Evidence map›Paper›PMID 41915447›Full record

ArticleJMIR formative research2026

Development of the Healthy Women Intervention to Increase Women's Engagement in Medication Treatment for Opioid Use Disorder: Mixed Methods, User-Centered Design Approach.

Dawn E Sugarman, Emily A Levine, Callie L Wang, Francesca M Korte, Nicole A Barbaro, Roger D Weiss, Lisa A Marsch, Aimee Nc Campbell, Shelly F Greenfield

Abstract read
In one paragraph

Article in JMIR formative research, 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. Review
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

9 authors.

Dawn E SugarmanDivision of Alcohol, Drugs, and Addiction, McLean Hospital, 115 Mill St, Belmont, MA, 02478, United States, 1 6178553650.ORCID 0000-0002-8390-4755
Emily A LevineDepartment of Psychological Sciences, University of Vermont, Burlington, VT, United States.ORCID 0000-0001-6928-0336
Callie L WangDepartment of Psychology, University of Central Florida, Orlando, FL, United States.ORCID 0000-0002-4144-1617
Francesca M KorteDepartment of Public Health and Health Sciences, Northeastern University, Boston, MA, United States.ORCID 0000-0002-8420-2966
Nicole A BarbaroDivision of Alcohol, Drugs, and Addiction, McLean Hospital, 115 Mill St, Belmont, MA, 02478, United States, 1 6178553650.ORCID 0009-0009-7892-8662
Roger D WeissDivision of Alcohol, Drugs, and Addiction, McLean Hospital, 115 Mill St, Belmont, MA, 02478, United States, 1 6178553650.ORCID 0000-0001-7503-828X
Lisa A MarschGeisel School of Medicine, Dartmouth College, Hanover, NH, United States.ORCID 0000-0001-6429-0965
Aimee Nc CampbellDepartment of Psychiatry, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York, NY, United States.ORCID 0000-0003-4247-9980
Shelly F GreenfieldDivision of Alcohol, Drugs, and Addiction, McLean Hospital, 115 Mill St, Belmont, MA, 02478, United States, 1 6178553650.ORCID 0000-0002-9387-1416

Funding

Treatment Development & Evaluation CoreP30DA029926 · NIDA · DARTMOUTH COLLEGE · PI Lisa A. Marsch · 2011 to 2026
$21.5M
Increasing Women's Engagement in Medication Treatment for Opioid Use Disorder through Digital InterventionK23DA050780 · NIDA · MCLEAN HOSPITAL · PI SUGARMAN, DAWN E · 2020 to 2024
$938k
NIDA NIH HHS K23 DA050780NIDA NIH HHS P30 DA029926
6 · The paper itself

Abstract

Background: Rates of opioid use disorder (OUD) have increased among women over the past 2 decades. Medication treatment for opioid use disorder (MOUD) is effective but underused. Gender-specific treatments for women have been associated with improved substance use outcomes. However, these treatments have not specifically targeted women's engagement in MOUD, and the impact of existing gender-specific treatments is restricted by in-person delivery. Objective: The aim of this study was to develop a digital intervention to feasibly deliver gender-specific care that addresses the individualized needs of women with OUD to increase engagement in MOUD. Methods: A mixed methods, user-centered design approach was used to inform the development of a digital intervention. In phase 1, qualitative interviews were conducted with women with lived experience of OUD (n=20) and providers who treat women with OUD (n=8). Interviews were recorded, transcribed, and coded for themes. In addition, a larger sample of treatment providers (n=55) completed an online survey to further inform the content of the digital intervention. Phase 2 consisted of designing, beta-testing (n=5), and refining the intervention. Results: The age of women with lived experience ranged from 21 to 59 (mean 38.5, SD 9.4) years; 63% (5/8) of providers interviewed were female participants. The qualitative interview data from women with lived experience and providers were grouped into 6 thematic categories: 3 treatment-related (1) barriers to treatment, (2) facilitators to successful recovery, and (3) important issues to address in treatment, and 3 technology-related (4) positives of using technology as part of treatment, (5) suggested technology features, and (6) barriers to using technology. Across the treatment-related categories, several themes touched on women-specific factors including family responsibilities, abusive partners, stigma, and motivation for treatment (eg, pregnancy). The technology-related categories provided information for designing the features of the intervention, as well as revealing barriers to technology use, which could be helpful in developing implementation strategies. Provider survey participants were primarily female participants (40/55, 73%), with a mean age of 42.5 (SD 12.5) years. Survey data provided additional information on barriers to treatment and suggested technology features. Based on these data and preliminary work, the Healthy Women intervention was created. Minor edits to content and visual design were made in the beta-testing phase. The final version includes a web-based component with 6 topic modules and a mobile component. Topics in the web-based component are presented through infographics, text, videos, and interactive questions. The mobile component includes daily motivational messages, skills practice activities (2/wk), weekly check-ins, and resources (always available). Conclusions: Important themes and suggested features from women with lived experience and providers were incorporated into a digital intervention for women with OUD. Data on feasibility, satisfaction, and engagement with the Healthy Women intervention are currently being collected in phase 3, a pilot randomized controlled trial.

Indexed as

Opiate Substitution TreatmentOpioid-Related DisordersAdherence InterventionsAdultFemaleHumansMiddle AgedQualitative ResearchSurveys and QuestionnairesUser-Centered Designdigital technologyinternet interventionmobile appsopioid use disorderuser-centered designweb-based interventionwomen

Identifiers

PMID41915447
PMCPMC13037578

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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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.