Trial reportJournal of medical Internet research2025
Patient-Centered mHealth Intervention to Improve Self-Care in Patients With Chronic Heart Failure: Phase 1 Randomized Controlled Trial.
Trial report in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 15 papers, 1 of them a synthesis 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.
iCardia4HF: A Patient-centered Mobile Health Intervention to Promote Self-care and Improve Patient Outcomes in Chronic Heart Failure
TELEMACO-S: a Telemonitoring Project in Cardiology and Technology Transfer Using Telemedicine
A Nurse-Led, Multidisciplinary mHealth Program to Manage Heart Failure During the Vulnerable Post-Discharge Period
Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effectiveness of Digital Health Interventions to Improve Self-Care in Patients With Chronic Diseases: Systematic Review and Meta-Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2026Pooled it
- Impact of the Cardio-Meds Mobile App on Heart Failure Knowledge and Medication Adherence: Pilot Randomized Controlled Trial.JMIR cardio · 2026Trial
- Pilot Study of a Mobile, Virtual Reality-Based Digital Therapeutic for Smoking Cessation: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Global Trends in Heart Failure Self-Care Research: A Bibliometric and Visual Analysis.Healthcare (Basel, Switzerland) · 2026Review
- Tailored Text Messaging Intervention to Improve Self-Care in Patients With Heart Failure (Text4HF): Protocol for a Pilot Randomized Controlled Trial.JMIR research protocols · 2026Article
- A Mobile Health Platform for Heart Failure Self-Management: Feasibility Study on Patient Engagement, Acceptance, and Potential Health Outcomes.JMIR formative research · 2026Article
- Exploring self-care experiences, challenges and preferences among patients with heart failure in Jordan: a qualitative study.BMJ open · 2026Article
- Self-care management in patients with heart failure in Nakhon Si Thammarat Province, Thailand: a descriptive qualitative study.Scientific reports · 2026Article
- Involving End Users in Co-Designing Mobile Health Interventions for Hypertension Self-Management: Formative Study.JMIR formative research · 2026Article
- Differential Effects of Telehealth on Psychological Outcomes in Heart Failure: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.Therapeutics and clinical risk management · 2026Review
- A Simplified Machine Learning Model for Predicting Reduced Kidney Function in Thai Patients with Type 2 Diabetes: A Retrospective Study.Journal of clinical medicine · 2025Article
- Adherence to eHealth Interventions Among Patients With Heart Failure: Scoping Review.JMIR mHealth and uHealth · 2025Article
- Role of Mobile Health and Wearable Devices in Cardiovascular Disease Prevention: A Comprehensive Review.Cureus · 2025Review
- Comparative Systematic Review of Telehealth Delivery Models, Intervention Content, and Outcomes in Heart Failure Care.Patient preference and adherence · 2025Review
- Effectiveness of Telehealth Care on Self-care Behaviours in Heart Failure Patients: Systematic Review and Meta-Analysis.SAGE open nursingReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
backgroundHeart failure (HF) is one of the most common causes of hospital readmission in the United States. These hospitalizations are often driven by insufficient self-care. Commercial mobile health (mHealth) technologies, such as consumer-grade apps and wearable devices, offer opportunities for improving HF self-care, but their efficacy remains largely underexplored.
objectiveThe objective of this study was to examine the feasibility, acceptability, safety, and preliminary efficacy of a patient-centered mHealth intervention (iCardia4HF) that integrates 3 consumer mHealth apps and devices (Heart Failure Health Storylines, Fitbit, and Withings) with a program of individually tailored SMS text messages to improve HF self-care.
methodsWe conducted a phase 1 randomized controlled trial. Eligible patients had stage C HF, were aged ≥40 years, and had New York Heart Association (NYHA) class I, II, or III HF. Patients were randomly assigned to either iCardia4HF plus usual care or to usual care only and were observed for 8 weeks. Key feasibility measures were recruitment and retention rates. The primary efficacy outcome was change in HF self-care subscale scores (maintenance, symptom perception, and self-care management) at 8 weeks, assessed with the Self-Care Heart Failure Index (SCHFI; version 7.2). Key secondary outcomes were modifiable behaviors targeted by the intervention (health beliefs, self-efficacy, and HF knowledge), health status, and adherence to daily self-monitoring of 2 core vital signs (body weight and blood pressure).
resultsA total of 27 patients were enrolled in the study and randomly assigned to iCardia4HF (n=13, 48%) or usual care (n=14, 52%). Of these 27 patients, 11 (41%) in the intervention group (iCardia4HF) and 14 (52%) in the usual care group started their assigned care and were included in the full analysis. Patients' mean age was 56 (SD 8.3) years, 44% (11/25) were female, 92% (23/25) self-reported race as Black, 76% (19/25) had NYHA class II or III HF, and 60% (15/25) had HF with reduced left ventricular ejection fraction. Participant retention, completion of study visits, and adherence to using the mHealth apps and devices for daily self-monitoring were high (>80%). At 8 weeks, the mean group differences in changes in the SCHFI subscale scores favored the intervention over the control group: maintenance (Cohen d=0.19, 95% CI -0.65 to 1.02), symptom perception (Cohen d=0.33, 95% CI -0.51 to 1.17), and self-care management (Cohen d=0.25, 95% CI -0.55 to 1.04). The greatest improvements in terms of effect size were observed in self-efficacy (Cohen d=0.68) and health beliefs about medication adherence (Cohen d=0.63) and self-monitoring adherence (Cohen d=0.94). There were no adverse events due to the intervention.
conclusionsiCardia4HF was found to be feasible, acceptable, and safe. A larger trial with a longer follow-up duration is warranted to examine its efficacy among patients with HF.
trial registrationClinicalTrials.gov NCT03642275; https://clinicaltrials.gov/study/NCT03642275.
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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.