Evidence map›Paper›PMID 37234015›Full record

ArticleJAMA health forum2023

Association of Selected State Policies and Requirements for Buprenorphine Treatment With Per Capita Months of Treatment.

Bradley D Stein, Brendan K Saloner, Olivia K Golan, Barbara Andraka-Christou, Christina M Andrews, Andrew W Dick, Corey S Davis, Flora Sheng, Adam J Gordon

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 2 pooled it
4.3field-weighted citation impact, top 6% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 2 syntheses or guidelines pooled it, 15 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Improving Policy Evaluations Of The Opioid Crisis.Health affairs (Project Hope) · 2025
    Article
  5. Article
  6. Buprenorphine prescribing practices for older adults in 2019 and 2020.Journal of the American Geriatrics Society · 2025
    Observational
  7. Article
  8. Drug-related physician continuing medical education requirements, 2010-2020.Journal of substance use and addiction treatment · 2024
    Article
  9. Observational
  10. Article
  11. Article
  12. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 7 institutions in 1 country.

Bradley D SteinRAND Corporation, Pittsburgh, Pennsylvania.
Brendan K SalonerJohns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
Olivia K GolanSchool of Public Health, Georgia State University, Atlanta.
Barbara Andraka-ChristouSchool of Global Health Management and Informatics, University of Central Florida, Orlando.
Christina M AndrewsArnold School of Public Health, University of South Carolina, Columbia.
Andrew W DickRAND Corporation, Boston, Massachusetts.
Corey S DavisNetwork for Public Health Law, Los Angeles, California.
Flora ShengRAND Corporation, Arlington, Virginia.
Adam J GordonProgram for Addiction Research, Clinical Care, Knowledge and Advocacy, Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City.
RAND Corporation · USGeorgia State University · USJohns Hopkins University · USNational Health Law Program · USUniversity of Central Florida · USUniversity of South Carolina · USUniversity of Utah · US

Funding

Optimal Methods for Estimating Policy Effect Heterogeneity in Opioid Policy ResearchP50DA046351 · NIDA · RAND CORPORATION · PI Rosalie Liccardo Pacula · 2018 to 2026
$20.8M
Improving Access and Quality of care for Medicaid-Eligible Adults with Opioid Use DisorderK01DA042139 · NIDA · JOHNS HOPKINS UNIVERSITY · PI SALONER, BRENDAN K · 2017 to 2021
$917k
NIDA NIH HHS K01 DA042139NIDA NIH HHS P50 DA046351
6 · The paper itself

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.

Indexed as

BuprenorphineOpioid-Related DisordersAnalgesics, OpioidCross-Sectional StudiesHumansPolicyUnited StatesAnalgesics, OpioidBuprenorphine

Identifiers

PMID37234015
PMCPMC10220518
OpenAlexW4378348349

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.