Trial reportAddiction science & clinical practice2023
A randomized controlled trial of an intervention to reduce stigma toward people with opioid use disorder among primary care clinicians.
Trial report in Addiction science & clinical practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04867382 (Reducing Stigma Toward People With Opioid Use Disorder Among Primary Care Clinicians), which is not on this map. Cited by 13 papers.
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.
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.
Reducing Stigma Toward People With Opioid Use Disorder Among Primary Care Clinicians
Who cites it
13 citing papers in PubMed, 20 citations in OpenAlex.
- Health Care Professional Willingness to Treat Opioid Use Disorder vs Type 2 Diabetes in Primary Care.JAMA network open · 2025Trial
- Telehealth and Intervention Stigma: Patient Perspectives About Flexible Opioid Use Disorder Treatment Delivery.Substance use & addiction journal · 2026Article
- Opioid Message Fatigue in the United States: Prevalence and Associations with Stigma and Policy Support.Substance use & misuse · 2026Article
- A scoping review of implementation strategies to reduce stigma toward people who use substances in healthcare settings.Journal of substance use and addiction treatment · 2026Article
- Peer Prescriber Support Strategies to Increase Buprenorphine Prescribing in Primary Care.Substance use & addiction journal · 2026Article
- Improving Data Integrity in Samples Obtained From Web-Based Recruitment: Protocol for the Development of a Novel System for Assessing Participant Authenticity in a Remote Longitudinal Cohort Study of Polysubstance Use.JMIR research protocols · 2025Article
- Perceived organizational support for the treatment of opioid use disorder and its association with primary care provider treatment willingness and medication prescribing.Journal of substance use and addiction treatment · 2025Article
- "They Ask Questions, But They Don't Want the Answers"-Perceptions of Clinical Communication Among Veterans Discontinuing Buprenorphine for the Treatment of Opioid Use Disorder.Substance use & addiction journal · 2024Article
- U.S. Healthcare Workers' Perspective of Outpatient Provision of Methadone: A Scoping Review.Substance use & addiction journal · 2024Article
- Barriers and Facilitators to Using a Clinical Decision Support Tool for Opioid Use Disorder in Primary Care.Journal of the American Board of Family Medicine : JABFM · 2024Article
- Positive contact and empathy as predictors of primary care providers' willingness to prescribe medications for opioid use disorder.SSM. Mental health · 2023Article
- The potential impact of clinical decision support on nonwaivered primary care clinicians' prescribing of buprenorphine.Health affairs scholar · 2023Article
- The associations between public stigma and support for others' help-seeking for alcohol use disorder: a cross sectional study in the general Danish population.Addiction science & clinical practice · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundMany primary care clinicians (PCCs) hold stigma toward people with opioid use disorder (OUD), which may be a barrier to care. Few interventions exist to address PCC stigma toward people with OUD. This study examined whether an online training incorporating patient narratives reduced PCCs' stigma toward people with OUD (primary) and increased intentions to treat people with OUD compared to an attention-control training (secondary).
methodsPCCs from 15 primary care clinics were invited to complete a 30 min online training for an electronic health record-embedded clinical decision support (CDS) tool that alerts PCCs to screen, diagnose, and treat people with OUD. PCCs were randomized to receive a stigma-reduction version of the training with patient narrative videos or a control training without patient narratives and were blinded to group assignment. Immediately after the training, PCCs completed surveys of stigma towards people with OUD and intentions and willingness to treat OUD. CDS tool use was monitored for 6 months. Analyses included independent samples t-tests, Pearson correlations, and logistic regression.
resultsA total of 162 PCCs were randomized; 88 PCCs (58% female; 68% white) completed the training (Stigma = 48; Control = 40) and were included in analyses. There was no significant difference between intervention and control groups for stigma (t = - 0.48, p = .64, Cohen's d = - 0.11), intention to get waivered (t = 1.11, p = .27, d = 0.26), or intention to prescribe buprenorphine if a waiver were no longer required (t = 0.90, p = 0.37, d = 0.21). PCCs who reported greater stigma reported lower intentions both to get waivered (r = - 0.25, p = 0.03) and to prescribe buprenorphine with no waiver (r = - 0.25, p = 0.03). Intervention group and self-reported stigma were not significantly related to CDS tool use.
conclusionsStigma toward people with OUD may require more robust intervention than this brief training was able to accomplish. However, stigma was related to lower intentions to treat people with OUD, suggesting stigma acts as a barrier to care. Future work should identify effective interventions to reduce stigma among PCCs.
trial registrationClinicalTrials.gov NCT04867382. Registered 30 April 2021-Retrospectively registered, https://clinicaltrials.gov/ct2/show/NCT04867382.
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Registered trials
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.