Evidence map›Paper›PMID 42520258›Full record

Trial reportJMIR mHealth and uHealth2026

The ManageHF Just-in-Time Adaptive Mobile App Interventions to Promote Self-Management and Improve Outcomes in Heart Failure: Randomized Controlled Trial.

Michael P Dorsch, Mohamed S Ali, Amy Krambrink, Giselle Kolenic, Sabah Ganai, Juan Arzac, Xutong Zhang, Kaitlyn M Greer, Amit J Shah, Jennifer A Cowger and 5 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 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

15 authors.

Michael P DorschCollege of Pharmacy, University of Michigan-Ann Arbor, 248 Church Street, Ann Arbor, 48109, United States, 1 734-647-1452.ORCID 0000-0003-2910-1879
Mohamed S AliCollege of Pharmacy, University of Michigan-Ann Arbor, 248 Church Street, Ann Arbor, 48109, United States, 1 734-647-1452.ORCID 0009-0003-5685-147X
Amy KrambrinkBiostatistics, School of Public Health, University of Michigan-Ann Arbor, Ann Arbor, MI, United States.ORCID 0009-0005-3181-1038
Giselle KolenicBiostatistics, School of Public Health, University of Michigan-Ann Arbor, Ann Arbor, MI, United States.ORCID 0000-0001-8705-9571
Sabah GanaiCollege of Pharmacy, University of Michigan-Ann Arbor, 248 Church Street, Ann Arbor, 48109, United States, 1 734-647-1452.ORCID 0000-0003-1338-8385
Juan ArzacCollege of Pharmacy, University of Michigan-Ann Arbor, 248 Church Street, Ann Arbor, 48109, United States, 1 734-647-1452.ORCID 0000-0001-9294-5869
Xutong ZhangCollege of Pharmacy, University of Michigan-Ann Arbor, 248 Church Street, Ann Arbor, 48109, United States, 1 734-647-1452.ORCID 0009-0000-7585-9918
Kaitlyn M GreerCollege of Pharmacy, University of Michigan-Ann Arbor, 248 Church Street, Ann Arbor, 48109, United States, 1 734-647-1452.ORCID 0009-0009-3921-7091
Amit J ShahDepartment of Epidemiology, Rollins School of Public Health, Emory Univeristy, Atlanta, GA, United States.ORCID 0000-0001-9099-9687
Jennifer A CowgerHenry Ford Health System, Detroit, MI, United States.ORCID 0000-0002-0791-6594
Gregory EwaldSchool of Medicine, Washington University, St Louis, MO, United States.ORCID 0000-0002-6213-5758
Jo Ellen RodgersEshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0001-6016-0469
Dave L DixonSchool of Pharmacy, Virginia Commonwealth University, Richmond, VA, United States.ORCID 0000-0001-7560-9521
Todd M KoellingFrankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, United States.ORCID 0000-0001-5988-2405
Scott L HummelFrankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, United States.ORCID 0000-0002-0924-3135

Funding

A multifaceted adaptive mobile application to promote self-management and improve outcomes in heart failureR01AG062582 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DORSCH, MICHAEL · 2020 to 2023
$2.1M
NIA NIH HHS R01 AG062582
6 · The paper itself

Abstract

Background: Heart failure (HF) is a major health care challenge in the United States, with approximately 900,000 older adults hospitalized annually. Gaps in self-management, including unrecognized worsening symptoms and failure to adhere to dietary sodium restriction, can reduce quality of life and precipitate hospital admissions. Existing mobile health approaches to HF self-management have produced mixed results, highlighting the need for innovative strategies to improve postdischarge outcomes in at-risk patients. Objective: The ManageHF trial aimed to evaluate the effectiveness of 2 just-in-time adaptive interventions delivered via a mobile app to enhance HF self-management. The interventions focused on symptom recognition and lower dietary sodium restriction, with the goal of reducing readmissions and improving health-related quality of life (HRQOL) over a 12-week period. Methods: The trial was a 2×2 factorial, double-blind, randomized controlled study conducted across several US institutions. Participants recently hospitalized for acute HF were randomized into 4 groups: both interventions, either intervention alone, or an active control. The primary outcome was a composite measure assessing time to all-cause death, time to first HF readmission, and HRQOL changes, using the Minnesota Living with HF Questionnaire. Results: Recruitment was hindered by the COVID-19 pandemic, leading to the early discontinuation of the trial. Of the 62 participants enrolled, 43 completed the study. Participants were diverse, with a mean age of 55 (SD 14.4) years, 32% (20/62) were female, and 55% (34/62) identified as Black or African American. Most had HF with reduced ejection fraction. However, due to the early termination and small sample size, the ability to detect statistically significant differences was limited. Conclusions: The ManageHF trial highlighted the potential of mobile health technology to support HF management, particularly in enhancing HRQOL. Future studies using more effective recruitment and retention strategies are crucial for establishing the efficacy of these interventions with greater certainty.

Indexed as

Heart FailureMobile ApplicationsSelf-ManagementAgedDouble-Blind MethodFemaleHumansMaleMiddle AgedQuality of Lifedietary sodiumheart failurejust-in-time adaptive interventionsmHealthmobile healthself-management

Identifiers

PMID42520258
PMCPMC13412010

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.