Evidence map›Paper›PMID 40375304›Full record

ArticleImplementation science communications2025

The Consolidated Approach to Intervention Adaptation (CLARION): Developing and undertaking an empirically and theoretically driven intervention adaptation.

Lydia Ould Brahim, Sylvie D Lambert, Nancy Feeley, Jane McCusker, Dan Bilsker, Mark J Yaffe, Rosetta Antonacci, Stephanie Robins, John William Kayser, Christine Genest and 3 more

Abstract read
In one paragraph

Article in Implementation science communications, 2025. 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
–field-weighted citation impact
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.

  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

13 authors.

Lydia Ould BrahimIngram School of Nursing, McGill University, 680 Rue Sherbrooke O #1800, Montréal, QC, H3A 2M7, Canada. lydia.ouldbrahim@mail.mcgill.ca.ORCID http://orcid.org/0000-0003-1638-4953
Sylvie D LambertIngram School of Nursing, McGill University, 680 Rue Sherbrooke O #1800, Montréal, QC, H3A 2M7, Canada.
Nancy FeeleyIngram School of Nursing, McGill University, 680 Rue Sherbrooke O #1800, Montréal, QC, H3A 2M7, Canada.
Jane McCuskerEpidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Canada.
Dan BilskerDepartment of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, Canada.
Mark J YaffeSt. Mary's Research Centre, Montreal, Canada.
Rosetta AntonacciIngram School of Nursing, McGill University, 680 Rue Sherbrooke O #1800, Montréal, QC, H3A 2M7, Canada.
Stephanie RobinsDepartment of Nursing, Université du Québec en Outaouais, St-Jérôme, Canada.
John William KayserSt. Mary's Research Centre, Montreal, Canada.
Christine GenestFaculty of Nursing Sciences, Université de Montréal, Montréal, QC, Canada.
Haida ParaskevopoulosSt-Mary's Hospital of the CIUSSS du Centre-Ouest-de-L'Île-de-Montréal, Montreal, Quebec, Canada.
Jessica Blair, 6915 rue St-Denis, Montreal, H2S 2S3, Canada.
Andrea LaiznerIngram School of Nursing, McGill University, 680 Rue Sherbrooke O #1800, Montréal, QC, H3A 2M7, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIntervention adaptation, the deliberate modification of the design or delivery of interventions to a new context, is more resource efficient than de novo development. However, adaptation must be approached methodically, as some modifications, such as those to the core components, may compromise the intervention's initial efficacy. While adaptation frameworks have been published, none have been identified as more likely to result in successful adaptations. Further, frameworks lack the step-by-step details needed for operationalization. Therefore, the goal of this paper is to share our experience in addressing these methodological limitations in intervention adaptation. The objectives were to describe: 1) our development of a step-by-step, theoretically and empirically driven approach to intervention adaptation labelled the ConsoLidated AppRoach to Intervention adaptatiON (CLARION), 2) the application of CLARION in adapting a depression self-management intervention, 3) the facilitators and challenges encountered when using CLARION.

methodsThe development of CLARION was informed by the Medical Research Council guidance, the Method for Program Adaptation through Community Engagement (M-PACE), and a published scoping review identifying the key steps in existing adaptation frameworks. M-PACE was selected for its patient-oriented research principles, its application to a similar complex intervention, and for offering some of the specificity needed for execution. However, the scoping review indicated that M-PACE lacked three critical steps: selecting a candidate intervention, understanding its core components, and pre-testing the adapted intervention. These were added to form CLARION, which was structured in two stages: the first involves selecting an intervention, identifying core components, and deciding on modifications; the second stage solicits interest stakeholder feedback to assess the acceptability of the preliminary adapted intervention (pre-test).

resultsOnce CLARION was developed, it was put into action to adapt a depression self-management intervention. CLARION demonstrated several strengths: 1) clearly articulating core components before deciding on modifications, 2) mobilizing a diverse steering committee of experts, including patient partners and developers of the original intervention, which balanced input and efficiency, and 3) establishing committee decision-making rules prior to adjudication (specific criteria and 75% supermajority). Key challenges included defining the types of modifications requiring committee input, determining the extent of the committee's involvement, and prioritizing the presence of all committee members at meetings to avoid difficulties integrating incongruent feedback.

conclusionsThe development of CLARION contributes to best practices for intervention adaptation by identifying step-by-step guidance as well as facilitators and barriers to its application.

Indexed as

Chronic diseaseDepressionIntervention adaptationIntervention researchResearch design

Identifiers

PMID40375304
PMCPMC12083050

What Socratic 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 Socratic graph.