Organizations must strive to improve the quality of data collected to ensure accurate analyses and reports of services provided to—as well as outcomes for—children, youth, and families. The following resources discuss strategies for improving the collection and use of high-quality data.
The Art and Science of Managing and Summarizing the Available Research
In Finding and Evaluating Evidence: Systematic Reviews and Evidence-Based Practice
Bronson & Davis (2012)
Provides tips and strategies for managing the data for a systematic review and strategies for extracting the information from the studies.
Guide to an AFCARS Assessment Review
Children's Bureau (5th ed.) (2012)
Helps State child welfare program and system staff learn more about the AFCARS Assessment Review process, including information on AFCARS requirements, data element standards, and data collection processes. States may also use the guide as a self-assessment tool.
The Total Cost of Ownership Analysis Calculator
Capacity Building Center for States (2016)
Guides public child welfare agencies in conducting a 5-year total cost of ownership analysis.
Using Administrative Records to Evaluate the Accuracy of Child Abuse Reports in a National Survey of Child Abuse and Neglect (PDF - 61 KB)
Smith, Biemer, Dowd, & Chiflikyan (2007)
Examines caseworker-provided data about recurring reports (re-reports) of child abuse and neglect, and discusses potential factors involved in data collection that may cause incomplete data.
Using Data in Multi-Agency Collaborations: Guiding Performance to Ensure Accountability and Improve Programs (PDF - 353 KB)
Public/Private Ventures & Child Trends (2012)
Provides a step-by-step guide to launching a multi-agency data system and making the system work by ensuring partners collect accurate and complete information, analyzing and acting on data to strengthen programming, and sustaining the data collection system over time.
The Well-Being of America's Children: Developing and Improving the Child and Youth Well-Being Index
Discusses the creation of the Foundation for Child Development (FCD) Index of Child and Youth Well-Being (CWI), explores its origins, context, and objectives, and describes methodological issues involved in the construction of composite quality-of-life indices. This text also addresses Federal and State policies impacting children, strategies for improving the connection between the index of child and youth well-being and public policy, and recommendations for promoting child well-being in Federal policy.
White Paper: The Value of Real-Time Data in Human Service Delivery (PDF - 504 KB)
Explores the impact of manual data collection and disjointed systems on the delivery of human services and discusses how integrated voice and data mobile computers can improve caseworker productivity, agency efficiency, and cross-agency collaboration by providing the data needed for faster decision-making and more customized services.