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I. Data Management & Proven Data Governance Practices
This section of the NCAC was charged with (1) the identification of jurisdictions with successful examples of data sharing and management, and (2) the development of practical templates of data governance structure. Here you will find use cases, definitions and graphical representations of various agreements (ex: MOU, MOA, etc.), and a list of barriers to data sharing with proposed mitigation strategies.
II. Privacy & Confidentiality Impact on Data Sharing
This section of the NCAC was charged with identifying or developing practical tools for states/localities to assist in making the legal case for data sharing (and consent). Here you will find a resource compendium of consent agreements and data sharing statutes, and an FAQ and resource collection for data governance.
Models & Resources for Data Exchange
Data Governance Practices & FAQ
Inventory of Statutes Concerning Data Sharing
III. Predictive Analytics & Modeling
This section of the NCAC was charged with developing case studies on current and cross-usage by states/localities of predictive analytics. Here you will find an introduction to predictive analytics, and five case studies from states all along the “analytics curve” – presenting their work and lessons learned.
Introduction & Acknowledgement
What is Predictive Analytics?
Common Themes Across Case Studies in the Use of Analytics
Summaries of 5 Case Studies
Appendix – Complete Case Studies
Maryland: Innovative Integrated Case Management in Health and Human Services: The Montgomery County, MD Experience
Michigan: Coordinating Care in Michigan by Using Analytics and Integrating Behavioral Health, Physical Health and Human Services Data – CareConnect 360
Tennessee: Division of TennCare: Data & Analytics Case Study
Tennessee: Performance-Based Contracting in Tennessee’s Foster Care System
Washington State:Bringing Together Innovative Care and Prescriptive Analytics: The Puget Sound Regional Fire Authority
This Guide is composed of "living documents" that may frequently be updated. If you have any comments, questions, or updates to share, please contact Christina Becker at firstname.lastname@example.org.
Analytics in Human Services: Tools and Perspectives from the Field
Including an overview of APHSA’s National Collaborative Analytics Committee tools
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