DocumentCode
63730
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
Volume
44
Issue
1
fYear
2014
fDate
Jan. 2014
Firstpage
30
Lastpage
46
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;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
Publisher
ieee
ISSN
2168-2216
Type
jour
DOI
10.1109/TSMC.2013.2239640
Filename
6466425
Link To Document