SynthesisThe Journal of cardiovascular nursing
A Systematic Review of mHealth-Based Heart Failure Interventions.
Synthesis in The Journal of cardiovascular nursing. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers, 12 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
73 citing papers in PubMed, 12 syntheses or guidelines pooled it.
- Effectiveness of mobile telemonitoring applications in heart failure patients: systematic review of literature and meta-analysis.Heart failure reviews · 2023Pooled it
- Pooled it
- Telehealth for the Longitudinal Management of Chronic Conditions: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Effects of Different Telemonitoring Strategies on Chronic Heart Failure Care: Systematic Review and Subgroup Meta-Analysis.Journal of medical Internet research · 2020Pooled it
- mHealth education interventions in heart failure.The Cochrane database of systematic reviews · 2020Pooled it
- Effectiveness of Mobile Phone-Based Interventions for Improving Health Outcomes in Patients with Chronic Heart Failure: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2020Pooled it
- Evaluation of Heart Failure Apps to Promote Self-Care: Systematic App Search.JMIR mHealth and uHealth · 2019Pooled it
- Guideline of the Brazilian Society of Cardiology on Telemedicine in Cardiology - 2019.Arquivos brasileiros de cardiologia · 2019Guideline
- The Effectiveness of Smartphone Apps for Lifestyle Improvement in Noncommunicable Diseases: Systematic Review and Meta-Analyses.Journal of medical Internet research · 2018Pooled it
- The effect of telepsychiatric modalities on reduction of readmissions in psychiatric settings: A systematic review.Journal of telemedicine and telecare · 2018Pooled it
- Understanding heart failure; explaining telehealth - a hermeneutic systematic review.BMC cardiovascular disorders · 2017Pooled it
- Mobile Phone Interventions for the Secondary Prevention of Cardiovascular Disease.Progress in cardiovascular diseasesPooled it
- Patient-Centered mHealth Intervention to Improve Self-Care in Patients With Chronic Heart Failure: Phase 1 Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Self-care Management Intervention in Heart Failure (SMART-HF): A Multicenter Randomized Controlled Trial.Journal of cardiac failure · 2022Trial
- A pilot randomized clinical trial of a teamwork intervention for heart failure care dyads.Heart & lung : the journal of critical careTrial
- Frailty-Based Remote Monitoring in Older Adults With Heart Failure: Conceptual Framework for Adaptive Digital Health Strategies.Journal of medical Internet research · 2026Article
- Clinicians' perspectives of pain in older adults with heart failure.Geriatric nursing (New York, N.Y.) · 2026Article
- 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
- Development and Feasibility of a Smartphone Application for Promoting Healthy Heart Behaviors Following Open-Heart Surgery: A Mixed-Method Pilot Study.Healthcare (Basel, Switzerland) · 2025Article
- Cardiomeds, an mHealth App for Self-Management to Support Swiss Patients With Heart Failure: 2-Stage Mixed Methods Usability Study.JMIR formative research · 2025Article
13 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
backgroundThe popularity of mobile phones and similar mobile devices makes it an ideal medium for delivering interventions. This is especially true with heart failure (HF) interventions, in which mHealth-based HF interventions are rapidly replacing their telephone-based predecessors. PURPOSE: This systematic review examined the impact of mHealth-based HF management interventions on HF outcomes. The specific aims of the systematic review are to (1) describe current mHealth-based HF interventions and (2) discuss the impact of these interventions on HF outcomes.
methodsPubMed, CINAHL Plus, EMBASE, PsycINFO, and Scopus were systematically searched for randomized controlled trials or quasi-experimental studies that tested mHealth interventions in people with HF using the terms Heart Failure, Mobile Health, mHealth, Telemedicine, Text Messaging, Texting, Short Message Service, Mobile Applications, and Mobile Apps.
conclusionsTen articles, representing 9 studies, were included in this review. The majority of the studies utilized mobile health technology as part of an HF monitoring system, which typically included a blood pressure-measuring device, weighing scale, and an electrocardiogram recorder. The impact of the mHealth interventions on all-cause mortality, cardiovascular mortality, HF-related hospitalizations, length of stay, New York Heart Association functional class, left ventricular ejection fraction, quality of life, and self-care were inconsistent at best. IMPLICATIONS: Further research is needed to conclusively determine the impact of mHealth interventions on HF outcomes. The limitations of the current studies (eg, inadequate sample size, quasi-experimental design, use of older mobile phone models, etc) should be taken into account when designing future studies.
Indexed as
Identifiers
What Socratic 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 Socratic graph.