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.
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.
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.
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.
Improving Student Mental Health: Adaptive School-based Implementation of CBT
Who cites it
42 citing papers in PubMed, 2 syntheses or guidelines pooled it, 84 citations in OpenAlex.
- Gamified Health Promotion in Schools: The Integration of Neuropsychological Aspects and CBT-A Systematic Review.Medicina (Kaunas, Lithuania) · 2024Pooled it
- Sequential multiple assignment randomized trial studies should report all key components: a systematic review.Journal of clinical epidemiology · 2022Pooled it
- Student mental health outcomes of a clustered SMART for developing an adaptive implementation strategy to support school-based CBT delivery.Journal of affective disorders · 2024Trial
- Strategies to Deimplement Opioid Prescribing in Primary Care: A Cluster Randomized Clinical Trial.JAMA network open · 2024Trial
- Scaling and sustaining COVID-19 vaccination through meaningful community engagement and care coordination for underserved communities: hybrid type 3 effectiveness-implementation sequential multiple assignment randomized trial.Implementation science : IS · 2023Trial
- Primary aim results of a clustered SMART for developing a school-level, adaptive implementation strategy to support CBT delivery at high schools in Michigan.Implementation science : IS · 2022Trial
- Optimal allocation to treatments in a sequential multiple assignment randomized trial.Statistical methods in medical research · 2021Trial
- Replicating an effective VA program to train and support family caregivers: a hybrid type III effectiveness-implementation design.BMC health services research · 2021Trial
- Implementing integrated services in routine behavioral health care: primary outcomes from a cluster randomized controlled trial.BMC health services research · 2019Trial
- Sustaining Heart-Healthy Habits in Youth: A 15-Year Review of the SI! Program.Current cardiology reports · 2026Review
- Meeting Student Mental Health Needs in Survival Mode: A Qualitative Analysis of School Professional Mental Health Delivery at Michigan High Schools in Response to COVID-19.School mental health · 2026Article
- Head Teachers' Perspectives on the Acceptability of an Evidence-Based Mental Health Intervention in Ugandan Schools.Global social welfare : research, policy & practice · 2025Article
- Achieving cardiovascular health equity in community mental health: study protocol for a cluster-randomized hybrid Type 3 effectiveness-implementation trial.Implementation science : IS · 2025Article
- An Iteratively Adapted Transdiagnostic Prevention Program for Diverse High School Settings (U-PEACE): Protocol for a Randomized Controlled Trial.JMIR research protocols · 2025Article
- 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 · 2025Article
- Rapid Adaptation to Prevent Drug Use (RAPD): protocol of a pilot randomized trial to enhance the impact of an evidence-based intervention for youth.Pilot and feasibility studies · 2025Article
- Using end user feedback to specify an adaptive implementation strategy.Frontiers in health services · 2025Article
- Gut-brain axis in adolescent depression: a systematic review of psychological implications and behavioral interventions.Frontiers in nutrition · 2025Review
- Implementation Science in School Mental Health: A 10-Year Progress Update and Development of a New Research Agenda.School mental health · 2024Article
- Optimization of implementation strategies using the Multiphase Optimization STratgey (MOST) framework: Practical guidance using the factorial design.Translational behavioral medicine · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 1 institution in 1 country.
Funding
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
Identifiers
What OpenQuestion holds
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.