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Value-based Learning Healthcare Systems - Bernard P. Zeigler, Mamadou K. Traore, Grégory Zacharewicz, Raphaël Duboz

Value-based Learning Healthcare Systems

Integrative modeling and simulation
Buch | Hardcover
376 Seiten
2019
Institution of Engineering and Technology (Verlag)
978-1-78561-326-5 (ISBN)
CHF 239,95 inkl. MwSt
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This book presents an innovative, unique and holistic approach to modeling and simulation approaches in healthcare management. From system architecture to modeling methodology, this book shows how to improve patient health and costs of care via the design and implementation of an efficient infrastructure.
Achieving value-based healthcare, increasing quality, reducing cost, and spreading access, has proven to be extremely challenging, in part due to research that is siloed and largely focused on singular risk factors, ineffective care coordination resulting from service fragmentation, and costly unintended consequences of reform that have emerged due to the complexity of healthcare systems. Understanding the behaviour of the overall system is becoming a major concern among healthcare managers and decision-makers intent on increasing value for their systems.


This book fills a gap in the literature that is becoming more evident as reform efforts proliferate: a holistic Modeling and Simulation (M&S) approach to value-based healthcare within a framework that enables designing, testing and implementing concepts to integrate resource allocations, health phenomenon dynamics, individual behaviour, and population dynamics. It presents a pathways-based efficient coordination of care model involving all stakeholders including patients, providers, care deliverers, managers, and payers. It shows how M&S can help design a better service infrastructure and describes the information technologies that are necessary to implement it successfully. It also presents global and national healthcare perspectives from Europe, USA, Asia and Africa, as well as research directions needed to realize the value-based M&S healthcare vision.

Bernard P. Zeigler is Professor Emeritus of Electrical and Computer Engineering at the University of Arizona, USA. Mamadou Kaba Traore heads the Web & Mobile Software Engineering MSc degree at University of Clermont Auvergne, France. Grégory Zacharewicz is Full Professor at the National Institute of Mines and Telecom (IMT) - Mines of Alès Engineering School, France. Raphaël Duboz is a researcher in integrative modeling and simulation at the International Research Center in Agronomy and partnership for the Development (CIRAD), France.

Part I - Modeling and simulation framework for value-based healthcare systems

Chapter 1: Healthcare systems modeling and simulation
Chapter 2: Multi-perspective architecture for holistic healthcare M&S
Chapter 3: Formalization of the multi-perspective architecture
Chapter 4: Methodological elements for simulation-based healthcare management



Part II - Modeling and simulation of pathways-based care coordination

Chapter 5: DEVS methodology for coordination modeling
Chapter 6: Care coordination and pathways-based experimental frames
Chapter 7: Pathways-based care coordination simulation example
Chapter 8: Health information technology support for pathways-based care



Part III - Application of the framework

Chapter 9: Pathways-based coordination of care in rural France
Chapter 10: Surveillance of avian influenza in Vietnam
Chapter 11: Multi-perspective modeling in relation to complex adaptive systems
Chapter 12: Extending the framework to value-based coordination architectures
Epilogue: Where do we go from here - Global and National Healthcare Maturity

Erscheinungsdatum
Reihe/Serie Healthcare Technologies
Verlagsort Stevenage
Sprache englisch
Maße 156 x 234 mm
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Medizin / Pharmazie Gesundheitswesen
ISBN-10 1-78561-326-X / 178561326X
ISBN-13 978-1-78561-326-5 / 9781785613265
Zustand Neuware
Informationen gemäß Produktsicherheitsverordnung (GPSR)
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