A practical guide to analytics for governments : using big data for good

A practical guide to analytics for governments using big data for good

Detalles Bibliográficos
Otros Autores: Lowman, Marie , author (author), Lowman, Marie, editor (editor)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Hoboken, New Jersey : Wiley 2017.
Edición:1st ed
Colección:Wiley and SAS business series.
THEi Wiley ebooks.
Materias:
Public administration > Statistical methods.
Public administration > Data processing.
Big data.
Data mining.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009849103606719
Tabla de Contenidos:
  • Cover
  • Title Page
  • Copyright
  • Contents
  • Foreword
  • Acknowledgments
  • Chapter 1 Introduction
  • Child Welfare
  • Education
  • Healthcare
  • Prescription Drug Abuse
  • Criminal Justice and Public Safety
  • Smart Cities
  • Transportation
  • Fraud, Waste, and Abuse
  • Establishing a Center of Analytics
  • Chapter 2 Child Well-Being
  • Introduction
  • Data-Driven Culture
  • Data Sharing
  • Data Quality
  • Assessing Risk
  • Addressing the Perceived Limits of Analytics Pertaining to Assessing Risk
  • Impact on Workforce
  • Notes
  • Chapter 3 Education
  • Introduction
  • Build Your Engine-Build the Education Data System Infrastructure
  • Use the Dashboard to Measure What Matters Most-Student Learning Growth
  • Use the Navigation System to Guide Education Policy
  • Look through the Windshield with Predictive Analytics
  • Drive the Car and Use the Data
  • Notes
  • Chapter 4 Healthcare
  • Role of the Government
  • Zika Virus
  • The Challenge
  • Population Health
  • Medicaid Management
  • A Team Effort
  • Value-Based Care
  • Inclusive
  • Risk Adjustment
  • Episodic Association
  • Cost Components
  • Cost Allocation
  • Prescriptive Analytics
  • Conclusion
  • Notes
  • Chapter 5 Prescription Drug Abuse
  • Introduction
  • National Initiatives
  • Prescription Drug Monitoring Programs
  • Advanced Analytics
  • Health Outcomes
  • Notes
  • Chapter 6 Criminal Justice and Public Safety
  • Improving Data Access and Data Quality
  • Access to Data
  • Data Preparation
  • Entity Resolution
  • North Carolina CJLEADS
  • Analytics throughout the Justice and Public Safety System
  • Analytics in Juvenile Justice
  • Oregon Youth Authority
  • Analytics in Adult Offender System
  • Florida Department of Corrections
  • Analytics in Investigations
  • Conclusion
  • Notes
  • Chapter 7 Brilliant Analytics for Smart Cities
  • Smart Cities
  • Technologies in Smart City Solutions.
  • IoT and Telecommunications
  • IoT
  • Social Media
  • Cloud-Based Computing and Data Storage
  • Data Management
  • Analytics
  • Analytics for Large Volumes of Data
  • Analytics for Data Received at a Rapid Clip
  • Analytics for Unstructured Data
  • Analytics for Complex Issues
  • Analytics for Transparency
  • Implementing Analytics
  • Notes
  • Chapter 8 Transportation
  • Connected and Autonomous Vehicles (CAVs)
  • The Role of Data and Analytics
  • Benefits of Connected and Autonomous Vehicles
  • National Focus on Adoption of Performance Measures
  • Safety Performance Measures
  • System Performance Measures
  • The Role of Data and Analytics
  • Benefits of Transportation Performance Management and Improved Measures
  • Notes
  • Chapter 9 Fraud, Waste, and Abuse
  • Healthcare
  • Tax and the Underground Economy
  • Benefits Programs
  • Recommendations
  • Notes
  • Chapter 10 Center of Analytics
  • Why a Center of Analytics?
  • What Makes a Center of Analytics?
  • Mindset
  • People
  • Process
  • Technology
  • Building a Center of Analytics?
  • Notes
  • Appendix
  • Index
  • EULA.

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