Evidence map›Paper›PMID 42577930›Full record

ArticleJournal of social work practice in the addictions2026

Toward a resilient opioid treatment workforce: Clinical supervision, training, and trauma-related functioning in a multistate study.

Linnea B Linde-Krieger, Elena Tennant, Alissa Davis, Benjamin R Brady, Patrick S Rivers, Gregory A Carter, Zhanette H Coffee, David Frank, Arelene N Mahoney, Sara M Najar and 2 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of social work practice in the addictions, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Linnea B Linde-KriegerSchool of Social Work, Arizona State University, Phoenix, AZ, USA.
Elena TennantSchool of Social Work, Arizona State University, Phoenix, AZ, USA.
Alissa DavisHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.
Benjamin R BradyHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.
Patrick S RiversHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.
Gregory A CarterHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.
Zhanette H CoffeeHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.
David FrankSchool of Social Work, Arizona State University, Phoenix, AZ, USA.
Arelene N MahoneyHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.
Sara M NajarHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.
Richard A CrosbyHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.
Beth E MeyersonHarm Reduction Research Lab, College of Nursing, University of Arizona, Tucson, AZ, USA.

Funding

Methadone Patient Access to Collaborative Treatment (MPACT)R33DA059889 · NIDA · UNIVERSITY OF ARIZONA · PI Beth Meyerson · 2025 to 2026
$2.3M
Methadone Patient Access to Collaborative Treatment (MPACT)R61DA059889 · NIDA · UNIVERSITY OF ARIZONA · PI MEYERSON, BETH · 2023 to 2024
$951k
NIDA NIH HHS R33 DA059889NIDA NIH HHS R61 DA059889
6 · The paper itself

Abstract

Staff in opioid treatment programs (OTPs) face elevated risk of secondary traumatic stress, yet the availability and effectiveness of training and clinical supervision to address this risk remain unclear. This study characterized current OTP training and supervision practices and examined their associations with staff vicarious trauma (VT) and burn-out. In a cross-sectional survey of OTPs, administrators (

Indexed as

BurnoutClinical supervisionOpioid treatment programsReflective supervisionSecondary traumatic stressSubstance use disorder treatment workforceVicarious trauma

Identifiers

PMID42577930
PMCPMC13455778

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.