ArticleJAMA health forum2023
Association of Selected State Policies and Requirements for Buprenorphine Treatment With Per Capita Months of Treatment.
Article in JAMA health forum, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 2 of them syntheses that pooled 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.
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
12 citing papers in PubMed, 2 syntheses or guidelines pooled it, 15 citations in OpenAlex.
- Physician Reluctance to Intervene in Addiction: A Systematic Review.JAMA network open · 2024Pooled it
- A Systematic Review of State Office-Based Buprenorphine Treatment Laws Effective During 2022: Counseling, Dosage, and Visit Frequency Requirements.Substance use & addiction journal · 2024Pooled it
- High-volume buprenorphine prescribers: Examining state policy contexts.Drug and alcohol dependence reports · 2026Article
- Improving Policy Evaluations Of The Opioid Crisis.Health affairs (Project Hope) · 2025Article
- Cross-sectional examination of characteristics of higher-dose buprenorphine prescriptions during the era of illicit fentanyl.Addiction science & clinical practice · 2025Article
- Buprenorphine prescribing practices for older adults in 2019 and 2020.Journal of the American Geriatrics Society · 2025Observational
- Evaluation of a Program Designed to Support Implementation of Prescribing Medication for Treatment of Opioid Use Disorder in Primary Care Practices.Annals of family medicine · 2025Article
- Drug-related physician continuing medical education requirements, 2010-2020.Journal of substance use and addiction treatment · 2024Article
- Growing importance of high-volume buprenorphine prescribers in OUD treatment: 2009-2018.Drug and alcohol dependence · 2024Observational
- Association of Medicaid expansion with health insurance, unmet need for medical care and substance use disorder treatment among people who inject drugs in 13 US states.Addiction (Abingdon, England) · 2024Article
- Exploring the Association of State Policies and the Trajectories of Buprenorphine Prescriber Patient Caseloads.Substance abuse · 2023Article
- Will the End of the X-Waiver Expand Access to Buprenorphine Treatment? Achieving the Full Potential of the 2023 Consolidated Appropriations Act.Substance abuse · 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
9 authors at 7 institutions in 1 country.
Funding
Abstract
Importance: Expanding the use of buprenorphine for treating opioid use disorder is a critical component of the US response to the opioid crisis, but few studies have examined how state policies are associated with buprenorphine dispensing. Objective: To examine the association of 6 selected state policies with the rate of individuals receiving buprenorphine per 1000 county residents. Design, Setting, and Participants: This cross-sectional study used 2006 to 2018 US retail pharmacy claims data for individuals dispensed buprenorphine formulations indicated for treating opioid use disorder. Exposures: State implementation of policies requiring additional education for buprenorphine prescribers beyond waiver training, continuing medical education related to substance misuse and addiction, Medicaid coverage of buprenorphine, Medicaid expansion, mandatory prescriber use of prescription drug monitoring programs, and pain management clinic laws were examined. Main Outcomes and Measures: The main outcome was buprenorphine treatment months per 1000 county residents as measured using multivariable longitudinal models. Statistical analyses were conducted from September 1, 2021, through April 30, 2022, with revised analyses conducted through February 28, 2023. Results: The mean (SD) number of months of buprenorphine treatment per 1000 persons nationally increased steadily from 1.47 (0.04) in 2006 to 22.80 (0.55) in 2018. Requiring that buprenorphine prescribers receive additional education beyond that required to obtain the federal X-waiver was associated with significant increases in the number of months of buprenorphine treatment per 1000 population in the 5 years following implementation of the requirement (from 8.51 [95% CI, 2.36-14.64] months in year 1 to 14.43 [95% CI, 2.61-26.26] months in year 5). Requiring continuing medical education for physician licensure related to substance misuse or addiction was associated with significant increases in buprenorphine treatment per 1000 population in each of the 5 years following policy implementation (from 7.01 [95% CI, 3.17-10.86] months in the first year to 11.43 [95% CI, 0.61-22.25] months in the fifth year). None of the other policies examined was associated with a significant change in buprenorphine months of treatment per 1000 county residents. Conclusions and Relevance: In this cross-sectional study of US pharmacy claims, state-mandated educational requirements beyond the initial training required to prescribe buprenorphine were associated with increased buprenorphine use over time. The findings suggest requiring education for buprenorphine prescribers and training in substance use disorder treatment for all controlled substance prescribers as an actionable proposal for increasing buprenorphine use, ultimately serving more patients. No single policy lever can ensure adequate buprenorphine supply; however, policy maker attention to the benefits of enhancing clinician education and knowledge may help to expand buprenorphine access.
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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.