Individual treatment selection for patients with post-traumatic stress disorder: External validation of a personalised advantage index.

clinical models external validity machine learning mental health services posttraumatic stress disorder psychotherapy

Journal

Psychotherapy research : journal of the Society for Psychotherapy Research
ISSN: 1468-4381
Titre abrégé: Psychother Res
Pays: England
ID NLM: 9110958

Informations de publication

Date de publication:
11 Jun 2024
Historique:
medline: 12 6 2024
pubmed: 12 6 2024
entrez: 11 6 2024
Statut: aheadofprint

Résumé

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). A PAI model developed by Deisenhofer et al. (2018) was used to predict treatment outcomes in a statistically independent dataset including archival records for 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. This PAI model did not generalise to an external validation sample.

Identifiants

pubmed: 38862129
doi: 10.1080/10503307.2024.2360449
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1-14

Auteurs

James Tait (J)

School of Psychology, University of Sheffield, ICOSS Building, 219 Portobello, Sheffield, S1 4DP, United Kingdom.

Stephen Kellett (S)

Grounded Research, RDaSH NHS Foundation Trust, Doncaster, United Kingdom.

David Saxon (D)

Clinical and Applied Psychology Unit, School of Psychology, University of Sheffield, Sheffield, United Kingdom.

Anne-Katharina Deisenhofer (AK)

Clinical Psychology and Psychotherapy, Department of Psychology, University of Trier, Trier, Germany.

Wolfgang Lutz (W)

Clinical Psychology and Psychotherapy, Department of Psychology, University of Trier, Trier, Germany.

Michael Barkham (M)

Clinical and Applied Psychology Unit, School of Psychology, University of Sheffield, Sheffield, United Kingdom.

Jaime Delgadillo (J)

Clinical and Applied Psychology Unit, School of Psychology, University of Sheffield, Sheffield, United Kingdom.

Classifications MeSH