DocumentCode
1664
Title
Modeling Healthcare System-of-Systems: A Mathematical Programming Approach
Author
Grigoroudis, Evangelos ; Phillis, Yannis A.
Author_Institution
Dept. of Production Eng. & Manage., Tech. Univ. of Crete, Chania, Greece
Volume
7
Issue
4
fYear
2013
fDate
Dec. 2013
Firstpage
571
Lastpage
580
Abstract
Traditional system analysis and design approaches seem insufficient to model healthcare systems, given their complexity, the presence of uncertainty, and scale. To overcome these difficulties, a system-of-systems approach is adopted. In this paper, we present a methodological framework for modeling healthcare systems and devising strategies that improve the health level of a population. The problem is formulated as a nonlinear programming model in which the objective is to optimize the population´s health level, appropriately defined, by taking into account several constraints. The resulting policies could improve the sustainability of healthcare systems, and, consequently, the well-being of people and the overall sustainability of corresponding countries.
Keywords
health care; nonlinear programming; healthcare system-of-system; mathematical programming; nonlinear programming model; population health level; Biomedical equipment; Economic indicators; Hospitals; Resource management; Sociology; Statistics; Healthcare systems; nonlinear programming; sustainable health; system-of-systems (SoS);
fLanguage
English
Journal_Title
Systems Journal, IEEE
Publisher
ieee
ISSN
1932-8184
Type
jour
DOI
10.1109/JSYST.2013.2251984
Filename
6490332
Link To Document