Barkham, M. orcid.org/0000-0003-1687-6376, Saxon, D. orcid.org/0000-0002-9753-8477, Hardy, G.E. orcid.org/0000-0002-9637-815X et al. (2 more authors) (2025) Mapping the relation between trials methodology and practice-based evidence in the real world of smaller effects: Generalizability and research recommendations. Psychotherapy Research. ISSN: 1050-3307
Abstract
Objective
To address the generalizability of results from trials (evidence-based practice) to routine practice (practice-based evidence), focusing on smaller therapist effects and differential treatment effects.
Method
We utilized data from a pragmatic trial comparing cognitive behavioral therapy (CBT) and person-centered experiential therapy (PCET) as well as routine outcome data from all patients in the clinical organization in which the trial was embedded. We constructed four datasets starting with the trial assessment data and progressively extended the inclusion criteria for therapists and patients to the point of capturing the whole routine outcome dataset across the clinical organization. We applied multilevel modeling to datasets to address the stated objectives.
Results
In the trial data, non-significant therapist effects became significant as a function of increasing inclusivity in the routine practice datasets, while non-significant treatment effects favoring PCET in the trial at 6 months came to favor CBT in all routine datasets. In all four datasets, shorter treatments favored PCET (≈ 6–8 sessions) and longer treatments favored CBT.
Conclusion
Embedding trials within routine practice that uses the same outcome measures enables direct tests of trial generalizability. Recommendations enhancing transparency in trial reporting are made to aid generalizability of trial results to routine practice.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2025 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent. |
Keywords: | embedded trials; generalizability; practice-based evidence; routine practice; smaller effect sizes; therapist effects; treatment effects |
Dates: |
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Institution: | The University of Sheffield |
Academic Units: | The University of Sheffield > Faculty of Science (Sheffield) > Department of Psychology (Sheffield) |
Depositing User: | Symplectic Sheffield |
Date Deposited: | 16 Sep 2025 14:55 |
Last Modified: | 16 Sep 2025 14:55 |
Status: | Published online |
Publisher: | Taylor & Francis |
Refereed: | Yes |
Identification Number: | 10.1080/10503307.2025.2541710 |
Related URLs: | |
Sustainable Development Goals: | |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:231676 |