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
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);
Journal_Title :
Systems Journal, IEEE
DOI :
10.1109/JSYST.2013.2251984