Influence of waning immunity on vaccination decision-making: A multi-strain epidemic model with an evolutionary approach analyzing cost and efficacy

IF 8.8 3区 医学 Q1 Medicine Infectious Disease Modelling Pub Date : 2024-03-24 DOI:10.1016/j.idm.2024.03.004
Md. Mamun-Ur-Rashid Khan , Jun Tanimoto
{"title":"Influence of waning immunity on vaccination decision-making: A multi-strain epidemic model with an evolutionary approach analyzing cost and efficacy","authors":"Md. Mamun-Ur-Rashid Khan ,&nbsp;Jun Tanimoto","doi":"10.1016/j.idm.2024.03.004","DOIUrl":null,"url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":36831,"journal":{"name":"Infectious Disease Modelling","volume":null,"pages":null},"PeriodicalIF":8.8000,"publicationDate":"2024-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S246804272400037X/pdfft?md5=ee5c500e2684c4e22c108380d62e3295&pid=1-s2.0-S246804272400037X-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Infectious Disease Modelling","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S246804272400037X","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

Abstract

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.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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
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。
求助全文
约1分钟内获得全文 去求助
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.
期刊最新文献
Flexible regression model for predicting the dissemination of Candidatus Liberibacter asiaticus under variable climatic conditions A heterogeneous continuous age-structured model of mumps with vaccine Assessing the impact of disease incidence and immunization on the resilience of complex networks during epidemics Exploring the influencing factors of scrub typhus in Gannan region, China, based on spatial regression modelling and geographical detector Regional variations in HIV diagnosis in Japan before and during the COVID-19 pandemic
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1