Evidence map›Paper›PMID 41182511›Full record

ArticleAdministration and policy in mental health2026

Examining Multilevel Correlates of Therapist Participation in Learning Collaborative Training Requirements for Trauma-Focused Cognitive Behavioral Therapy.

Daneele Thorpe, Shelby Wade, Carole Swiecicki, Kathy Reid-Quinones, Rochelle F Hanson

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Article in Administration and policy in mental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

5 authors.

Daneele ThorpeDepartment of Psychology, Stony Brook University, 100 Nicolls Rd, Stony Brook, NY, USA. daneele.thorpe@stonybrook.edu.ORCID 0000-0002-3603-681X
Shelby WadeDepartment of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Columbia, USA.
Carole SwiecickiDepartment of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Columbia, USA.
Kathy Reid-QuinonesDee Norton Child Advocacy Center, Charleston, USA.
Rochelle F HansonDepartment of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Columbia, USA.

Funding

Duke Endowment Duke Endowment
6 · The paper itself

Abstract

Trauma exposure is prevalent among youth and associated with adverse outcomes. While evidence-based treatments (EBTs) for trauma-exposed youth exist, widespread dissemination into community practice is challenged by clinicians' abilities to engage in EBT training. These challenges stem from many individual, agency, and neighborhood-level factors. This study utilized data from 231 therapists who participated in a statewide Learning Collaborative (LC) on TF-CBT to explore how individual, agency, and neighborhood-level factors may influence their level of participation in the training requirements. Preliminary results indicated that agencies in resource-deprived neighborhoods were associated with having therapists with more PTSD experience, but also reduced interagency collaboration and less use of agency-level trauma-informed practices. In contrast, therapists in neighborhoods with higher violent crime rates were reported to have less experience with trauma-exposed youth, yet their agencies had fewer reported community barriers, increased interagency collaboration, and more agency-level trauma-informed care. Finally, agency-level correlates of LC training participation suggest that agencies face a delicate balance in managing different aspects of evidence-based practices (EBPs) care and EBTs. Findings emphasize considering contextual factors when disseminating EBTs, as ensuring an optimal environment for training participation ultimately addresses growing mental health disparities for trauma-exposed youth.

Indexed as

Cognitive Behavioral TherapyCooperative BehaviorPsychological TraumaPsychotherapistsStress Disorders, Post-TraumaticAdolescentAdultEvidence-Based PracticeFemaleHumansMaleMiddle AgedResidence CharacteristicsLearning collaborativeMultilevel correlatesNeighborhoodsTF-CBTTherapist participationTraining requirements

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Registered trials

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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.