Home Page Icon
Home Page
Table of Contents for
Title Page
Close
Title Page
by Trevor L. Strome
Healthcare Analytics for Quality and Performance Improvement
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 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
Search in book...
Toggle Font Controls
Playlists
Add To
Create new playlist
Name your new playlist
Playlist description (optional)
Cancel
Create playlist
Sign In
Email address
Password
Forgot Password?
Create account
Login
or
Continue with Facebook
Continue with Google
Sign Up
Full Name
Email address
Confirm Email Address
Password
Login
Create account
or
Continue with Facebook
Continue with Google
Prev
Previous Chapter
Contents
Next
Next Chapter
Copyright Page
Add Highlight
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click
here
login for view all page.
Day Mode
Cloud Mode
Night Mode
Reset