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Modeling the Dynamics of Canine Rabies and Policy Analysis under Uncertainty

机译:建模犬狂犬病的动态及在不确定性下的政策分析

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Rabies is a viral fatal disease transmitted to humans mainly from dogs. Human deaths due to rabies have been increasing in recent years, especially in Africa and Asia where socioeconomic factors play an important role in the revival of the epidemic. In the current situation, it is unknown how the epidemic will evolve and which policies can prevent undesired futures. Therefore, the dynamics of rabies are investigated with a system dynamics model and several policy options are tested in this study. An exploratory approach is adopted to deal with uncertainties associated with model formulation, lack of data and the epidemic characteristics. The results showed a wide variety of future dynamics for possible human deaths, and following dog culling, human vaccination resulted to be the best policy to decrease the maximum possible number of casualties. However, when the cost effectiveness is taken into account, high rates of dog vaccination and high levels of human hospitalization upon exposure to a dog were found as the policy that maximizes the number of future favorable cases in terms of human casualties and costs. Future research can include extending the model with underlying socioeconomic factors and multiple species.
机译:狂犬病是主要来自狗传播给人类的病毒致命疾病。近年来狂犬病造成的人类死亡越来越多,特别是在非洲和亚洲,社会经济因素在流行病的复兴中发挥着重要作用。在目前的情况下,未知流行病如何发展,以及哪些政策可以防止不希望的期货。因此,通过系统动力学模型研究了狂犬病的动态,并在本研究中测试了几种政策选择。采用探索性方法来处理与模型配方相关的不确定性,缺乏数据和流行病特征。结果表明,可能的人类死亡的未来动态,以及狗剔除,人类疫苗接种导致是减少最大可能数量的伤亡人数的最佳政策。然而,当考虑成本效益时,发现狗疫苗接种和高水平的人类住院时间被发现,因为在人类伤亡和成本方面最大化未来有利案件数量的政策。未来的研究可以包括将模型扩展,具有潜在的社会经济因素和多种物种。

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