
As an Amazon Associate and affiliate partner, Menrva Books earns from qualifying purchases. Learn more
On the basis of the ROC analysis, the predictive validity of the ODARA appeared to be lower in the cross-validation sample than that in the construction sample. [...] This implementation and evaluation process will allow a direct comparison of the predictive validity of the SARA, the ODARA, or a combination of both, in the subgroup of male abusers who were referred to the treatment program, to see whether the combination of the two tools would improve predictive validity. [...] The area under the ROC curve can be taken as an index for interpreting the overall accuracy of the predictor.28 Because a perfect risk assessment instrument would have a sensitivity and specificity of one, the closer the area under the ROC curve is to unity, the more accurate the instrument is.26 An AUC of 0.50 means that the probability that any randomly selected true recidivist would score highe [...] The AUC of the summary risk ratings was 0.70, indicating that the magnitude of the association between the SARA scores and recidivism was moderate. [...] The ROC analysis was used to compare the predictive validity of the ODARA with three other instruments, the Danger Assessment (DA), the SARA Guide, and the Domestic Violence Supplementary Report (DVSR).
This book investigates the predictive validity of risk assessment tools designed to forecast the likelihood of spousal violence recidivism. The author, Bing Guo, examines the effectiveness of instruments such as the ODARA and SARA, comparing their accuracy in predicting repeat offenses among male abusers referred to treatment programs. The study utilizes ROC analysis to quantify predictive validity, with the area under the curve serving as an index of overall accuracy. Findings suggest a moderate association between SARA scores and recidivism, prompting further exploration into combined tool effectiveness.
This work presents a technical analysis of established risk assessment tools for spousal violence, focusing on their statistical predictive validity. The methodology, centered on ROC analysis and AUC interpretation, indicates a moderate association between SARA scores and recidivism. The research contributes to the ongoing evaluation of instruments used in forensic psychology and criminology for assessing the risk of future violent behavior.
Page Count:
56
Publication Date:
2008-01-01
Publisher:
Institute of Health Economics
ISBN-10:
1997443163
ISBN-13:
9781997443162
No comments yet. Be the first to share your thoughts!