Tait, J. orcid.org/0000-0002-5336-0363, Kellett, S. orcid.org/0000-0001-6034-4495, Saxon, D. orcid.org/0000-0002-9753-8477 et al. (4 more authors) (2024) Individual treatment selection for patients with post-traumatic stress disorder: external validation of a personalised advantage index. Psychotherapy Research. ISSN 1050-3307
Abstract
OBJECTIVE: To test the predictive accuracy and generalisability of a personalised advantage index (PAI) model designed to support treatment selection for Post-Traumatic Stress Disorder (PTSD).
METHOD: A PAI model developed by Deisenhofer et al. (2018) was used to predict treatment outcomes in a statistically independent dataset including archival records for N = 152 patients with PSTD who accessed either trauma-focussed cognitive behavioural therapy or eye movement desensitisation and reprocessing in routine care. Outcomes were compared between patients who received their PAI-indicated optimal treatment versus those who received their suboptimal treatment.
RESULTS: The model did not yield treatment specific predictions and patients who had received their PAI-indicated optimal treatment did not have better treatment outcomes in this external validation sample.
CONCLUSION: This PAI model did not generalise to an external validation sample.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2024 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 License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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: | clinical models; external validity; machine learning; mental health services; posttraumatic stress disorder; psychotherapy |
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: | 18 Jun 2024 15:05 |
Last Modified: | 18 Jun 2024 15:05 |
Status: | Published online |
Publisher: | Informa UK Limited |
Refereed: | Yes |
Identification Number: | 10.1080/10503307.2024.2360449 |
Related URLs: | |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:213567 |