Abstract
Recent studies of adult mental health treatment have used patient-focused research methods to improve outcomes, by tracking treatment response and comparing it with expected recovery patterns. One such line of research has used rationally-derived and empirically-derived methods to analyze data gathered by the OQ-45 and identify patients who are not responding as expected to treatment. This allows for adjustment of treatment, which results in improved outcomes and lower overall costs.
Similar but less extensive research has provided evidence that these approaches may also improve outcomes in outpatient treatment for children and adolescents. These approaches might be particularly useful in residential treatment settings, which are one of the more risky and expensive forms of treatment for this population, but the research on this is minimal. This study evaluated the ability of a relatively well-researched rationally-derived method to predict treatment failure on the basis of YOQ scores for children and adolescents in residential treatment.
Of particular interest was the ability of this method to identify which residents were at the greatest risk of not responding to or worsening from residential treatment. The purpose of early identification is to provide an opportunity to improve or change the treatment approach for those who are not benefiting, and to identify as soon as possible residents who have improved adequately and are no longer in need of residential treatment.
It was found that this method predicted treatment failure at above chance levels of accuracy, with minimal false negatives. This method was particularly accurate in its predictions for those at the negative polarity of treatment outcome. Patients who were identified by this method as potential treatment failures were significantly (p < .001) more likely to have a negative treatment outcome than patients who were not identified.
This study provides evidence that the rationally-derived method would likely be useful in a residential treatment setting, to help optimize use of the limited available funding by predicting which patients are at the greatest risk of failing or not responding to treatment, as well as by identifying patients who have responded appropriately to treatment and are ready for discharge.
LLU Discipline
Experimental Psychology
Department
Psychology
School
School of Science and Technology
First Advisor
David A. Vermeersch
Second Advisor
Kendal Boyd
Third Advisor
Jason E. Owen
Degree Name
Master of Arts (MA)
Degree Level
M.A.
Year Degree Awarded
2009
Date (Title Page)
6-2009
Language
English
Library of Congress/MESH Subject Headings
Residential Treatment; Psychotherapy -- methods; Patient Participation -- psychology; Evidence-Based Practice; Treatment Failure; Data Collection; Program Evalpic; Analysis of Variance; Outcomeuation -- methods; Evaluation Studies as To and Process Assessment (Health Care)
Type
Thesis
Page Count
xi; 85
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, "Accuracy of a Rationally-Derived Method for Predicting Failure in Residential Treatment" (2009). Loma Linda University Electronic Theses, Dissertations & Projects. 2594.
https://scholarsrepository.llu.edu/etd/2594
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
Experimental Analysis of Behavior Commons, Psychoanalysis and Psychotherapy Commons, Quantitative Psychology Commons