Evidence map›Paper›PMID 40146964›Full record

ArticleJMIR human factors2025

Evaluating the Usability, Acceptability, User Experience, and Design of an Interactive Responsive Platform to Improve Perinatal Nurses' Stigmatizing Attitudes Toward Substance Use in Pregnancy: Mixed Methods Study.

Michael Rubyan, Yana Gouseinov, Mikayla Morgan, Deborah Rubyan, Divya Jahagirdar, David Choberka, Carol J Boyd, Clayton Shuman

Abstract read
In one paragraph

Article in JMIR human factors, 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

8 authors.

Michael Rubyan *Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, United States.ORCID 0000-0002-5549-4488
Yana Gouseinov *Department of Systems, Populations, and Leadership, School of Nursing, University of Michigan, Ann Arbor, MI, United States.ORCID 0009-0006-5600-4838
Mikayla Morgan *Department of Systems, Populations, and Leadership, School of Nursing, University of Michigan, Ann Arbor, MI, United States.ORCID 0000-0002-7115-2293
Deborah Rubyan *Honey Locust Health, West Bloomfield, MI, United States.ORCID 0009-0006-9688-0744
Divya Jahagirdar *Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, United States.ORCID 0000-0003-4820-5390
David Choberka *Museum of Art, University of Michigan, Ann Arbor, MI, United States.ORCID 0000-0003-3510-7169
Carol J Boyd *Center for the Study of Drugs, Alcohol, Smoking and Health, University of Michigan, Ann Arbor, MI, United States.ORCID 0000-0003-2651-6614
Clayton Shuman *Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, United States.ORCID 0000-0002-6072-9739

Funding

Mom is medicine: Implementing maternal-delivered nonpharmacologic care for neonatal opioid withdrawalK08HD105986 · NICHD · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Clayton John Shuman · 2022 to 2026
$818k
Feasibility of an Art-based Intervention to Address Clinician Stigma and Improve Care for Neonatal Opioid Withdrawal SyndromeR21DA055067 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI SHUMAN, CLAYTON JOHN · 2022 to 2023
$429k
NICHD NIH HHS K08 HD105986NIDA NIH HHS R21 DA055067
6 · The paper itself

Abstract

backgroundPerinatal nurses are increasingly encountering patients who have engaged in perinatal substance use (PSU). Despite growing evidence demonstrating the need to reduce nurses' stigmatizing attitudes toward PSU, limited interventions are available to target these attitudes and support behavior change, especially those reflecting the overwhelming evidence that education alone is insufficient to change practice behavior. Arts-based interventions are associated with increasing nursing empathy, changing patient attitudes, improving reflective practice, and decreasing stigma. We adapted ArtSpective for PSU-a previously evaluated, in-person, arts-based intervention to reduce stigma toward PSU among perinatal nurses-into an interactive, digital, and responsive platform that facilitates intervention delivery asynchronously.

objectiveThis study aimed to evaluate the usability, acceptability, and feasibility of the interactive, responsive platform version of ArtSpective for PSU. Our goal was to elicit the strengths and weaknesses of the responsive platform by evaluating the user experience to identify strategies to overcome them.

methodsThis study used a mixed methods approach to explore the platform's usability, user experience, and acceptability as an intervention to address stigma and implicit bias related to PSU. Theatre testing was used to qualitatively assess usability and acceptability perspectives with nurses and experts; a modified version of the previously validated 8-item Abbreviated Acceptability Rating Profile was used for quantitative assessment. Quantitative data for acceptability and satisfaction were analyzed using descriptive statistics. All qualitative data were analyzed iteratively using an inductive framework analysis approach.

resultsOverall, 21 nurses and 4 experts in stigma, implicit bias, and instructional design completed theatre-testing sessions. The mean duration of interviews was 31.92 (SD 11.32) minutes for nurses and 40.73 (SD 8.57) minutes for experts. All participants indicated that they found the digital adaptation of the intervention to be highly acceptable, with mean acceptability items ranging from 5.0 (SD 1.0) to 5.5 (SD 0.6) on a 1-6 agreement scale. Nurses reported high satisfaction with the platform, with mean satisfaction items ranging from 5.14 (SD 0.56) to 5.29 (SD 0.63) on a 1-6 agreement scale. In total, 1797 interview segments were coded from the theatre-testing sessions with 4 major themes: appearance, navigation, characterization, and overall platform, and 16 subthemes were identified. Consistent with the quantitative findings, the results were positive overall, with participants expressing high satisfaction related to the platform's appearance, the ease with which they could navigate the various modules, engagement, clarity of the presentation, and feasibility of being completed asynchronously.

conclusionsDeveloping and evaluating the usability of a digital adaptation of ArtSpective for PSU resulted in strong support for the usability, acceptability, and satisfaction of the program. It also provided insight into key aspects related to acceptability and usability that should be considered when designing a digital adaptation of an arts-based intervention for health care providers.

Indexed as

Attitude of Health PersonnelNeonatal NursingSocial StigmaSubstance-Related DisordersAdultFemaleHumansMaleMiddle AgedPregnancyQualitative Researchacceptabilityart interventiondigital platformfeasibilityinteractive responsive platformmixed methodsnurse trainingperinatalperinatal nurseperinatal substance usepregnancystigmasubstance usetheatre testingusabilityuser experienceuser interface

Identifiers

PMID40146964
PMCPMC12099274

What OpenQuestion holds

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LicenceCC BY
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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.