also found significant improvements in knowledge, self-care, and readmissions, among others. Less than half of the studies involved patients and clinicians in the design of apps. Engagement with the intervention was poorly reported, with only 11% (3/28) of studies quantifying app engagement metrics such as frequency of use over the study duration. The most desirable app features were automated self-monitoring and feedback, personalization, communication with clinicians, and data sharing and integration.
conclusionsMobile apps may improve heart failure self-management; however, more robust evaluation studies are needed to analyze key end points for heart failure. On the basis of the results of this review, we provide a road map for future studies in this area.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.