ArticleSSM. Mental health2023
Positive contact and empathy as predictors of primary care providers' willingness to prescribe medications for opioid use disorder.
Article in SSM. Mental health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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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.
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Who cites it
8 citing papers in PubMed, 8 citations in OpenAlex.
- Brief Prescribing Support and Buprenorphine Adoption in Rural Primary Care: A Cluster Randomized Clinical Trial.JAMA network open · 2026Trial
- Health Care Professional Willingness to Treat Opioid Use Disorder vs Type 2 Diabetes in Primary Care.JAMA network open · 2025Trial
- Reducing Buprenorphine Misinformation as a Strategy to Improve Adoption in Primary Care.Substance use & misuse · 2026Article
- Peer Prescriber Support Strategies to Increase Buprenorphine Prescribing in Primary Care.Substance use & addiction journal · 2026Article
- Primary care provides medication for opioid use disorder: findings from the HOMER study.Health affairs scholar · 2026Article
- Reducing stigma in primary care toward people who use drugs: A pilot study exploring the promise and limits of stigma training.Journal of substance use and addiction treatment · 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
- Knowledge of medications for opioid use disorder and associated stigma among primary care professionals.Annals of medicine · 2024Article
Corrections and comments
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Authors and funding
7 authors at 5 institutions in 1 country.
Funding
Abstract
Introduction: Patients with opioid use disorder (OUD) have a heightened need for quality health care, including access to evidence-based medications to reduce cravings and prevent overdose. However, primary care providers (PCPs) are reluctant to work with patients with OUD and implement medication prescribing into primary care practice. Previous studies have sought to identify potential ways to overcome these barriers, but often utilize interventions that facilitate both positive contact with as well as empathy for patients with OUD. In this study, we jointly assess positive contact and empathy to determine their unique impact on treatment attitudes and behaviors among PCPs, after controlling for other known predictors. Methods: We surveyed 409 PCPs currently practicing in Ohio in 2022. Our primary dependent variables were willingness to work with patients with OUD, receipt of an X-waiver to prescribe buprenorphine, and interest in receiving an X-waiver. Our primary independent variables were positive contact and empathy toward patients with OUD. We computed bivariate correlations and multivariable linear regression (for continuous dependent variables) and logistic regression (for binary dependent variables) to understand the relationship between positive contact, empathy, and our outcome variables while accounting for other known predictors and relevant participant demographics. Results: Positive contact was positively correlated with willingness to work with patients with OUD, receipt of the X-waiver, an interest in receiving the X-waiver, more frequent checking with patients about the need for naloxone, and higher odds of naloxone prescribing. These relationships held after accounting for PCP demographics, explicit bias toward patients with OUD, and overall levels of contact with patients with OUD. Empathy, conversely, was not a significant predictor of any treatment outcomes in the fully adjusted models. Conclusion: Interventions and medical education programs aimed at improving treatment outcomes for patients with OUD should facilitate positive contact between PCPs and patients with OUD.
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Registered trials
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