Evidence map›Paper›PMID 41730174›Full record

Trial reportJMIR cardio2026

Impact of the Cardio-Meds Mobile App on Heart Failure Knowledge and Medication Adherence: Pilot Randomized Controlled Trial.

Victor Buswell, Emmanuelle Massie, Elena Tessitore, Lisa Simioni, Guillaume Guebey, Hamdi Hagberg, Aurélie Schneider-Paccot, Samaksha Pant, Katherine Blondon, Liliane Gschwind and 2 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR cardio, 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

12 authors.

Victor BuswellFaculty of Medicine, University of Geneva, Geneva, Switzerland.ORCID 0009-0009-0449-0119
Emmanuelle MassieHeart Failure and Cardiovascular Rehabilitation Unit, Cardiology Service, Geneva University Hospitals, Rue Gabrielle Perret-Gentil 4, Geneva, 1205, Switzerland, (+41) 22 372 13 13, (+41) 22 372 37 45.ORCID 0000-0002-2205-0768
Elena TessitoreHeart Failure and Cardiovascular Rehabilitation Unit, Cardiology Service, Geneva University Hospitals, Rue Gabrielle Perret-Gentil 4, Geneva, 1205, Switzerland, (+41) 22 372 13 13, (+41) 22 372 37 45.ORCID 0000-0003-1680-0152
Lisa SimioniFaculty of Medicine, University of Geneva, Geneva, Switzerland.ORCID 0009-0000-7411-827X
Guillaume GuebeyFaculty of Medicine, University of Geneva, Geneva, Switzerland.ORCID 0009-0009-5347-4027
Hamdi HagbergComputer Science Department, University Hospital of Geneva, Geneva, Switzerland.ORCID 0009-0005-6117-4922
Aurélie Schneider-PaccotHeart Failure and Cardiovascular Rehabilitation Unit, Cardiology Service, Geneva University Hospitals, Rue Gabrielle Perret-Gentil 4, Geneva, 1205, Switzerland, (+41) 22 372 13 13, (+41) 22 372 37 45.ORCID 0009-0003-5872-882X
Samaksha PantCardiology Division, Hôpital de la Tour, Meyrin, Switzerland.ORCID 0009-0004-5208-1129
Katherine BlondonMedical Directorate, University Hospital of Geneva, Geneva, Switzerland.ORCID 0000-0002-9407-8516
Liliane GschwindPharmacy Department, University Hospital of Geneva, Geneva, Switzerland.ORCID 0009-0001-6896-3327
Frederic EhrlerComputer Science Department, University Hospital of Geneva, Geneva, Switzerland.ORCID 0000-0001-9734-3242
Philippe MeyerHeart Failure and Cardiovascular Rehabilitation Unit, Cardiology Service, Geneva University Hospitals, Rue Gabrielle Perret-Gentil 4, Geneva, 1205, Switzerland, (+41) 22 372 13 13, (+41) 22 372 37 45.ORCID 0000-0002-2430-8953

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Heart failure (HF) is a prevalent chronic condition for which optimal management depends not only on guideline-directed medical therapy but also on patients' understanding of their disease, recognition of warning signs, and sustained medication adherence, which remains challenging in routine care. Mobile health interventions may support therapeutic education and self-management; however, many available apps lack validated content and local relevance. Cardio-Meds is a mobile app developed at Geneva University Hospitals to support HF self-management through structured educational content, interactive quizzes, medication lists with reminders, and tools for monitoring weight and vital signs. Objective: This study aims to evaluate the impact of a 30-day Cardio-Meds intervention on HF knowledge and medication adherence in patients with HF with reduced or mildly reduced ejection fraction. Methods: We conducted a single-center, pilot randomized controlled trial in patients followed at the outpatient HF clinic or enrolled in cardiac rehabilitation at Geneva University Hospitals in 2024. Eligible participants had HF with a left ventricular ejection fraction less than 50%, were receiving HF-specific pharmacotherapy, speak French, and owned a smartphone. Participants were recruited by phone and randomized to Cardio-Meds use for 30 days, a self-guided intervention with a single standardized technical support call. Outcomes were self-assessed using standardized questionnaires: HF knowledge and self-management using the Dutch Heart Failure Knowledge Scale (DHFKS; score range 0-15); medication adherence using the Basel Assessment of Adherence to Immunosuppressive Medication Scale, covering initiation, implementation, and persistence; and usability in the intervention group using the System Usability Scale (score range 0-100). Between-group differences in DHFKS scores were analyzed using analysis of covariance adjusted for baseline values. Results: A total of 49 participants were included (25 intervention, 24 control); 78% (n=38) were male, and the mean age was 62 (SD 11.4) years. In the intervention group, median app usage was 123 (IQR 74-273) minutes, with a median of 43 (IQR 19-85) logins. Mean baseline DHFKS scores were similar between groups (intervention 11.1, SD 2.4 vs control 10.5, SD 2.9). At 30 days, mean scores increased significantly in the intervention group (12.4, SD 2.4; mean change +1.3; P<.001) and remained stable in the control group (10.4, SD 3; mean change -0.1; P=.82), with a significant adjusted between-group difference of +1.3 points (P<.001). No significant between-group differences were observed for medication adherence. Usability was high, with a mean score of 84.3 (SD 15), and 64% (16/25) of intervention participants reported that they would continue using the app. Conclusions: In a stable ambulatory HF population, the Cardio-Meds intervention demonstrated short-term improvement in HF knowledge, while no effect was observed on medication adherence within the 30-day follow-up period. The app showed high usability and acceptability. Larger multicenter studies with longer follow-up are needed to assess clinical impact.

Indexed as

Adherence InterventionsHealth Knowledge, Attitudes, PracticeHeart FailureMedication AdherenceMobile ApplicationsPatient Education as TopicAgedFemaleHumansMaleMiddle AgedPilot ProjectsTelemedicinedigital health interventionheart failuremedication adherencemHealthmobile healthpatient educationrandomized controlled trial

Identifiers

PMID41730174
PMCPMC12928692

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.