Evidence map›Paper›PMID 41086457›Full record

Trial reportJMIR mHealth and uHealth2025

Exploring Fit in a Mobile Health Intervention for Alcohol Use Disorder: Qualitative Study.

Nora Jacobson, Linda S Park, Alice Pulvermacher, Samantha Voelker, Mallory Herzog, Andrew Quanbeck

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 2025. 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

6 authors.

Nora JacobsonInstitute for Clinical and Translational Research, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States.ORCID 0000-0002-5118-8475
Linda S ParkDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, 610 N Whitney Way, STE 200, Madison, WI, 53705-2700, United States, 1 608-262-7385.ORCID 0000-0001-8008-343X
Alice PulvermacherDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, 610 N Whitney Way, STE 200, Madison, WI, 53705-2700, United States, 1 608-262-7385.ORCID 0009-0006-7412-7612
Samantha VoelkerDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, 610 N Whitney Way, STE 200, Madison, WI, 53705-2700, United States, 1 608-262-7385.ORCID 0009-0009-1415-3298
Mallory HerzogDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, 610 N Whitney Way, STE 200, Madison, WI, 53705-2700, United States, 1 608-262-7385.ORCID 0009-0000-0152-7873
Andrew QuanbeckDepartment of Family Medicine and Community Health, School of Medicine and Public Health, University of Wisconsin-Madison, 610 N Whitney Way, STE 200, Madison, WI, 53705-2700, United States, 1 608-262-7385.ORCID 0000-0003-0762-4804

Funding

Integrating mHealth for Alcohol Use Disorders into Clinical PracticeR01AA024150 · NIAAA · UNIVERSITY OF WISCONSIN-MADISON · PI QUANBECK, ANDREW · 2018 to 2022
$3.3M
NIAAA NIH HHS R01 AA024150
6 · The paper itself

Abstract

Background: Implementation frameworks such as the Exploration, Preparation, Implementation, Sustainment model emphasize the importance of the fit between an intervention and its context, which includes the needs of its target population, as well as the culture, resources, and capabilities of the implementing organization. Although lack of fit is a major barrier to implementation, fit has not often been a focus of implementation research. This paper uses fit as a lens to examine the implementation of Tula, a mobile health app aimed at reducing risky drinking days among individuals meeting the criteria for mild to moderate alcohol use disorder, in a 3-arm (app alone, app plus peer mentoring, and app plus health coaching) randomized controlled trial. Objective: We sought to better understand the trial results and to provide actionable guidance for future implementation of digital health interventions in health care organizations. Methods: Semistructured interviews with 18 trial participants and 7 Tula implementers were conducted. Trial participants were pulled equally from each arm of the trial and represented participants who demonstrated both high and low engagement with the app. Implementers consisted of a project manager, 4 peer mentors, and 2 health coaches. Interviews with participants focused on their motivations, opinions, and experiences of the intervention and their perception of their drinking behavior following the intervention, including how their use of the app worked to change that behavior. Interviews with implementers were centered on their roles, theories of change, perceptions of intervention, and areas for improvement. All interviews were analyzed using rapid qualitative analysis with deductive and inductive components. Results: We identified areas of both fit and misfit. For example, there was a good fit between implementers' theories of change and participants' description of how change occurred. Fit was improved by the versatility of the app, which allowed participants to customize their experiences. Conversely, misfit was noted in the app's inability to cultivate connection for many participants and a disjunction between the role of peer mentors in the intervention and their broader professional ethos. Conclusions: Focusing on fit provides a useful guide to enhance future iterations of the Tula app that lead to better sustainment of the intervention.

Indexed as

AlcoholismMobile ApplicationsAdultFemaleHumansInterviews as TopicMaleMiddle AgedQualitative ResearchTelemedicinealcohol use disorderdrinking behavioreffectivenessEPIS frameworkfitimplementation trialmHealthmHealth appmotivationsopinionsqualitative study

Identifiers

PMID41086457
PMCPMC12605291

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.