Evidence map›Paper›PMID 40609876›Full record

Trial reportInternational journal of cardiology2025

The mobile health intervention for rural patients with atrial fibrillation a randomized controlled trial.

Jared W Magnani, Keri Plevniak, Danielle Ferry, Deborah Martin, Maria M Brooks, Everlyne Kimani, Stefán Ólafsson, Bruce L Rollman, Michael K Paasche-Orlow, Samar R El Khoudary and 1 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in International journal of cardiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. 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

11 authors.

Jared W MagnaniDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Center for Research on Health Care, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA. Electronic address: magnanij@pitt.edu.
Keri PlevniakDepartment of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA.
Danielle FerryDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Deborah MartinDepartment of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA.
Maria M BrooksDepartment of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA.
Everlyne KimaniKhoury College of Computer Sciences, Northeastern University, Boston, MA, USA.
Stefán ÓlafssonKhoury College of Computer Sciences, Northeastern University, Boston, MA, USA; Department of Computer Science, Reykjavik University, Iceland.
Bruce L RollmanDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Center for Research on Health Care, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Michael K Paasche-OrlowDepartment of Medicine, Tufts University School of Medicine and Tufts Medical Center, Boston, MA, USA.
Samar R El KhoudaryDepartment of Epidemiology, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA.
Timothy BickmoreKhoury College of Computer Sciences, Northeastern University, Boston, MA, USA.

Funding

Clinical and Translational Science Collaborative of Northern Ohio, Catalyzing Linkages to Equity in Health (CLE Health)UM1TR004528 · NCATS · CASE WESTERN RESERVE UNIVERSITY · PI GRACE A MCCOMSEY · 2023 to 2026
$32.1M
Diversity Supplement for geocoding in the parent grant "A Mobile Relational Agent to Enhance Atrial Fibrillation self-care"R33HL144669 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MAGNANI, JARED W. · 2020 to 2023
$3.8M
Mobile Health intervention for rural atrial fibrillationR01HL143010 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MAGNANI, JARED W. · 2019 to 2022
$3.0M
Patient-oriented research mentoring in access and adherence to anticoagulation for atrial fibrillationK24HL160527 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Jared W. Magnani · 2022 to 2026
$602k
NCATS NIH HHS UM1 TR004528NHLBI NIH HHS K24 HL160527NHLBI NIH HHS R01 HL143010NHLBI NIH HHS R33 HL144669
6 · The paper itself

Abstract

backgroundRural individuals with atrial fibrillation (AF) experience challenges to anticoagulation adherence and self-management of the condition. We tested an intervention to improve anticoagulation adherence, quality of life, and health care utilization in rural individuals with AF.

methodsWe randomized rural patients with AF receiving anticoagulation to receive a smartphone-based relational agent (for disease education and adherence guidance) and a heart rate and rhythm monitor for 4 months or a smartphone-based health education app. Adherence was determined with 12-month proportion of days covered (PDC), and secondary outcomes of quality of life and health care utilization from interviews and health records.

resultsThe trial randomized 270 individuals 1:1 (median [IQR] age 73.1 [67.5-78.6]; 163 [60.4 %] female sex). Over the 4-month intervention, intervention participants used the relational agent a median of 101 (IQR: 72, 110) days. In an intention-to-treat analysis there was no significant difference in 12-month PDC between the intervention and control groups (median [IQR]: intervention 0.97 [0.89-1.00] versus control 0.97 [0.92-1.00]) or in PDC ≥0.80. Intervention participants were more likely to self-report anticoagulation adherence than control at 4 and 8 months (95.7 % vs 88.4 % and 93.0 % vs 78.8 %, respectively) but not at 12 months. There were no significant differences by assigned intervention for the other secondary outcomes.

conclusionsRandomization to the relational agent intervention was not associated with improved PDC at 12-months but with greater interim self-reported adherence compared to a control. This study demonstrates the successful use of a smartphone-based agent to address adherence among rural individuals with AF.

Indexed as

AnticoagulantsAtrial FibrillationMedication AdherenceRural PopulationTelemedicineAgedFemaleHumansMaleQuality of LifeSmartphoneAnticoagulantsAtrial fibrillationDigital healthHealth literacyRuralitySelf-management

Identifiers

PMID40609876
PMCPMC12974337

What OpenQuestion holds

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LicenceCC BY-NC-ND
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 OpenQuestion graph.