Abstract
Patient-focused research methods have been used in adult mental health treatment to improve outcomes by tracking individual treatment response and comparing it with expected recovery patterns. One such approach has used rationally- and empirically-derived methods to analyze data from the OQ-45 and identify patients who are not responding as expected to treatment. Treatment is then adjusted, improving outcomes and lowering overall costs.
Similar but less extensive research has shown analogous methods can be used with children and adolescents. This would be particularly useful in residential treatment, which is an expensive and inadequately researched approach. This study used archival data gathered according to routine clinical procedures to compare the accuracy of a rationally-derived method (RDM) and an empirically-derived method (EDM) in predicting treatment failure on the basis of YOQ scores for 812 children and adolescents in residential treatment.
Both methods were found to predict treatment failure more accurately than would be expected by chance. Performance of the methods was roughly similar to the observations of previous OQ-45 and YOQ studies. The RDM generated more indiscriminate predictions of treatment failure, earlier in treatment, while the EDM was more selective in its predictions, which typically occurred slightly later in treatment. Overall, the EDM was most accurate, but it is recommended that joint use of the methods as a two-stage warning system be considered, as this would maximize the strengths and minimize the weaknesses of each method.
The use of data from YOQs completed by various respondents was also examined. Combined data from multiple respondents, such as parents, clinicians, and house counselors, generated outcome predictions that were just as accurate as those made using single-respondent data. For this sample, it was found that self-report YOQ data evaluated independently of other-report data also generated usefully accurate outcome predictions.
Finally, inclusion of participants with only 2 YOQs available for analysis was found to significantly inflate method accuracy. It is recommended that future studies use only participants with 3 or more YOQs. Omission of the final YOQ from the prediction pool may also be advisable, although this did not significantly alter method accuracy in the current study.
LLU Discipline
Clinical Psychology
Department
Clinical Psychology
School
Graduate Studies
First Advisor
David A. Vermeersch
Second Advisor
Adam L. Aréchiga
Third Advisor
Kendal Boyd
Fourth Advisor
John Okiishi
Fifth Advisor
Jason E. Owen
Degree Name
Doctor of Philosophy (PhD)
Year Degree Awarded
2009
Date (Title Page)
9-2009
Language
English
Library of Congress/MESH Subject Headings
Residential Treatment; Psychotherapy -- methods; Patient Participation -- psychology; Evidence-Based Practice; Treatment Failure; Data Collection; Comparative Study; Analysis of Variance; Empirical Research; Outcome and Process Assessment (Health Care)
Type
Dissertation
Page Count
xiii; 181
Digital Format
Digital Publisher
Loma Linda University Libraries
Copyright
Author
Usage Rights
This title appears here courtesy of the author, who has granted Loma Linda University a limited, non-exclusive right to make this publication available to the public. The author retains all other copyrights.
Recommended Citation
Grattan, Jennifer Pester, "Comparison of Rationally-Derived and Empirically-Derived Methods for Predicting Failure in Residential Treatment" (2009). Loma Linda University Electronic Theses, Dissertations & Projects. 2593.
https://scholarsrepository.llu.edu/etd/2593
Collection
Loma Linda University Electronic Theses and Dissertations
Collection Website
http://scholarsrepository.llu.edu/etd/
Repository
Loma Linda University. Del E. Webb Memorial Library. University Archives
Included in
Clinical Psychology Commons, Experimental Analysis of Behavior Commons, Institutional and Historical Commons, Psychoanalysis and Psychotherapy Commons, Quantitative Psychology Commons