Telemonitoring modalities in heart failure: comparative effectiveness across the heart failure population—a meta-analysis - Summary - MDSpire

Telemonitoring modalities in heart failure: comparative effectiveness across the heart failure population—a meta-analysis

  • By

  • Niels T. B. Scholte

  • Pascal R. D. Clephas

  • Eric Boersma

  • Muhammed T. Gürgöze

  • Eelko Ronner

  • Lida Feyz

  • Rudolf A. de Boer

  • Robert M. A. van der Boon

  • Jasper J. Brugts

  • February 10, 2026

  • 0 min

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Objective:

To evaluate the effectiveness of various remote monitoring (RM) modalities in managing heart failure (HF) and identify which patient characteristics influence outcomes.

Key Findings:
  • RM reduced total HF hospitalisations (IRR 0.81, 95% CI 0.72–0.91).
  • RM reduced first HF hospitalisations (RR 0.82, 95% CI 0.76–0.88).
  • RM reduced all-cause mortality (RR 0.90, 95% CI 0.84–0.95).
  • Invasive hemodynamic monitoring was most effective for total HF hospitalisations.
  • Structured telephone support was most effective for first HF hospitalisation and all-cause mortality.
Interpretation:

RM consistently improves HF outcomes across diverse patient and study characteristics, indicating its broad applicability.

Limitations:
  • Current evidence does not allow for targeted RM implementation for specific patients, limiting practical application.
  • Lack of significant interaction effects in subgroup analyses may limit understanding of which patients benefit most, suggesting a need for further research.
Conclusion:

RM is effective in improving HF outcomes, but further research is needed to identify specific patient populations that would benefit most from targeted RM approaches, emphasizing the importance of this identification.

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