免疫力下降对疫苗接种决策的影响:采用进化方法分析成本和疗效的多菌株流行病模型

IF 8.8 3区 医学 Q1 Medicine
Md. Mamun-Ur-Rashid Khan , Jun Tanimoto
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引用次数: 0

摘要

在这项研究中,我们引入了一个全面的流行病学模型,该模型考虑了一种传染病的多种菌株和两种不同的疫苗接种方案。疫苗接种是预防和控制传染病的最有效手段。然而,当有多种疫苗可供选择,且每种疫苗都有其成本和效果时,个人的决策过程就变得至关重要。此外,接种疫苗后免疫力下降的因素也是影响这些选择的重要因素。为了了解个人如何在多种菌株和免疫力下降的情况下做出决策,我们采用了一个行为模型,将流行病学模型与决策过程的动态结合起来。个人在选择接种疫苗时会考虑感染者总数和疫苗的成本效益等因素。我们的研究结果表明,随着免疫力的减弱,人们倾向于优先选择成本较高、效果较好的疫苗。此外,当出现传染性更强的菌株时,人们会更快地达到采用疫苗的平衡。最后,我们通过量化不同参数组合下的社会效率赤字 (SED),深入探讨了我们的模型所固有的社会困境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influence of waning immunity on vaccination decision-making: A multi-strain epidemic model with an evolutionary approach analyzing cost and efficacy

In this research, we introduce a comprehensive epidemiological model that accounts for multiple strains of an infectious disease and two distinct vaccination options. Vaccination stands out as the most effective means to prevent and manage infectious diseases. However, when there are various vaccines available, each with its costs and effectiveness, the decision-making process for individuals becomes paramount. Furthermore, the factor of waning immunity following vaccination also plays a significant role in influencing these choices. To understand how individuals make decisions in the context of multiple strains and waning immunity, we employ a behavioral model, allowing an epidemiological model to be coupled with the dynamics of a decision-making process. Individuals base their choice of vaccination on factors such as the total number of infected individuals and the cost-effectiveness of the vaccine. Our findings indicate that as waning immunity increases, people tend to prioritize vaccines with higher costs and greater efficacy. Moreover, when more contagious strains are present, the equilibrium in vaccine adoption is reached more rapidly. Finally, we delve into the social dilemma inherent in our model by quantifying the social efficiency deficit (SED) under various parameter combinations.

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来源期刊
Infectious Disease Modelling
Infectious Disease Modelling Mathematics-Applied Mathematics
CiteScore
17.00
自引率
3.40%
发文量
73
审稿时长
17 weeks
期刊介绍: Infectious Disease Modelling is an open access journal that undergoes peer-review. Its main objective is to facilitate research that combines mathematical modelling, retrieval and analysis of infection disease data, and public health decision support. The journal actively encourages original research that improves this interface, as well as review articles that highlight innovative methodologies relevant to data collection, informatics, and policy making in the field of public health.
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