Evidence map›Paper›PMID 37090014›Full record

ArticleImplementation research and practice

Opening the "black box": Four common implementation strategies for expanding the use of medications for opioid use disorder in primary care.

Lauren Caton, Hanyang Shen, Gloria M Miele, Kendall Darfler, Jose R Sandoval, Darren Urada, Mark P McGovern

Open access · goldAbstract read
In one paragraph

Article in Implementation research and practice. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
2.3field-weighted citation impact, top 11% 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

8 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Article
  3. Project ECHO in Psychiatric Workforce Development: the Example of a Perinatal Mental Health ECHO.Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry · 2024
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. 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

7 authors at 2 institutions in 1 country.

Lauren CatonCenter for Behavioral Health Services and Implementation Research, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA.
Hanyang ShenCenter for Behavioral Health Services and Implementation Research, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA.
Gloria M MieleIntegrated Substance Abuse Programs, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
Kendall DarflerIntegrated Substance Abuse Programs, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
Jose R SandovalIntegrated Substance Abuse Programs, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.ORCID https://orcid.org/0000-0002-8378-0350
Darren UradaIntegrated Substance Abuse Programs, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
Mark P McGovernCenter for Behavioral Health Services and Implementation Research, Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA.
University of California, Los Angeles · USBehavioral Health Services · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite the persistent increase in overdose deaths, access to medications for opioid use disorders remains limited. Recent federal funding aimed at increasing access prompts a need to understand if implementation strategies improve access. Methods: This is an analysis of data from 174 primary care clinics enrolled in a state-wide medications for opioid use disorders (MOUD) implementation effort in California. We examined clinic use of one of four implementation strategies: learning collaboratives, Project Extension for Community Health care Outcomes (ECHO), didactic webinars, and clinical skills trainings. The primary implementation outcome was categorical change in new patients prescribed buprenorphine. Univariate and multivariate logistic regressions were used to determine the impact of clinic attendance in all or individual implementation strategies, respectively, on patient growth. Results: Clinics attending learning collaboratives, Project ECHO, and clinical skills trainings had significantly higher odds of patient growth (odds ratio [OR] = 3.56; 95% confidence interval [CI] = 1.78, 7.10, Conclusions: This study reported on a large, statewide, implementation-as-usual project offering four typical implementation strategies. Clinic attendance at learning collaboratives, a multi-component strategy, had the most consistent impact on new patients prescribed buprenorphine. These results suggest that while a broad array of strategies was initially reasonable, optimizing the selection of implementation strategies could be more effective. Plain Language Summary: Access to life-saving medications for opioid use disorder, such as buprenorphine, remains limited despite strong evidence of effectiveness. Systems and organizations often select from a variety of implementation strategies aimed at expanding access to these medications. However, scant research exists to enable these organizations to select the most effective and efficient strategies. Our study-within a large state-wide system of care-examined the impact of primary care clinic attendance in four common implementation strategies on new patients prescribed buprenorphine. Learning collaboratives were the strategy that most consistently improved outcomes. These results highlight the challenges to strategy selection inherent in implementation-as-usual systems-level approaches. The field needs evidence-based information on which implementation strategies are most likely to yield desired implementation outcomes.

Indexed as

buprenorphineImplementation researchimplementation strategieslearning collaborativesmedications for opioid use disorders (MOUD)opioid use disordersProject ECHO

Identifiers

PMID37090014
PMCPMC9978648
OpenAlexW3160901570

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.