Evidence map›Paper›PMID 35486297›Full record

ArticlePrevention science : the official journal of the Society for Prevention Research2022

Influence of Classroom-Level Factors on Implementation Fidelity During Scale-up of Evidence-Based Interventions.

Katie Massey Combs, Pamela R Buckley, Marion Amanda Lain, Karen M Drewelow, Grace Urano, Suzanne E U Kerns

Open access · hybridAbstract read
In one paragraph

Article in Prevention science : the official journal of the Society for Prevention Research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
6.4field-weighted citation impact, top 3% 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

8 citing papers in PubMed, 25 citations in OpenAlex.

  1. Trial
  2. A Multicomponent Preventive Intervention in the Early Elementary Years: A Look at Academic and Social Adjustment Outcomes.Prevention science : the official journal of the Society for Prevention Research · 2025
    Trial
  3. Trial
  4. Article
  5. Article
  6. Article
  7. Examining the Role of Student Responsiveness in Treatment Effects of a Tier 2 Program Targeting Reductions in Problem Behavior.Prevention science : the official journal of the Society for Prevention Research · 2023
    Article
  8. Moving Toward Transparent, Open, and Reproducible Prevention Science: Introduction to the Special Issue.Prevention science : the official journal of the Society for Prevention Research · 2022
    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

6 authors at 3 institutions in 1 country.

Katie Massey CombsInstitute of Behavioral Science, University of Colorado Boulder, 1440 15th St, Boulder, CO, 80309, USA. katie.combs@colorado.edu.ORCID 0000-0002-1485-7027
Pamela R BuckleyInstitute of Behavioral Science, University of Colorado Boulder, 1440 15th St, Boulder, CO, 80309, USA.ORCID 0000-0002-8268-3524
Marion Amanda LainInstitute of Behavioral Science, University of Colorado Boulder, 1440 15th St, Boulder, CO, 80309, USA.ORCID 0000-0002-8171-1829
Karen M DrewelowInstitute of Behavioral Science, University of Colorado Boulder, 1440 15th St, Boulder, CO, 80309, USA.ORCID 0000-0003-1516-174X
Grace UranoDepartment of Anthropology, University of California San Diego, La Jolla, CA, 92092, USA.
Suzanne E U KernsGraduate School of Social Work, University of Denver, Denver, CO, 80208, USA.ORCID 0000-0003-4462-6817
University of Colorado Boulder · USUniversity of California San Diego · USUniversity of Denver · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As evidence-based interventions (EBIs) become more widely disseminated, fidelity of implementation (FOI) often wanes. This study explores the association between FOI and malleable variables within classrooms that could be targeted to optimize resources without compromising FOI as school-based EBIs are disseminated across real-world settings. We utilized process evaluation data from a national dissemination project of the Botvin LifeSkills Training (LST) middle school program, a universal prevention intervention shown to reduce substance use. The sample included 1,626 teachers in 371 schools across 14 states. Hierarchical linear models examined the relationship between observational measures of implementation factors and three domains of fidelity (e.g., adherence, student responsiveness, and quality of delivery). Findings suggest that curriculum modifications, student misbehavior, and shortage of time to implement the LST middle school program were factors most associated with lower FOI. Class size, access to program materials, and whether LST was delivered in a traditional classroom setting that is well-suited for instruction (versus in a less structured environment such as the school cafeteria) are less predictive. In scale-up of classroom-based universal interventions targeting behavioral health outcomes, our findings indicate that carefully vetting modifications, supporting classroom management strategies, and ensuring sufficient class time for implementation of highly interactive EBIs such as LST are important considerations. Since changes to EBIs are inevitable, efforts are needed to guide facilitators in making adjustments that improve program fit without compromising the essential intervention activities deemed necessary to produce desired outcomes.

Indexed as

SchoolsSubstance-Related DisordersCurriculumEvidence-Based MedicineHumansProgram EvaluationSchool Health ServicesStudentsCurriculumEvidence-based interventionFidelity of implementationLikeSkills TrainingSchool

Identifiers

PMID35486297
PMCPMC9343275
OpenAlexW4225130261

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.