Evidence map›Paper›PMID 33620324›Full record

ArticleJMIR formative research2021

A Mobile Health App to Support Patients Receiving Medication-Assisted Treatment for Opioid Use Disorder: Development and Feasibility Study.

Marika Elise Waselewski, Tabor Elisabeth Flickinger, Chelsea Canan, William Harrington, Taylor Franklin, Kori Nicole Otero, Jacqueline Huynh, Ava Lena Davila Waldman, Michelle Hilgart, Karen Ingersoll and 2 more

Open access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 1 pooled it
3.4field-weighted citation impact, top 7% of its field
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

26 citing papers in PubMed, 1 synthesis or guideline pooled it, 36 citations in OpenAlex.

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  16. Leveraging Trauma Informed Care for Digital Health Intervention Development in Opioid Use Disorder.Journal of medical toxicology : official journal of the American College of Medical Toxicology · 2025
    Review
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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 at 2 institutions in 1 country.

Marika Elise WaselewskiDepartment of Family Medicine, University of Michigan Medical School, Ann Arbor, MI, United States.ORCID https://orcid.org/0000-0003-4332-1974
Tabor Elisabeth FlickingerDepartment of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0001-8820-2536
Chelsea CananDepartment of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0002-0113-1809
William HarringtonDepartment of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0001-5942-7285
Taylor FranklinUniversity of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0001-8987-6938
Kori Nicole OteroDepartment of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0003-4774-785X
Jacqueline HuynhDepartment of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0002-2451-4773
Ava Lena Davila WaldmanDepartment of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0002-7784-3159
Michelle HilgartDepartment of Psychiatry and Neurobehavioral Sciences, Center for Behavioral Health and Technology, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0001-9069-8788
Karen IngersollDepartment Psychiatry and Neurobehavioral Sciences, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0001-8115-2548
Nassima Ait-Daoud TiouririneDepartment Psychiatry and Neurobehavioral Sciences, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0002-0604-8377
Rebecca Anne DillinghamDepartment of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States.ORCID https://orcid.org/0000-0001-9748-1215
University of Virginia · USUniversity of Michigan · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOpioid use disorder (OUD) is a public health crisis with more than 2 million people living with OUD in the United States. Medication-assisted treatment (MAT) is an evidence-based approach for the treatment of OUD that relies on a combination of behavioral therapy and medication. Less than half of those living with OUD are accessing this treatment. Mobile technology can enhance the treatment of chronic diseases in readily accessible and cost-effective ways through self-monitoring and support.

objectiveThe aim of this study is to describe the adaptation of a mobile platform for patients undergoing treatment for OUD and preliminary pilot testing results.

methodsOur study was conducted with patient and provider participants at the University of Virginia MAT clinic and was approved by the institutional review board. The formative phase included semistructured interviews to understand the needs of patients with OUD, providers' perspectives, and opportunities for MAT support via a mobile app. A second round of formative interviews used mock-ups of app features to collect feedback on feature function and desirability. Formative participants' input from 16 interviews then informed the development of a functional smartphone app. Patient participants (n=25) and provider participants (n=3) were enrolled in a 6-month pilot study of the completed platform. Patient app use and usability interviews, including a system usability score and open-ended questions, were completed 1 month into the pilot study. Open-ended responses were analyzed for prevalent themes.

resultsFormative interviews resulted in the development of a mobile app, named HOPE, which includes both evidence-based and participant-suggested features. The features included daily prompts for monitoring mood, stress, treatment adherence, and substance use; patient tracking of goals, reminders, and triggering or encouraging experiences; informational resources; an anonymous community board to share support with other patients; and secure messaging for communication between patients and providers. All patient participants engaged with at least one app feature during their first month of pilot study participation, and the daily self-monitoring prompts were the most used. Patients and providers reported high levels of system usability (mean 86.9, SD 10.2 and mean 83.3, SD 12.8, respectively). Qualitative analysis of open-ended usability questions highlighted the value of self-monitoring, access to support through the app, and perceived improvement in connection to care and communication for both patient and provider participants.

conclusionsThe use of the HOPE program by pilot participants, high usability scoring, and positive perceptions from 1-month interviews indicate successful program development. By engaging with end users and eliciting feedback throughout the development process, we were able to create an app and a web portal that was highly usable and acceptable to study participants. Further work is needed to understand the program's effect on clinical outcomes, patient linkage, and engagement in care.

Indexed as

mHealthmobile phoneopioidsopioid use disorderpublic healthretention in careself-management

Identifiers

PMID33620324
PMCPMC7943342
OpenAlexW3124925680

What OpenQuestion 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 OpenQuestion graph.