Pub. Date:
The Institution of Engineering and Technology
Value-based Learning Healthcare Systems: Integrative modeling and simulation

Value-based Learning Healthcare Systems: Integrative modeling and simulation


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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.

Product Details

ISBN-13: 9781785613265
Publisher: The Institution of Engineering and Technology
Publication date: 01/10/2019
Series: Healthcare Technologies Series
Pages: 376
Product dimensions: 6.14(w) x 9.21(h) x (d)

About the Author

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.

Table of Contents

  • 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

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