Title :
An agent-based simulation framework to analyze the prevalence of child obesity
Author :
Ramirez-Nafarrate, Adrian ; Gutierrez-Garcia, J. Octavio
Author_Institution :
Dept. of Ind. & Oper. Eng., Inst. Tecnol. Autonomo de Mexico, Mexico City, Mexico
Abstract :
Child obesity is a public health problem that is of concern of several countries around the world. Long-term effects of child obesity include prevalence of chronic diseases, such as diabetes and heart-related illnesses. This paper presents an agent-based simulation framework to analyze the evolution of obesity in school-age children. In particular, in this paper we evaluate the impact of physical activity on the prevalence of child obesity using an agent-based simulation model. Simulation results suggest that the fraction of overweight and obese children at the end of elementary school can be reduced by doing physical activity with moderate intensity.
Keywords :
digital simulation; diseases; health care; multi-agent systems; paediatrics; agent-based simulation framework; agent-based simulation model; child obesity; chronic diseases; diabetes; elementary school; heart-related illnesses; physical activity; public health problem; school-age children; Analytical models; Computational modeling; Educational institutions; Equations; Mathematical model; Obesity; Pediatrics;
Conference_Titel :
Simulation Conference (WSC), 2013 Winter
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-2077-8
DOI :
10.1109/WSC.2013.6721608