Application of Causal Forest Model to Examine Treatment Effect Heterogeneity in Substance Use Disorder Psychosocial Treatments

Application of Causal Forest Model to Examine Treatment Effect Heterogeneity in Substance Use Disorder Psychosocial Treatments

ABSTRACT Objectives Heterogeneity of treatment effect (HTE) is a concern in substance use disorder (SUD) treatments but has not been rigorously examined. This exploratory study applied a causal forest approach to examine HTE in psychosocial SUD treatments, considering multiple covariates simultaneou...

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Bibliographic Details
Main Authors: Ryoko Susukida, Masoumeh Amin‐Esmaeili, Elena Badillo‐Goicoechea, Trang Q. Nguyen, Elizabeth A. Stuart, Michael Rosenblum, Kelly E. Dunn, Ramin Mojtabai
Format: Article
Language:English
Published: Wiley 2025-03-01
Series:International Journal of Methods in Psychiatric Research
Subjects:
causal forest
heterogeneity
psychosocial interventions
substance use disorder treatment
treatment effect
Online Access:https://doi.org/10.1002/mpr.70011
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https://doi.org/10.1002/mpr.70011

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