Title :
A Modeling and Simulation Framework for Health Care Systems
Author :
Augusto, Vincent ; Xiaolan Xie
Author_Institution :
Center for Health & Eng., Ecole Nat. Super. des Mines, St. Etienne, France
Abstract :
In this paper, we propose a new modeling methodology named MedPRO for addressing organization problems of health care systems. It is based on a metamodel with three different views: process view (care pathways of patients), resource view (activities of relevant resources), and organization view (dependence and organization of resources). The resulting metamodel can be instantiated for a specific health care system and be converted into an executable model for simulation by means of a special class of Petri nets (PNs), called Health Care Petri Nets (HCPNs). HCPN models also serve as a basis for short-term planning and scheduling of health care activities. As a result, the MedPRO methodology leads to a fast-prototyping tool for easy and rigorous modeling and simulation of health care systems. A case study is presented to show the benefits of the MedPRO methodology.
Keywords :
Petri nets; health care; modelling; organisational aspects; simulation; HCPN; MedPRO; care pathways; health care Petri nets; health care systems; modeling methodology; organization view; process view; resource view; simulation framework; Analytical models; Organizations; Planning; Surgery; Synchronization; Unified modeling language; Health care; Petri nets (PNs); modeling; rapid prototyping; simulation;
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
DOI :
10.1109/TSMC.2013.2239640