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Predicting change for individual psychotherapy clients based on their nearest neighbors

Lutz, Wolfgang, Leach, Chris, Barkham, Michael, Lucock, Mike, Stiles, William B., Evans, Chris, Noble, Rachael and Iveson, Steve (2005) Predicting change for individual psychotherapy clients based on their nearest neighbors. Journal of consulting and clinical psychology, 73 (5). pp. 904-913. ISSN 0022-006X

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Abstract

This study extended client-focused research by using the nearest neighbor (NN) approach, a client-specific sampling and prediction strategy derived from research on alpine avalanches. Psychotherapy clients (N = 203) seen in routine practice settings in the United Kingdom completed a battery of intake measures and then completed symptom intensity ratings before each session. Forecasts of each client's rate of change and session-by-session variability were computed on the basis of that client's NNs (n = 10-50 in different comparisons). Alternative forecasts used linear or log-linear slopes and were compared with an alternative prediction strategy. Results showed that the NN approach was superior to the alternative model in predicting rate of change, though the advantage was less clear for predicting variability. (PsycINFO Database Record (c) 2009 APA, all rights reserved)

Item Type: Article
Subjects: R Medicine > RZ Other systems of medicine
Schools: School of Human and Health Sciences
School of Human and Health Sciences > Centre for Applied Psychological Research
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Depositing User: Cherry Edmunds
Date Deposited: 06 Aug 2009 15:11
Last Modified: 21 Dec 2010 15:34
URI: http://eprints.hud.ac.uk/id/eprint/5366

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