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再感染SIRI模型中进化稳定疫苗接种策略的双稳性

Bistability of Evolutionary Stable Vaccination Strategies in the Reinfection SIRI Model.

作者信息

Martins José, Pinto Alberto

机构信息

LIAAD-INESC TEC, R Dr Roberto Frias, 4200-465, Porto, Portugal.

School of Technology and Management, Polytechnic Institute of Leiria, Campus 2, Morro do Lena - Alto do Vieiro, 2411-901, Leiria, Portugal.

出版信息

Bull Math Biol. 2017 Apr;79(4):853-883. doi: 10.1007/s11538-017-0257-6. Epub 2017 Feb 23.

Abstract

We use the reinfection SIRI epidemiological model to analyze the impact of education programs and vaccine scares on individuals decisions to vaccinate or not. The presence of the reinfection provokes the novelty of the existence of three Nash equilibria for the same level of the morbidity relative risk instead of a single Nash equilibrium as occurs in the SIR model studied by Bauch and Earn (PNAS 101:13391-13394, 2004). The existence of three Nash equilibria, with two of them being evolutionary stable, introduces two scenarios with relevant and opposite features for the same level of the morbidity relative risk: the low-vaccination scenario corresponding to the evolutionary stable vaccination strategy, where individuals will vaccinate with a low probability; and the high-vaccination scenario corresponding to the evolutionary stable vaccination strategy, where individuals will vaccinate with a high probability. We introduce the evolutionary vaccination dynamics for the SIRI model and we prove that it is bistable. The bistability of the evolutionary dynamics indicates that the damage provoked by false scares on the vaccination perceived morbidity risks can be much higher and much more persistent than in the SIR model. Furthermore, the vaccination education programs to be efficient they need to implement a mechanism to suddenly increase the vaccination coverage level.

摘要

我们使用再感染SIRI流行病学模型来分析教育项目和疫苗恐慌对个人接种或不接种疫苗决策的影响。再感染的存在引发了这样一种新情况:对于相同水平的发病相对风险,存在三个纳什均衡,而不像鲍赫和厄恩研究的SIR模型(《美国国家科学院院刊》101:13391 - 13394, 2004)那样只有一个纳什均衡。三个纳什均衡的存在,其中两个是进化稳定的,对于相同水平的发病相对风险引入了两种具有相关且相反特征的情况:低接种率情况对应于进化稳定的接种策略,即个体接种概率较低;高接种率情况对应于进化稳定的接种策略,即个体接种概率较高。我们引入了SIRI模型的进化接种动态,并证明它是双稳态的。进化动态的双稳态表明,虚假恐慌对感知到的接种发病风险造成的损害可能比SIR模型中的更高且更持久。此外,为了使疫苗接种教育项目有效,它们需要实施一种机制来突然提高疫苗接种覆盖率水平。

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