Evidence map›Paper›PMID 40433450›Full record

ArticleDiscover public health2025

Implementing and documenting cultural adaption of evidence-based practice strategies to reduce opioid overdose deaths: examples and lessons from the HEALing communities study.

Erin B Gibson, LaShawn Glasgow, Monica Nouvong, Margaret McGladrey, Darcy Freedman, Deborah Chassler, Rachel Vickers-Smith, Madeline D'Onfro, Dawn A Goddard-Eckrich, Timothy Hunt and 5 more

Abstract read
In one paragraph

Article in Discover public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. 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

15 authors.

Erin B GibsonTufts Medical Center, 35 Kneeland Street, 8 th floor, Boston, MA 02111 USA.
LaShawn GlasgowRTI International, Research Triangle Park, NC USA.
Monica NouvongGeneral Internal Medicine, Boston Medical Center, Boston, MA USA.
Margaret McGladreyDepartment of Health Management and Policy, College of Public Health, University of Kentucky, Lexington, KY USA.
Darcy FreedmanDepartment of Population and Quantitative Health Sciences and Mary Ann Swetland Center for Environmental Health, School of Medicine, Case Western Reserve University, Cleveland, OH USA.
Deborah ChasslerSchool of Social Work, Boston University, Boston, MA USA.
Rachel Vickers-SmithDepartment of Epidemiology, College of Public Health, University of Kentucky, Lexington, KY USA.
Madeline D'OnfroSchool of Social Work, Boston University, Boston, MA USA.
Dawn A Goddard-EckrichSchool of Social Work, Columbia University, New York, NY USA.
Timothy HuntSchool of Social Work, Columbia University, New York, NY USA.
Avik ChatterjeeDepartment of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA USA.
JaNae HollowayRTI International, Research Triangle Park, NC USA.
Katie FainRTI International, Research Triangle Park, NC USA.
Rachel Sword CruzGeneral Internal Medicine, Boston Medical Center, Boston, MA USA.
Linda Sprague MartinezSchool of Social Work, Boston University, Boston, MA USA.

Funding

Kentucky CAN HEAL (Communities and Networks Helping End Addiction Long-term)UM1DA049406 · NIDA · UNIVERSITY OF KENTUCKY · PI WALSH, SHARON L. · 2019 to 2022
$81.7M
NIDA NIH HHS UM1 DA049406
6 · The paper itself

Abstract

Introduction: Addressing the opioid overdose crisis requires developing contextually specific strategies promoting the adoption of evidence-based practices (EBPs) to prevent and treat opioid use disorder (OUD), including overdose education and naloxone distribution (OEND) and medications for OUD (MOUD). To effectively reach the groups most affected by the opioid crisis, EBP strategies must be adjusted to fit the culture and contexts of different communities. Methods: The HEALing Communities Study engaged coalitions in 67 communities across four states to select and implement EBP strategies to reduce opioid overdose mortality. Coalitions were encouraged to culturally adapt EBP strategies for "special populations," which were defined as groups that are highly impacted by OUD and face unique challenges in accessing prevention and treatment services. EBP strategies, and any efforts to culturally adapt them, were documented in coalition action plans. We collected quantitative and qualitative details from coalitions' action plans. Following the first wave of the intervention (January 2020 - June 2022), we utilized the DATA (Describe, Analyze, Theorize, and ACT) model to evaluate the HEALing Communities Study approach to reaching special populations and identify areas for improvement. Finally, we identified variations across states in how cultural adaptation was interpreted and implemented. We provide strategies to improve how cultural adaption strategies are developed, documented, implemented, and monitored in future studies. Results: Coalitions selected and implemented a variety of culturally tailored EBP strategies. However, complete understanding of the nature and effectiveness of cultural adaptation was limited by varying interpretations of what counts as cultural adaptation, inconsistent use of reporting guidance across research sites, and lack of data on the reach of each EBP strategy. Examples of cultural adaptation that successfully reached special populations included locating EBP strategies near each other to reduce transportation barriers, funding community-based organizations to help unhoused individuals meet basic needs, and hiring a bilingual and bicultural workforce to support prevention and treatment for OUD. Future studies should improve reporting of intersectional identities, measure EBP strategies' reach, utilize real-world evidence of successful implementation strategies for cultural adaptation, and incorporate qualitative methods to contextualize cultural adaptation at local levels. Conclusion: We call on funders, researchers, evaluators, and implementers to invest in training and technical assistance, robust documentation and monitoring protocols, and thoughtful community engagement to support cultural adaptation of EBP strategies to reduce overdose for the most vulnerable populations.

Indexed as

Access to careCommunity interventionCultural adaptationCulturally responsiveHealth disparitiesHealth equityOpioid use disorderOverdose preventionStigma

Identifiers

PMID40433450
PMCPMC12104109

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.