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Healthcare Analytics for Quality and Performance Improvement
Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Hoboken : Wiley, 2013Copyright date: ©2013Description: Online-Ressource (385 p)ISBN:- 9781118519691
- 362.1068
- RA976
- RA971.6
Contents:
Summary: Improve patient outcomes, lower costs, reduce fraud-all with healthcare analytics Healthcare Analytics for Quality and Performance Improvement walks your healthcare organization from relying on generic reports and dashboards to developing powerful analytic applications that drive effective decision-making throughout your organization. Renowned healthcare analytics leader Trevor Strome reveals in this groundbreaking volume the true potential of analytics to harness the vast amounts of data being generated in order to improve the decision-making ability of healthcare managers andPPN: PPN: 811366251Package identifier: Produktsigel: ZDB-26-MYL | ZDB-30-PAD | ZDB-30-PBE | ZDB-30-PQE
Cover; Title Page; Copyright Page; 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 ImprovementDeveloping 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
SummaryNotes; 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 InformationDashboards 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
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