Evidence map›Paper›PMID 30185192›Full record

Trial reportImplementation science : IS2018

Adaptive School-based Implementation of CBT (ASIC): clustered-SMART for building an optimized adaptive implementation intervention to improve uptake of mental health interventions in schools.

Amy M Kilbourne, Shawna N Smith, Seo Youn Choi, Elizabeth Koschmann, Celeste Liebrecht, Amy Rusch, James L Abelson, Daniel Eisenberg, Joseph A Himle, Kate Fitzgerald and 1 more

Registry-linked trialOpen access · goldAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Implementation science : IS, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03541317 (Improving Student Mental Health), which is not on this map. Cited by 42 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed, 2 pooled it
13.7field-weighted citation impact, top 1% 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.

NCT03541317 nacompletednot on this map

Improving Student Mental Health: Adaptive School-based Implementation of CBT

TypeinterventionalSponsorUniversity of MichiganRan2018 to 2020Enrolled1,329ConditionsDepression, AnxietyArmsStage 1 Strategy: REP, Stage 1 Strategy: REP + Coaching, Stage 2 Strategy: Augment with Facilitation, Stage 2 Strategy: No augmentation
3 · Its place in the literature

Who cites it

42 citing papers in PubMed, 2 syntheses or guidelines pooled it, 84 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Trial
  5. Trial
  6. Trial
  7. Trial
  8. Trial
  9. Trial
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Approaches to Statistical Efficiency When Comparing the Embedded Adaptive Interventions in a SMART.Journal of educational and behavioral statistics : a quarterly publication sponsored by the American Educational Research Association and the American Statistical Association · 2025
    Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. 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

11 authors at 1 institution in 1 country.

Amy M KilbourneDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA. amykilbo@umich.edu.ORCID 0000-0001-5815-6401
Shawna N SmithDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA.
Seo Youn ChoiDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA.
Elizabeth KoschmannDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA.
Celeste LiebrechtDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA.
Amy RuschDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA.
James L AbelsonDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA.
Daniel EisenbergSchool of Public Health, University of Michigan, Ann Arbor, MI, USA.
Joseph A HimleDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA.
Kate FitzgeraldDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, MI, USA.
Daniel AlmirallInstitute for Social Research, University of Michigan, Ann Arbor, MI, USA.
University of Michigan · US

Funding

Novel Methods for Intensive Longitudinal Data in SMART Studies of Drug Abuse and HIVR01DA039901 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ALMIRALL, DANIEL, NAHUM-SHANI, INBAL BILLIE · 2015 to 2024
$5.4M
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 MH114203NIMH NIH HHS R01MH114203
6 · The paper itself

Abstract

backgroundDepressive and anxiety disorders affect 20-30% of school-age youth, most of whom do not receive adequate services, contributing to poor developmental and academic outcomes. Evidence-based practices (EBPs) such as cognitive behavioral therapy (CBT) can improve outcomes, but numerous barriers limit access among affected youth. Many youth try to access mental health services in schools, but school professionals (SPs: counselors, psychologists, social workers) are rarely trained adequately in CBT methods. Further, SPs face organizational barriers to providing CBT, such as lack of administrative support. Three promising implementation strategies to address barriers to school-based CBT delivery include (1) Replicating Effective Programs (REP), which deploys customized CBT packaging, didactic training in CBT, and technical assistance; (2) coaching, which extends training via live supervision to improve SP competence in CBT delivery; and (3) facilitation, which employs an organizational expert who mentors SPs in strategic thinking to promote self-efficacy in garnering administrative support. REP is a relatively low-intensity/low-cost strategy, whereas coaching and facilitation require additional resources. However, not all schools will require all three strategies. The primary aim of this study is to compare the effectiveness of a school-level adaptive implementation intervention involving REP, coaching, and facilitation versus REP alone on the frequency of CBT delivered to students by SPs and student mental health outcomes. Secondary and exploratory aims examine cost-effectiveness, moderators, and mechanisms of implementation strategies.

methodsUsing a clustered, sequential multiple-assignment, randomized trial (SMART) design, ≥ 200 SPs from 100 schools across Michigan will be randomized initially to receive REP vs. REP+coaching. After 8 weeks, schools that do not meet a pre-specified implementation benchmark are re-randomized to continue with the initial strategy or to augment with facilitation. DISCUSSION: EBPs need to be implemented successfully and efficiently in settings where individuals are most likely to seek care in order to gain large-scale impact on public health. Adaptive implementation interventions hold the promise of providing cost-effective implementation support. This is the first study to test an adaptive implementation of CBT for school-age youth, at a statewide level, delivered by school staff, taking an EBP to large populations with limited mental health care access.

trial registrationNCT03541317 -Registered on 29 May 2018 on ClinicalTrials.gov PRS.

Indexed as

School Health ServicesAdolescentAnxiety DisordersCognitive Behavioral TherapyHumansMental HealthMental Health ServicesAdaptive interventionCognitive-behavioral therapyHealth behavior changeSchools

Identifiers

PMID30185192
PMCPMC6126013
OpenAlexW2890654160

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.