Analytics and Decision Support in Health Care Operations Management

Höfundur Yasar A. Ozcan

Útgefandi Wiley Professional Development (P&T)

Snið ePub

Print ISBN 9781119219811

Útgáfa 3

Útgáfuár 2017

11.590 kr.

Description

Efnisyfirlit

  • Cover
  • Title Page
  • Copyright
  • Dedication
  • Tables & Figures
  • Acknowledgments
  • The Author
  • Introduction
  • Chapter-by-Chapter Revisions for the Third Edition
  • Chapter 1: Introduction to Analytics and Decision Support in Health Care Operations Management
  • Historical Background and the Development of Decision Techniques
  • The Health Care Manager and Decision Making
  • Importance of Health Analytics: Information Technology (IT) and Decision Support Techniques
  • The Scope of Health Care Services, and Recent Trends
  • Health Care Services Management
  • Distinctive Characteristics of Health Care Services
  • Big Data and Data Flow in Health Care Organizations
  • Summary
  • Exercises
  • Chapter 2: Predictive Analytics
  • Steps in the Predictive Analytics Process
  • Predictive Analytics Techniques
  • Summary
  • Exercises
  • Chapter 3: Decision Making in Health Care
  • The Decision Process
  • The Decision Tree Approach
  • Decision Analysis with Nonmonetary Values and Multiple Attributes
  • Clinical Decision Making and Implications for Management
  • Summary
  • Exercises
  • Chapter 4: Facility Location
  • Location Methods
  • Summary
  • Exercises
  • Chapter 5: Facility Layout
  • Product Layout
  • Process Layout
  • Computer-Based Layout Programs
  • Fixed-Position Layout
  • Summary
  • Exercises
  • Chapter 6: Flow Processes Improvement: Reengineering and Lean Management
  • Reengineering
  • Lean Management
  • Work Design in Health Care Organizations
  • Summary
  • Exercises
  • Chapter 7: Staffing
  • Workload Management Overview
  • Summary
  • Exercises
  • Chapter 8: Scheduling
  • Staff Scheduling
  • Surgical Suite Resource Scheduling
  • Summary
  • Exercises
  • Chapter 9: Productivity and Performance Benchmarking
  • Trends in Health Care Productivity: Consequences of Reforms and Policy Decisions
  • Productivity Definitions and Measurements
  • Commonly Used Productivity Ratios
  • The Relationships between Productivity and Quality in Hospital Settings
  • Summary of Productivity-Related Dilemmas in the Hospital Setting
  • Dealing with the Multiple Dimensions of Productivity: New Methods of Measurement and Benchmarking
  • Data Envelopment Analysis
  • Overview on Improving Health Care Productivity
  • Summary
  • Exercises
  • Chapter 10: Resource Allocation
  • Linear Programming
  • Integer Linear Programming
  • Summary
  • Exercises
  • Chapter 11: Supply Chain and Inventory Management
  • Health Care Supply Chain
  • Summary
  • Exercises
  • Chapter 12: Quality Control and Improvement
  • Quality in Health Care
  • Quality Measurement and Control Techniques
  • Process Improvement
  • Summary
  • Exercises
  • Chapter 13: Project Management
  • The Characteristics of Projects
  • Project Management Applications in Clinical Settings: Clinical Pathways
  • Summary
  • Key Terms
  • Exercises
  • Chapter 14: Queuing Models and Capacity Planning
  • Queuing System Characteristics
  • Capacity Analysis and Costs
  • Summary
  • Exercises
  • Chapter 15: Simulation
  • Simulation Process
  • Performance Measures and Managerial Decisions
  • Excel-Based Simulation Templates with Performance Measures and Managerial Decisions
  • Multiphase Simulation Model
  • Summary
  • Exercises
  • Appendixes
  • Appendix A: Standard Normal Distribution
  • Appendix B: Standard Normal Distribution
  • Appendix C: Cumulative Poisson Probabilities
  • Appendix D: t-Distribution
  • References
  • Index
  • End User License Agreement
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