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Decision making in child protective services: a risky business?
Michael J Camasso1, Radha Jagannathan
1Department of Agricultural, Food & Resource Economics, Rutgers University, 55 Dudley Road, New Brunswick, NJ, USA.
Child Protective Services (CPS) faces criticism for detrimental decisions. Improving risk assessment strategies, including receiver operating characteristic (ROC) curve technology, can enhance decision-making accuracy and child safety.
Area of Science:
- Social Work
- Public Policy
- Child Welfare Studies
Background:
- Child Protective Services (CPS) in the U.S. faces significant public and political criticism.
- Concerns exist regarding CPS decisions perceived as harmful to children and families, leading to lawsuits and restructuring calls.
- Current CPS risk assessment strategies are often criticized for reliability and validity issues.
Purpose of the Study:
- To examine the reliability and validity challenges in current Child Protective Services risk assessment.
- To explore potential improvements in risk assessment strategies for enhanced hazard evaluation.
- To discuss the application of receiver operating characteristic (ROC) curve technology for improving predictive validity.
Main Methods:
- Review of existing literature on CPS decision-making and risk assessment.
- Analysis of reliability and validity issues in current risk assessment tools.
- Exploration of receiver operating characteristic (ROC) curve technology as a potential enhancement.
Main Results:
- Current CPS risk assessment tools exhibit significant reliability and validity problems.
- Receiver operating characteristic (ROC) curve technology shows promise for improving predictive accuracy.
- Enhanced understanding of threat potentials and exposure likelihoods is crucial for better decision-making.
Conclusions:
- Addressing reliability and validity issues in CPS risk assessment is critical for child welfare.
- Implementing advanced analytical tools like ROC curves can significantly improve predictive validity.
- Systemic improvements in risk assessment are necessary to mitigate detrimental decisions and enhance child safety.
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