Evidence map›Paper›PMID 41737073›Full record

ReviewCureus2026

Telemonitoring in Heart Failure: A Review of Monitoring Techniques and Clinical Outcomes.

Sara Szukalska, Marta Karczewska, Kamil Wróblewski, Karolina Lichwala, Lukasz Siwek, Angelika Samborska, Barbara Balajewicz, Paulina Wróblewska

Abstract readReview
In one paragraph

Review in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Sara SzukalskaGeneral Medicine, Medical University of Silesia, Katowice, POL.
Marta KarczewskaGeneral Practice, Dr. Tytus Chałubiński Specialist Hospital in Radom, Radom, POL.
Kamil WróblewskiGeneral Practice, Karol Marcinkowski Medical University in Poznań, Poznan, POL.
Karolina LichwalaGeneral Medicine, Medical University of Silesia, Katowice, POL.
Lukasz SiwekMedicine, Szpital Miejski w Zabrzu, Zabrze, POL.
Angelika SamborskaGeneral Medicine, Medical University of Silesia, Katowice, POL.
Barbara BalajewiczGeneral Medicine, Medical University of Silesia, Katowice, POL.
Paulina WróblewskaGeneral Practice, Karol Marcinkowski Medical University in Poznań, Poznan, POL.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heart failure (HF) remains a significant cause of global morbidity and mortality, as well as a major contributor to healthcare expenditure, primarily due to frequent disease exacerbations and high rates of hospital readmissions. The increasing burden of chronic HF, alongside the limitations of traditional outpatient follow-up, has intensified interest in telemonitoring as a means of supporting the early detection of clinical deterioration and optimising long-term management. This narrative review evaluates the current evidence on telemonitoring for HF, focusing particularly on available technologies, clinical effectiveness, implementation barriers and priorities for future research. Open-access literature indexed in PubMed was reviewed, including randomised controlled trials, systematic reviews and meta-analyses involving adult patients with HF. Both invasive and non-invasive monitoring approaches, as well as mobile-based solutions and integrated, multidisciplinary care models, were considered. Overall, most studies suggest that telemonitoring interventions are linked to fewer HF-related hospitalisations, particularly when combined with structured clinical feedback and prompt therapeutic adjustments. However, evidence for an effect on all-cause mortality remains inconsistent. More favourable outcomes are observed in programmes that include an active clinical response, rather than passive data collection alone. Substantial variability in study design, patient populations, monitoring intensity and outcome measures contributes to the inconsistency in reported effectiveness. Although emerging technologies such as mobile health applications and implantable monitoring devices show promise, their implementation in the real world is often hindered by issues relating to patient adherence, costs, digital literacy and the absence of standardised protocols. Telemonitoring is a valuable addition to HF management, particularly for reducing hospital admissions and enabling early intervention. Its long-term effectiveness hinges on selecting the right patients, choosing the right monitoring method, and integrating it into multidisciplinary care pathways. Future research should prioritise protocol standardisation, cost-effectiveness evaluation, and the inclusion of underrepresented patient groups, in order to better define the role of telemonitoring in routine HF care.

Indexed as

clinical cardiologydigital healthcareheart failureremote monitoringtelemedicinetelemonitoring

Identifiers

PMID41737073
PMCPMC12926674

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.