
Handbook of Healthcare Analytics
Theoretical Minimum for Conducting 21st Century Research on Healthcare Operations
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Handbook of Healthcare Analytics
Theoretical Minimum for Conducting 21st Century Research on Healthcare Operations
About this book
How can analytics scholars and healthcare professionals access the most exciting and important healthcare topics and tools for the 21 st century?
Editors Tinglong Dai and Sridhar Tayur, aided by a team of internationally acclaimed experts, have curated this timely volume to help newcomers and seasoned researchers alike to rapidly comprehend a diverse set of thrusts and tools in this rapidly growing cross-disciplinary field. The Handbook covers a wide range of macro-, meso- and micro-level thrustsāsuch as market design, competing interests, global health, personalizedmedicine, residential care and concierge medicine, among othersāand structures what has been a highly fragmented research area into a coherent scientific discipline.
The handbook also provides an easy-to-comprehend introduction to five essential research toolsāMarkov decision process, game theory and information economics, queueing games, econometric methods, and data scienceāby illustrating their uses and applicability on examples from diverse healthcare settings, thus connecting tools with thrusts.
The primary audience of the Handbook includes analytics scholars interested in healthcare and healthcare practitioners interested in analytics. This Handbook:
- Instills analytics scholars with a way of thinking that incorporates behavioral, incentive, and policy considerations in various healthcare settings. This change in perspectiveāa shift in gaze away from narrow, local and one-off operational improvement efforts that do not replicate, scale or remain sustainableācan lead to new knowledge and innovative solutions that healthcare has been seeking so desperately.
- Facilitates collaboration between healthcare experts and analytics scholar to frame and tackle their pressing concerns through appropriate modern mathematical tools designed for this very purpose.
The handbook is designed to be accessible to the independent reader, and it may be used in a variety of settings, from a short lecture series on specific topics to a semester-long course.
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Information
Table of contents
- Cover
- Table of Contents
- List of Contributors
- Preface
- Glossary of Terms
- Acknowledgements
- Chapter 1: Organizational Structure
- Chapter 2: Access to Healthcare
- Chapter 3: Market Design
- Chapter 4: Competing Interests
- Chapter 5: Quality of Care
- Chapter 6: Personalized Medicine
- Chapter 7: Global Health
- Chapter 8: Healthcare Supply Chain
- Chapter 9: Organ Transplantation
- Chapter 10: Ambulatory Care
- Chapter 11: Inpatient Care
- Chapter 12: Residential Care
- Chapter 13: Concierge Medicine
- Chapter 14: Markov Decision Processes
- Chapter 15: Game Theory and Information Economics
- Chapter 16: Queueing Games
- Chapter 17: Econometric Methods
- Chapter 18: Data Science
- Index
- End User License Agreement