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    1. Data och IT
    2. Systemvetenskap och AI

    Value-based Learning Healthcare Systems

    Integrative modeling and simulation

    AvBernard P. Zeigler,Mamadou K. Traore

    Inbunden, Engelska, 2019

    Del i serien Healthcare Technologies

    1 884 kr

    Beställningsvara. Skickas inom 3-6 vardagar. Fri frakt över 249 kr.

    Beskrivning

    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.

    Produktinformation

    • Utgivningsdatum:2019-01-10
    • Mått:156 x 234 x 28 mm
    • Vikt:722 g
    • Format:Inbunden
    • Språk:Engelska
    • Serie:Healthcare Technologies
    • Antal sidor:376
    • Förlag:Institution of Engineering and Technology
    • ISBN:9781785613265

    Utforska kategorier

    • Systemvetenskap och AI inom Data och IT
    • Hälso- och sjukvård inom Medicin

    Mer om författaren

    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.

    Innehållsförteckning

    • Part I - Modeling and simulation framework for value-based healthcare systemsChapter 1: Healthcare systems modeling and simulationChapter 2: Multi-perspective architecture for holistic healthcare M&SChapter 3: Formalization of the multi-perspective architectureChapter 4: Methodological elements for simulation-based healthcare management Part II - Modeling and simulation of pathways-based care coordinationChapter 5: DEVS methodology for coordination modelingChapter 6: Care coordination and pathways-based experimental framesChapter 7: Pathways-based care coordination simulation exampleChapter 8: Health information technology support for pathways-based care Part III - Application of the frameworkChapter 9: Pathways-based coordination of care in rural FranceChapter 10: Surveillance of avian influenza in VietnamChapter 11: Multi-perspective modeling in relation to complex adaptive systemsChapter 12: Extending the framework to value-based coordination architecturesEpilogue: Where do we go from here - Global and National Healthcare Maturity