Evidence map›Paper›PMID 42787348›Full record

ReviewAmerican journal of cardiovascular disease2026

Effect of clinical telemonitoring on treatment adherence in patients with heart failure: protocol for a systematic review of clinical trials.

Rosana Evaristo Clemente, Omar Pereira de Almeida Neto, Yanne da Silva Camargo, Elmiro Santos Resende, João Gabriel do Nascimento Vallaperde, Ercole Vellone

Abstract readReview
In one paragraph

Review in American journal of cardiovascular disease, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Rosana Evaristo ClementeFederal University of Uberlândia Minas Gerais, Uberlândia, MG, Brazil.
Omar Pereira de Almeida NetoFederal University of Uberlândia Minas Gerais, Uberlândia, MG, Brazil.
Yanne da Silva CamargoUniversity of São Paulo São Paulo, SP, Brazil.
Elmiro Santos ResendeFederal University of Uberlândia Minas Gerais, Uberlândia, MG, Brazil.
João Gabriel do Nascimento VallaperdeFederal University of Rio de Janeiro Rio de Janeiro, Brazil.
Ercole VelloneDepartment of Biomedicine and Prevention, University of Rome "Tor Vergata" Rome, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo evaluate the effectiveness of telemonitoring on clinical outcomes in adult patients with heart failure, with an emphasis on treatment adherence, mortality, and hospital readmission, through a systematic review and meta-analysis of randomized clinical trials.

methodsThis is a systematic review protocol developed in accordance with the recommendations of the Cochrane Handbook for Systematic Reviews of Interventions and reported following the PRISMA-P guidelines. The protocol was registered on the PROSPERO platform (CRD420251181047). Randomized clinical trials evaluating telemonitoring interventions in adults with heart failure and reduced (HFrEF) or preserved (HFpEF) left ventricular ejection fraction will be included. Searches will be conducted in the MEDLINE (PubMed), Cochrane CENTRAL, Embase, Scopus, Web of Science, LILACS, CINAHL, and PsycINFO databases, without language or publication date restrictions. Two independent reviewers will perform study selection, data extraction, and risk of bias assessment using the RoB 2.0 tool. The certainty of evidence will be assessed using the GRADE approach. When appropriate, data will be synthesized through meta-analysis using a random-effects model.

resultsThis systematic review is expected to compile and synthesize the best available evidence regarding the effectiveness of telemonitoring in patients with heart failure, identifying its impact on treatment adherence, mortality, and hospital readmission. It is also expected to identify which telemonitoring modalities and intervention components are associated with better clinical outcomes, as well as to highlight existing gaps in the scientific literature.

conclusionsThe findings of this review may provide robust evidence to support evidence-based clinical practice, inform decision-making in digital health, and guide the development and implementation of technologies aimed at cardiovascular care. Furthermore, this study is expected to contribute to the optimization of heart failure management and to the strengthening of more efficient and patient-centered models of care.

Indexed as

Heart failuremortalitypatient readmissionremote patient monitoringtreatment adherence

Identifiers

PMID42787348
PMCPMC13601782

What Socratic holds

Textmetadata
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.