SynthesisBMC cardiovascular disorders2019
The effect of mobile applications for improving adherence in cardiac rehabilitation: a systematic review and meta-analysis.
Synthesis in BMC cardiovascular disorders, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 5 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
44 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Effects of Telerehabilitation With Exercise as the Core Component on Peak Oxygen Uptake and Blood Pressure in Patients With Cardiovascular Disease: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- Advancing translational research in digital cardiac rehabilitation: The preparation phase of the Multiphase Optimization Strategy.Translational behavioral medicine · 2025Pooled it
- Home-based versus centre-based cardiac rehabilitation.The Cochrane database of systematic reviews · 2023Pooled it
- Effectiveness of Digital Counseling Environments on Anxiety, Depression, and Adherence to Treatment Among Patients Who Are Chronically Ill: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Key Factors Associated with Adherence to Physical Exercise in Patients with Chronic Diseases and Older Adults: An Umbrella Review.International journal of environmental research and public health · 2021Pooled it
- Effects of an eHealth Cardiac Exercise Rehabilitation Platform for Patients After Percutaneous Coronary Intervention Based on the Persuasive Systems Design Model: Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- Digital Therapeutics-Based Cardio-Oncology Rehabilitation for Lung Cancer Survivors: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Evaluating a technologically enhanced rehabilitation programme for wound healing in patients with coronary heart disease.International wound journal · 2024Trial
- Barriers and facilitators to participation in exercise prehabilitation before cancer surgery for older adults with frailty: a qualitative study.BMC geriatrics · 2023Trial
- Smartphone-Assisted High-Intensity Interval Training in Inflammatory Rheumatic Disease Patients: Randomized Controlled Trial.JMIR mHealth and uHealth · 2021Trial
- Outcomes of a smartphone-based application with live health-coaching post-percutaneous coronary intervention.EBioMedicine · 2021Trial
- Elderly Medication Adherence Intervention Using the My Interventional Drug-Eluting Stent Educational App: Multisite Randomized Feasibility Trial.JMIR mHealth and uHealth · 2020Trial
- Practical guidelines for exercise prescription in different clinical populations.Frontiers in sports and active living · 2026Review
- PICO-based assessment and categorization of evidence for digital health interventions: an inductive framework development.Frontiers in digital health · 2026Review
- Cardiac Rehabilitation: A Literature Review of Benefits, Challenges, and Emerging Approaches.Cureus · 2025Review
- Benefits of Cardiac Rehabilitation: Mechanisms to Restore Function and Clinical Impact.Circulation research · 2025Review
- Home-Based Virtual Reality Exercise and Resistance Training for Enhanced Cardiorespiratory Fitness in Community-Dwelling Older People with Sarcopenia: A Randomized, Double-Blind Controlled Trial.Life (Basel, Switzerland) · 2025Article
- Alternative Models of Cardiac Rehabilitation to Promote Secondary Prevention in Patients With Coronary Heart Disease After Percutaneous Coronary Intervention: A Scoping Review.The Journal of cardiovascular nursing · 2025Article
- Community-Dwelling Filipino Older Adults' Experiences with Virtual Coach for Health-Enhancing Physical Activity (HEPA): A Phenomenology.Nursing reports (Pavia, Italy) · 2025Article
- Observational
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
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite of the established effectiveness, the acceptance and adherence of cardiac rehabilitation (CR) remains sub-optimal. Mobile technologies are increasingly used in promoting CR without any firm evidence of their safety and efficacy. This systematic review and meta-analysis were aimed to assess the effect of mobile applications as an intervention for improving adherence to CR.
methodsRelevant studies were searched in PubMed, the Cochrane Library, Embase and Web of Science from inception to 29th December 2018. Eligible studies were the ones which used mobile applications as a stand-alone intervention or as the primary component for the intervention directed at improving CR adherence, without any limitations on outpatient or home-based CR.
resultsEight studies were eligible for the systematic review including four randomized controlled trials (RCTs) as well as four before-after studies of which only one had control group. Four RCTs and 185 patients in experimental group were included in meta-analysis, which had evaluated the effect of mobile health applications on CR completion and had reported that the adherence of patients using mobile applications was 1.4 times higher than the control group (RR = 1.38; CI 1.16 to 1.65; P = 0.0003). Moreover, we also found mixed results in exercise capacity, mental health and quality of life.
conclusionThe use of mobile applications for improving the adherence of the CR might be effective. However, it appears to be in the initial stage of implementing mobile applications in CR and more research is essential to validate their effectiveness.
Indexed as
Identifiers
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.