An agent-based simulation framework to analyze the prevalence of child obesity

A. Ramirez-Nafarrate, J. Gutierrez-Garcia
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引用次数: 5

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.
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基于主体的儿童肥胖流行分析模拟框架
儿童肥胖是一个公共卫生问题,受到世界上许多国家的关注。儿童肥胖的长期影响包括慢性病的流行,如糖尿病和心脏相关疾病。本文提出了一个基于智能体的模拟框架来分析学龄期儿童肥胖的演变。特别是,在本文中,我们使用基于主体的模拟模型来评估体育活动对儿童肥胖患病率的影响。模拟结果表明,通过中等强度的体育锻炼可以减少小学末超重和肥胖儿童的比例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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