ArticleAddiction science & clinical practice2021
Physician blame and vulnerability: novel predictors of physician willingness to work with patients who misuse opioids.
Article in Addiction science & clinical practice, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.
- Physician Reluctance to Intervene in Addiction: A Systematic Review.JAMA network open · 2024Pooled it
- 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
- Prevalence and associated factors of opioid-related disorders among patients with chronic pain: a single-center retrospective study in a Chinese tertiary hospital.BMC anesthesiology · 2026Article
- 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
- 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
- Buprenorphine misinformation and willingness to treat patients with opioid use disorder among primary care-aligned health care professionals.Addiction science & clinical practice · 2024Article
- Positive contact and empathy as predictors of primary care providers' willingness to prescribe medications for opioid use disorder.SSM. Mental health · 2023Article
- Investigating Healthcare Provider Bias Toward Patients Who Use Drugs Using a Survey-based Implicit Association Test: Pilot Study.Journal of addiction medicineArticle
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundSuccessfully combating the opioid crisis requires patients who misuse opioids to have access to affirming and effective health care. However, there is a shortage of physicians who are willing to work with these patients. We investigated novel predictors of what might be contributing to physicians' unwillingness to engage with this patient population to better identify and direct interventions to improve physician attitudes.
methods333 physicians who were board certified in the state of Ohio completed a survey about their willingness to work with patients who misuse opioids. The hypothesized relationships between the proposed predictors and willingness to work with this patient population were tested using multivariate regression, supplemented with qualitative analysis of open-text responses to questions about the causes of addiction.
resultsPerceptions of personal invulnerability to opioid misuse and addiction, opioid misuse and addiction controllability, and health care provider blame for the opioid crisis were negatively associated with physician willingness to work with patients who misuse opioids after controlling for known predictors of physician bias toward patients with substance use disorders. Physicians working in family and internal medicine, addiction medicine, and emergency medicine were also more willing to work with this patient population.
conclusionsDistancing oneself and health care professionals from opioid misuse and placing blame on those who misuse are negatively associated with treatment willingness. Interventions to improve physician willingness to work with patients who misuse opioids can target these beliefs as a way to improve physician attitudes and provide patients with needed health care resources.
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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.