Evidence map›Paper›PMID 40986819›Full record

ArticleTranslational behavioral medicine2025

Using the behavior change technique ontology to characterize the content of implementation strategies: a secondary analysis of 151 trials targeting evidence-based nursing practice.

Charlene Weight, Rachael Laritz, Simonne E Collins, Meagan Mooney, Billy Vinette, Sonia A Castiglione, Nicola Straiton, Gabrielle Chicoine, Shuang Liang, Kristin Konnyu and 12 more

Abstract read
In one paragraph

Article in Translational behavioral medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 2 pooled it
–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

3 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Review
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

22 authors.

Charlene WeightIngram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada.
Rachael LaritzCentre for Nursing Research, Sir Mortimer B. Davis Jewish General Hospital, CIUSSS West-Central Montreal, Montréal, QC, Canada.
Simonne E CollinsIWK Health, Halifax, NS, Canada.
Meagan MooneyIngram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada.
Billy VinetteFaculty of Nursing, Université de Montréal, Montréal, QC, Canada.
Sonia A CastiglioneIngram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada.
Nicola StraitonNursing Research Institute, St Vincent's Health Network Sydney, St Vincent's Hospital Melbourne and the Australian Catholic University, Darlinghurst, NSW, Australia.ORCID 0000-0002-5013-0159
Gabrielle ChicoineKnowledge Translation Program, Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada.
Shuang LiangSchool of Population Health, UNSW Sydney, Kensington, NSW, Australia.
Kristin KonnyuAberdeen Centre for Evaluation, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, United Kingdom.ORCID 0000-0002-8476-0394
Marie-Pierre GagnonCHU de Québec-Université Laval Research Centre, Québec City, QC, Canada.
Sonia SemenicIngram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada.
Sandy MiddletonNursing Research Institute, St Vincent's Health Network Sydney, St Vincent's Hospital Melbourne and the Australian Catholic University, Darlinghurst, NSW, Australia.
Natalie TaylorSchool of Population Health, UNSW Sydney, Kensington, NSW, Australia.ORCID 0000-0002-0280-0883
Vasiliki Bessy BitzasSir Mortimer B. Davis Jewish General Hospital, CIUSSS West-Central Montreal, Montréal, QC, Canada.
Nathalie FolchCentre hospitalier de l'Université de Montréal, Montréal, QC, Canada.
Brigitte VachonÉcole de réadaptation, Université de Montréal, Montréal, QC, Canada.
Geneviève RouleauDépartement des sciences infirmières, Université du Québec en Outaouais, Québec, Canada.
Andrea PateyIWK Health, Halifax, NS, Canada.
Nicola McClearyChild Health Evaluative Sciences Program, SickKids Research Institute, Toronto, Ontario, Canada.
Joshua Porat-DahlerbruchDepartment of Acute and Tertiary Care, School of Nursing, University of Pittsburgh, Pittsburgh, PA, Canada.ORCID 0000-0002-8273-9399
Guillaume FontaineIngram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, Montréal, QC, Canada.ORCID 0000-0002-7806-814X

Funding

Quebec Health Research Fund (FRQ-S)Quebec Network on Nursing Intervention Research (RRISIQ) 347409
6 · The paper itself

Abstract

backgroundImplementation strategies are essential for translating evidence into routine clinical practice. Their effectiveness depends on specifying and deploying behavior change techniques (BCTs): observable, irreducible components that target determinants of clinician behavior. The Behavior Change Technique Ontology (BCTO) standardizes the identification and labeling of BCTs, yet it has been applied only sparingly in implementation research to date. PURPOSE: To characterize the nature and extent of BCTs explicitly reported or retrospectively identified in implementation trials that targeted evidence-based nursing practice.

methodsIn this secondary analysis of a prior systematic review, we coded BCTs across 151 implementation trials with a manual derived from the 281-item BCTO. One to two coders per study applied coding rules in NVivo; disagreements were resolved by consensus. Feasibility indicators included coder certainty ("Definitely" vs "Probably" present) and the need for extra coding rules.

resultsTrials contained 907 BCT instances: 857 in intervention arms, 50 in controls. We identified 100 of the BCTO's 281 techniques (35.6%), spanning 17 of its 20 parent groups. Intervention arms featured a median of four BCT instances (IQR 3-7) and four unique BCTs (IQR 3-5). The five most common BCTs were Instruct how to perform behavior (n = 273), Arrange informational support (n = 127), Deliver informational support (n = 83), Demonstrate behavior (n = 62), and Practice behavior (n = 43). Only 37% of BCT instances were coded with high certainty, and 17 supplementary decision rules were required for consistent coding.

conclusionsImplementation strategies targeting nursing practice rely on instructional and informational BCTs, with limited use of goal-directed, feedback-intensive or context-altering techniques that could enhance impact. CLINICAL TRIAL INFORMATION: The Clinical Trials Registration PROSPERO CRD42019130446.

Indexed as

Behavior TherapyEvidence-Based NursingHumansImplementation Sciencebehavior changehealthcare professionalsimplementation practiceimplementation researchimplementation scienceknowledge translationnursesquality improvement

Identifiers

PMID40986819
PMCPMC12456733

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.