Using Predictive Analytics to Improve Healthcare Outcomes 1st Edition John W. Nelson

Using Predictive Analytics to Improve Healthcare Outcomes 1st Edition John W. Nelson- Ebook Instant Download/Delivery ISBN(s): 9781119747758,9781119747772,9781119747802,1119747759,1119747775,1119747805

Product details:

• ISBN 10: 1119747805
• ISBN 13: 9781119747802
• Author:John W. Nelson

Using Predictive Analytics to Improve Healthcare Outcomes delivers a 16-step process to use predictive analytics to improve operations in the complex industry of healthcare. The book includes numerous case studies that make use of predictive analytics and other mathematical methodologies to save money and improve patient outcomes. The book is organized as a “how-to” manual, showing how to use existing theory and tools to achieve desired positive outcomes.

Table contents:

1 Using Predictive Analytics to Move from Reactive to Proactive Management of Outcomes

2 Advancing a New Paradigm of Caring Theory

3 Cultivating a Better Data Process for More Relevant Operational Insight

4 Leadership for Improved Healthcare Outcomes

5 Using Predictive Analytics to Reduce Patient Falls

6 Using the Profile of Caring® to Improve Safety Outcomes

7 Forecasting Patient Experience: Enhanced Insight Beyond HCAHPS Scores

8 Analyzing a Hospital‐Based Palliative Care Program to Reduce Length of Stay

9 Determining Profiles of Risk to Reduce Early Readmissions Due to Heart Failure

10 Measuring What Matters in a Multi‐Institutional Healthcare System

11 Pause and Flow:

12 Lessons Learned While Pursuing CLABSI Reduction

13 Theory and Model Development to Address Pain Relief by Improving Comfort

14 Theory and Model Development to Improve Recovery from Opioid Use Disorder

15 Launching an International Trajectory of Research in Nurse Job Satisfaction, Starting in Jamaica

16 Testing an International Model of Nurse Job Satisfaction to Support the Quadruple Aim

17 Developing a Customized Instrument to Measure Caring and Quality in Western Scotland

18 Measuring the Effectiveness of a Care Delivery Model in Western Scotland

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