Related Experiment Video
Updated: Jan 18, 2026

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
Remote patient monitoring in heart failure: A comprehensive meta-analysis of effective programme components for
Ignace L J De Lathauwer1,2, Wessel W Nieuwenhuys2,3,4, Frederique Hafkamp4
1Department of Cardiology, Máxima Medical Centre, Veldhoven, The Netherlands.
Aims:
Methods of non-invasive remote patient monitoring (RPM) for heart failure (HF) remain diverse. Understanding factors that influence the effectiveness of RPM on HF-related and all-cause hospitalizations, mortality, and emergency department visits is crucial for developing successful RPM interventions. This meta-analysis aims to synthesize and compare existing literature on RPM components that impact HF-related and all-cause hospitalizations, mortality and emergency department visits in HF patients.
Methods And Results:
A systematic search of electronic databases (PubMed, EMBASE, CENTRAL) identified randomized controlled trials from January 2012 to June 2023, comparing non-invasive RPM interventions for HF with usual care. A random-effects meta-analysis assessed outcomes, and additional analyses identified effective RPM components. A total of 41 studies with 16 312 patients (mean follow-up: 9.88 ± 6.37 months) were included. RPM was associated with lower mortality risk (pooled odds ratio [OR] 0.81 95% confidence interval [CI] 0.69-0.95; I2 = 0.39) and reduced first HF hospitalization risk (pooled OR 0.78, 95% CI: 0.70-0.87; I2 = 0.21) compared to usual care. RPM interventions with a self-management module (p < 0.001) and education module (p = 0.028) significantly lowered HF-related hospitalizations. Video calls during RPM interventions further reduced HF-related (p = 0.047) and all-cause hospitalizations (p < 0.001).
Conclusion:
This meta-analysis confirms the efficacy of RPM in reducing HF-related hospitalizations and mortality. Effective components include self-management, education modules, and video communication. However, heterogeneity among interventions challenges the overall evaluation. Modernizing RPM with advanced technologies like non-invasive sensors, artificial intelligence, and cardiac telerehabilitation could enhance its potential.
More Related Videos
Related Concept Videos
Heart Failure V: Medical Management
Pulse rhythm
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
Heart Failure VI: Adjunct Therapies
Heart Failure VII: Nursing Interventions
Mitral Regurgitation IV: Nursing Management
Holter Monitor: 24-Hour Monitoring

