Evidence map›Paper›PMID 37091540›Full record

ArticleImplementation research and practice

Individual and organizational factors as predictors of early evidence-based practice adoption in Michigan high schools: Baseline data from an implementation trial.

Seo Youn Choi, Amy Rusch, Annalise Lane, Celeste Liebrecht, Emily L Bilek, Daniel Eisenberg, Carolyn Andrews, Morgan Perry, Shawna N Smith

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
1.3field-weighted citation impact, top 19% 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

1 citing paper in PubMed, 3 citations in OpenAlex.

  1. 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 3 institutions in 1 country.

Seo Youn ChoiDepartment of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Amy RuschDepartment of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA.ORCID https://orcid.org/0000-0002-3647-6946
Annalise LaneDepartment of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA.ORCID https://orcid.org/0000-0003-3502-8292
Celeste LiebrechtDepartment of Learning Health Sciences, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Emily L BilekDepartment of Psychiatry, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Daniel EisenbergDepartment of Health Policy and Management, Fielding School of Public Health, UCLA, Los Angeles, CA, USA.
Carolyn AndrewsDepartment of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA.ORCID https://orcid.org/0000-0002-2105-9867
Morgan PerryDepartment of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA.ORCID https://orcid.org/0000-0003-1573-2899
Shawna N SmithDepartment of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
University of Michigan · USMichigan Medicine · USUCLA Health · US

Funding

Improving Student Mental Health: Adaptive Implementation of School-based CBTR01MH114203 · NIMH · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI KILBOURNE, AMY M · 2017 to 2021
$3.6M
NIMH NIH HHS R01 MH114203
6 · The paper itself

Abstract

Background: Adolescents increasingly access mental health services in schools. School mental health professionals (SPs; school counselors, social workers, etc.) can offer evidence-based mental health practices (EBPs) in schools, which may address access gaps and improve clinical outcomes. Although some studies have assessed factors associated with EBP adoption in schools, additional research focusing on SP- and school-level factors is warranted to support EBP implementation as SPs' mental health delivery grows. Methods: Baseline data were collected from SPs at Michigan high schools participating in a statewide trial to implement SP-delivered cognitive behavioral therapy (CBT) to students. Models examined factors associated with attitudes about EBPs, implementation climate, and implementation leadership, and their associations with CBT knowledge, training attendance, and pre-training CBT delivery. Results: One hundred ninety-eight SPs at 107 schools (87%) completed a baseline survey. The mean Evidence-Based Practice Attitude Scale (EBPAS) total score was 2.9, and school-aggregated mean scores of the Implementation Climate Scale (ICS) and Implementation Leadership Scale (ILS) were 1.83 and 1.77, respectively, all on a scale ranging from 0 ( Conclusions: Our findings suggest that SPs' attitudes toward EBPs and organizational support were positively associated with early signs of implementation success. As schools increasingly fill the adolescent mental healthcare access gap, efforts to strengthen both provider attitudes toward EBP and strategic organizational factors supporting EBP delivery will be key to encouraging EBP uptake in schools. Plain Language Summary: Schools are an important setting in which adolescents receive mental healthcare. We need to better understand how to implement evidence-based practices (EBPs) in this setting to improve student mental health. This study examined the attitudes and perceptions of school professionals (SPs) as key contributors to the implementation of a particular EBP, the delivery of cognitive behavioral therapy (CBT) in schools. The study found that implementation climate and leadership scores in participating schools were lower than scores typically reported in clinical settings, while scores for SP attitudes about EBP adoption were higher than typical scores in clinical settings. Results further suggest that SPs with more positive attitudes toward EBPs are more knowledgeable of CBT and more likely to complete a 1-day CBT training. We also found that higher implementation climate scores were associated with SPs reporting pre-training CBT delivery (although this association was not statistically significant), and more implementation leadership was associated with SPs completing the CBT training. These findings suggest that SP attitudes toward EBPs and organizational support in schools are positively associated with early signs of implementation success. Early, low-intensity efforts to (1) improve SP attitudes about mental health EBPs, and (2) increase schools' support for implementation may scaffold more intensive implementation efforts in schools down the road.

Indexed as

CBTEBPASevidence-based practiceICSILSmental healthschools

Identifiers

PMID37091540
PMCPMC10052498
OpenAlexW4361012980

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.