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Predicting Repeated Sexual Behavior Problems Among Youth: A Hierarchically Optimal Classification Tree Analysis, David J. Morgan

Dissertations

This study examined characteristics of youth with sexual behavior problems (N = 251) followed over approximately two years and applied Classification Tree Analysis (CTA) via Optimal Data Analysis (ODA) to produce a hierarchically optimal classification model to predict recurrence of SBP over time. This study was designed to address problems with clinical judgment leading to inaccurate diagnosis and in some cases, incorrect treatment or placement of the youth by ascertaining if an actuarial model designed to optimize classification accuracy might be more helpful in directing diagnosis and treatment for these youth. Results suggest initial event severity influences the potential for …