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Healthcare Analytics : Foundations and Frontiers.

By: Contributor(s): Material type: TextTextPublisher: Oxford : Taylor & Francis Group, 2019Copyright date: ©2020Edition: 1st edDescription: 1 online resource (121 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781498755085
Subject(s): Genre/Form: Additional physical formats: Print version:: Healthcare AnalyticsDDC classification:
  • 362.10285
LOC classification:
  • R858 .M855 2020
Online resources:
Contents:
Cover -- Title Page -- Copyright Page -- Contents -- Foreword -- Lisr of Contributors -- Introduction -- 1. Managerial epidemiology: Creating care of health ecosystems -- Introduction -- What is epidemiology? -- What is managerial epidemiology? -- What is an ecosystem of care? -- Social media and its application -- Conclusion -- References -- 2. Healthcare and population data: The building blocks -- Background -- Why risk stratification? -- Overview of risk stratification methods -- Risk stratification: Examples -- Rising risk methodology: Follow-up on 38109 familiar faces -- Use of data -- References -- 3. Trend toward connected data architectures in healthcare -- Balancing cost and performance -- Risk management -- Sharing and connecting data -- Current state of databases in healthcare systems -- Introduction of NoSQL databases -- Summary -- References -- 4. Knowledge management for health data analytics -- Rise of the electronic health record -- Data governance and infrastructure issues -- Importance of data governance and infrastructure -- Analytics beyond statistics -- Feature selection -- Data mining -- Advantages -- Potential issues with data mining -- References -- 5. Geospatial analysis of patients with healthcare utilization for type 2 diabetes mellitus (T2DM): A use case approach -- Introduction -- Burden of the disease -- Research question -- Results -- Discussion -- References -- 6. Futuring: A brief overview of methods and tools -- Statistical regression models -- Delphi survey technique -- Environmental scanning: SWOT analysis -- Scenario analysis -- Conclusion -- References -- 7. Conclusion -- References -- Index.
Summary: This is a comprehensive, practical guide which looks at the advantages and limitations of new data analysis techniques being introduced across public health and administration services.
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Cover -- Title Page -- Copyright Page -- Contents -- Foreword -- Lisr of Contributors -- Introduction -- 1. Managerial epidemiology: Creating care of health ecosystems -- Introduction -- What is epidemiology? -- What is managerial epidemiology? -- What is an ecosystem of care? -- Social media and its application -- Conclusion -- References -- 2. Healthcare and population data: The building blocks -- Background -- Why risk stratification? -- Overview of risk stratification methods -- Risk stratification: Examples -- Rising risk methodology: Follow-up on 38109 familiar faces -- Use of data -- References -- 3. Trend toward connected data architectures in healthcare -- Balancing cost and performance -- Risk management -- Sharing and connecting data -- Current state of databases in healthcare systems -- Introduction of NoSQL databases -- Summary -- References -- 4. Knowledge management for health data analytics -- Rise of the electronic health record -- Data governance and infrastructure issues -- Importance of data governance and infrastructure -- Analytics beyond statistics -- Feature selection -- Data mining -- Advantages -- Potential issues with data mining -- References -- 5. Geospatial analysis of patients with healthcare utilization for type 2 diabetes mellitus (T2DM): A use case approach -- Introduction -- Burden of the disease -- Research question -- Results -- Discussion -- References -- 6. Futuring: A brief overview of methods and tools -- Statistical regression models -- Delphi survey technique -- Environmental scanning: SWOT analysis -- Scenario analysis -- Conclusion -- References -- 7. Conclusion -- References -- Index.

This is a comprehensive, practical guide which looks at the advantages and limitations of new data analysis techniques being introduced across public health and administration services.

Description based on publisher supplied metadata and other sources.

Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.

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