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• Cover
• Title
• Copyright
• Dedication
• Preface
• Book Overview
• Acknowledgments
• CHAPTER 1: Toward Healthcare Improvement Using Analytics
• Healthcare Transformation—Challenges and Opportunities
• The Current State of Healthcare Costs and Quality
• Notes
• CHAPTER 2: Fundamentals of Healthcare Analytics
• How Analytics Can Improve Decision Making
• Analytics, Quality, and Performance
• Applications of Healthcare Analytics
• Components of Healthcare Analytics
• Notes
• CHAPTER 3: Developing an Analytics Strategy to Drive Change
• Purpose of an Analytics Strategy
• Analytics Strategy Framework, with a Focus on Quality/Performance Improvement
• Developing an Analytics Strategy
• Notes
• CHAPTER 4: Defining Healthcare Quality and Value
• What Is Quality?
• Overview of Healthcare QI
• Common QI Frameworks in Healthcare
• Working with QI Methodologies
• Notes
• CHAPTER 5: Data Quality and Governance
• The Need for Effective Data Management
• Data Quality
• Data Governance and Management
• Enterprise-wide Visibility and Opportunity
• Notes
• CHAPTER 6: Working with Data
• Data: The Raw Material of Analytics
• Preparing Data for Analytics
• Getting Started with Analyzing Data
• Summary
• Notes
• CHAPTER 7: Developing and Using Effective Indicators
• Measures, Metrics, and Indicators
• Using Indicators to Guide Healthcare Improvement Activities
• Notes
• CHAPTER 8: Leveraging Analytics in Quality Improvement Activities
• Moving from Analytics Insight to Healthcare Improvement
• Note
• CHAPTER 9: Basic Statistical Methods and Control Chart Principles
• Statistical Methods for Detecting Changes in Quality or Performance
• Graphical Methods for Detecting Changes in Quality or Performance
• Putting It Together
• Notes
• CHAPTER 10: Usability and Presentation of Information
• Presentation and Visualization of Information
• Dashboards for Quality and Performance Improvement
• Providing Accessibility to and Ensuring Usability of–Analytics Systems
• Notes
• CHAPTER 11: Advanced Analytics in Healthcare
• Overview of Advanced Analytics
• Applications of Advanced Analytics
• Developing and Testing Advanced Analytics
• Overview of Predictive Algorithms
• Notes
• CHAPTER 12: Becoming an Analytical Healthcare Organization
• Requirements to Become an Analytical Organization
• Building Effective Analytical Teams
• Summary
• Notes
• About the Author
• About the Companion Web Site
• Index
• End User License Agreement