A probabilistic and individualized approach for predicting treatment gains: an extension and application to anxiety disordered youth.

Published

Journal Article

The objective of this study was to extend the probability of treatment benefit method by adding treatment condition as a stratifying variable, and illustrate this extension of the methodology using the Child and Adolescent Anxiety Multimodal Study data. The probability of treatment benefit method produces a simple and practical way to predict individualized treatment benefit based on pretreatment patient characteristics. Two pretreatment patient characteristics were selected in the production of the probability of treatment benefit charts: baseline anxiety severity, measured by the Pediatric Anxiety Rating Scale, and treatment condition (cognitive-behavioral therapy, sertraline, their combination, and placebo). We produced two charts as exemplars which provide individualized and probabilistic information for treatment response and outcome to treatments for child anxiety. We discuss the implications of the use of the probability of treatment benefit method, particularly with regard to patient-centered outcomes and individualized decision-making in psychology and psychiatry.

Full Text

Duke Authors

Cited Authors

  • Beidas, RS; Lindhiem, O; Brodman, DM; Swan, A; Carper, M; Cummings, C; Kendall, PC; Albano, AM; Rynn, M; Piacentini, J; McCracken, J; Compton, SN; March, J; Walkup, J; Ginsburg, G; Keeton, CP; Birmaher, B; Sakolsky, D; Sherrill, J

Published Date

  • January 2014

Published In

Volume / Issue

  • 45 / 1

Start / End Page

  • 126 - 136

PubMed ID

  • 24411120

Pubmed Central ID

  • 24411120

Electronic International Standard Serial Number (EISSN)

  • 1878-1888

Digital Object Identifier (DOI)

  • 10.1016/j.beth.2013.05.001

Language

  • eng

Conference Location

  • England