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Table of Contents
Chapter 1. Introduction and Volume Overview
Chapter 2. Leveraging Administrative Data to Understand the Scope and Impact of Maltreatment
Chapter 3. Using Harmonized Multisystem Data to Examine Experiences of Child Welfare-Involved Children, Youth, and Families
Chapter 4. Innovative Uses for Geographical and Spatial Data Using Linked Child Welfare Datasets
Chapter 5. How the NCANDS and AFCARS Can Provide Insight into Linked Administrative Data
Chapter 6. Challenges in the Use of Predictive Risk Modeling and Predictive Analytics in Child Welfare
Chapter 7. Integrating Data to Foster Child Safety and Well-Being
Chapter 8. Housing Insecurity in Child Welfare: Designing Fair and Efficient Data-Driven Responses
Chapter 9. Integrating Child Welfare and Medicaid Data to Identify and Predict Superutilization of Services for Youth in Foster Care
Chapter 10. Strengths and Limitations of Administrative Data to Inform Services and Intervention Research
Chapter 11. How Integrated Data Helps Identify Impact and Opportunity to Intervene with Children and Families
Chapter 12. Prospects and Challenges for Big Data, Big Science, and the Evolution of Integrated Administrative Data
Chapter 13. Conclusion and Panel Discussion.
Chapter 2. Leveraging Administrative Data to Understand the Scope and Impact of Maltreatment
Chapter 3. Using Harmonized Multisystem Data to Examine Experiences of Child Welfare-Involved Children, Youth, and Families
Chapter 4. Innovative Uses for Geographical and Spatial Data Using Linked Child Welfare Datasets
Chapter 5. How the NCANDS and AFCARS Can Provide Insight into Linked Administrative Data
Chapter 6. Challenges in the Use of Predictive Risk Modeling and Predictive Analytics in Child Welfare
Chapter 7. Integrating Data to Foster Child Safety and Well-Being
Chapter 8. Housing Insecurity in Child Welfare: Designing Fair and Efficient Data-Driven Responses
Chapter 9. Integrating Child Welfare and Medicaid Data to Identify and Predict Superutilization of Services for Youth in Foster Care
Chapter 10. Strengths and Limitations of Administrative Data to Inform Services and Intervention Research
Chapter 11. How Integrated Data Helps Identify Impact and Opportunity to Intervene with Children and Families
Chapter 12. Prospects and Challenges for Big Data, Big Science, and the Evolution of Integrated Administrative Data
Chapter 13. Conclusion and Panel Discussion.