ArticleJournal of substance use and addiction treatment2024
Perceptions around medications for opioid use disorder among a diverse sample of U.S. adults.
Article in Journal of substance use and addiction treatment, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 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.
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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
13 citing papers in PubMed.
- Opioid Use Disorder and Evidence-Based Care Among Medicaid-Enrolled Youths.JAMA network open · 2026Article
- "In My Community, if You're an Addict, People Don't Just Look Down on You for the Drugs, but for Being Black, Too": Black and Latine Methadone Patients' Experiences Around Addiction, Methadone Treatment, and Intersectional Stigma.Journal of racial and ethnic health disparities · 2026Article
- From Control to Care: Reframing Medication Access Policies Through Public Health Ethics.The Journal of law, medicine & ethics : a journal of the American Society of Law, Medicine & Ethics · 2026Review
- Reach of Community-Selected Strategies to Reduce Opioid-Related Overdose Deaths in the HEALing Communities Study.Substance use & misuse · 2026Article
- Leveraging pharmacy partnerships and Grant funding to improve access to medications for opioid use disorder.Exploratory research in clinical and social pharmacy · 2025Article
- Willingness to receive medication for opioid use disorder (MOUD): A longitudinal analysis of social network support.Drug and alcohol dependence · 2025Article
- Examining Removal of Federal Waiver Restrictions to Prescribing Buprenorphine in Primary Care.Journal of the American Board of Family Medicine : JABFM · 2025Article
- Characterizing intersystem and community values to enhance opioid use disorder treatments: Communities That Heal intervention in New York.The International journal on drug policy · 2025Article
- Primary Care Patients With Opioid Use Disorder Symptoms: Initiation and Engagement in Treatment With Medicine.Annals of family medicine · 2025Article
- "The hardest part of what we're doing": research staff perspectives on engaging marginalized populations in substance use trials.Substance abuse treatment, prevention, and policy · 2025Article
- Medicaid Patients With ED Visits For Overdose: Disparities In Initiation Of Medications For Opioid Use Disorder.Health affairs (Project Hope) · 2025Article
- Bivalent Hapten Display Strategies for Conjugate Vaccines Targeting Opioid Mixtures Containing Fentanyl.Bioconjugate chemistry · 2025Article
- Artificial Intelligence and Stigma in Addiction Research: Insights From the HEALing Communities Study Coalition Meetings.Journal of addiction medicineArticle
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
introductionMedications for opioid use disorder (MOUD) including methadone (MMT), buprenorphine (BUP), and naltrexone (NTX) are safe and effective. However, there are significant negative perceptions surrounding MOUD, creating barriers to uptake. While research on MOUD stigma has largely focused on provider and patient experiences, fewer studies have explored MOUD perceptions among the general public. Given that MOUD stigma expressed by social ties surrounding individuals with OUD can influence treatment choices, we assessed MOUD perceptions among U.S. adults to determine how beliefs impacted treatment preference. We further explored how MOUD perceptions may be amplified among racialized groups with histories of experiencing drug-related discrimination.
methodsThe study collected survey data from a diverse sample of U.S. adults (n = 1508) between October 2020 and January 2021. The survey measured knowledge of MOUD and non-medication treatments, relative agreement with common MOUD perceptions, and treatment preferences. Multinomial logistic regression analysis tested associations with treatment preference, stratified by race/ethnicity.
resultsDescriptive results indicated that across groups, many respondents (66.8 %) had knowledge of MOUD, but believed MOUD was a "substitute" for opioids and had some degree of concern about misuse. Multivariable results showed knowledge of non-medication treatments was positively associated with MOUD preference among White (MMT OR = 3.16, 95 % CI = 1.35-7.39; BUP OR = 2.69, CI = 1.11-6.47), Black (MMT OR = 3.91, CI = 1.58-9.69), and Latino/a (MMT OR = 5.12, CI = 1.99-13.2; BUP OR = 3.85, CI = 1.5-9.87; NTX OR = 4.51, CI = 1.44-14.06) respondents. Among White respondents, we identified positive associations between MOUD experience and buprenorphine preference (OR = 4.33, CI = 1.17-16.06); non-medication treatment experience and preference for buprenorphine (OR = 2.86, CI = 1.03-7.94) and naltrexone (OR = 3.17, CI = 1.08-9.28). Concerns around misuse of methadone were negatively associated with methadone preference among White (OR = 0.65, CI = 0.43-0.98) and Latino/a (OR = 0.49, CI = 0.34-0.7), and concerns around misuse of buprenorphine was negatively associated with preference for MOUD among White (MMT OR = 0.62, CI = 0.39-0.99; BUP OR = 0.48, CI = 0.3-0.77; NTX OR = 0.6, CI = 0.36-0.99) and Latino/a (BUP OR = 0.59, CI = 0.39-0.89) respondents.
conclusionsThis analysis offers critical insights into treatment perceptions beyond the patient population, finding that negative beliefs around MOUD are common and negatively associated with preferences for medication-based treatment. These findings highlight implications for public support of evidence-based treatment and lay the groundwork for future interventions addressing public stigma toward MOUD.
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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.