Measurement-based and data-informed psychological therapy

W Lutz, B Schwartz, J Delgadillo - Annual Review of Clinical …, 2022 - annualreviews.org
Outcome measurement in the field of psychotherapy has developed considerably in the last
decade. This review discusses key issues related to outcome measurement, modeling, and …

[HTML][HTML] Treatment of posttraumatic stress disorder: a state-of-the-art review

L Burback, S Brémault-Phillips, MJ Nijdam… - Current …, 2024 - ncbi.nlm.nih.gov
This narrative state-of-the-art review paper describes the progress in the understanding and
treatment of Posttraumatic Stress Disorder (PTSD). Over the last four decades, the scientific …

Efficacy of personalized psychological interventions: A systematic review and meta-analysis.

A Nye, J Delgadillo, M Barkham - Journal of Consulting and …, 2023 - psycnet.apa.org
Objective: To evaluate the efficacy of different approaches to personalization in
psychological therapy. Method: This was a systematic review and meta-analysis of …

[HTML][HTML] Can we predict who will benefit from cognitive-behavioural therapy? A systematic review and meta-analysis of machine learning studies

S Vieira, X Liang, R Guiomar, A Mechelli - Clinical Psychology Review, 2022 - Elsevier
Cognitive-behavioural therapy (CBT) is the first line of treatment for several mental health
disorders. However, not all patients show clinical improvements after receiving CBT …

[HTML][HTML] Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward

AK Deisenhofer, M Barkham, ET Beierl… - Behaviour research and …, 2024 - Elsevier
Personalization of psychological therapies has always been used by clinicians and
describes all efforts to select, adjust, or modify a treatment for the individual to improve …

Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation

EC Stade, SW Stirman, LH Ungar, CL Boland… - NPJ Mental Health …, 2024 - nature.com
Large language models (LLMs) such as Open AI's GPT-4 (which power ChatGPT) and
Google's Gemini, built on artificial intelligence, hold immense potential to support, augment …

Toward staging differentiation for posttraumatic stress disorder treatment

MJ Nijdam, E Vermetten… - Acta Psychiatrica …, 2023 - Wiley Online Library
Objectives Several medical and psychiatric disorders have stage‐based treatment decision‐
making methods. However, international treatment guidelines for posttraumatic stress …

A meta‐analytic review of the effectiveness of psychological treatment of functional/dissociative seizures on non‐seizure outcomes in adults

C Gaskell, N Power, B Novakova… - …, 2023 - Wiley Online Library
Psychological therapies are considered the treatment of choice for functional/dissociative
seizures (FDSs). Although most previous studies have focused on seizure persistence or …

A systematic meta-review of patient-level predictors of psychological therapy outcome in major depressive disorder

M Tanguay-Sela, C Rollins, T Perez, V Qiang… - Journal of affective …, 2022 - Elsevier
Background Psychological therapies are effective for treating major depressive disorder, but
current clinical guidelines do not provide guidance on the personalization of treatment …

Routine outcome monitoring and clinical feedback in psychotherapy: Recent advances and future directions

AA McAleavey, K de Jong, HA Nissen-Lie… - … and Policy in Mental …, 2024 - Springer
In the past decade, there has been an increase in research related to the routine collection
and active use of standardized patient data in psychotherapy. Research has increasingly …