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本文引用的文献

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Optimal voluntary and mandatory insect repellent usage and emigration strategies to control the chikungunya outbreak on Reunion Island.控制留尼汪岛基孔肯雅热疫情的最佳自愿和强制使用驱虫剂及移民策略。
PeerJ. 2020 Dec 17;8:e10151. doi: 10.7717/peerj.10151. eCollection 2020.
2
A game-theoretic model of Monkeypox to assess vaccination strategies.一种用于评估疫苗接种策略的猴痘博弈论模型。
PeerJ. 2020 Jun 22;8:e9272. doi: 10.7717/peerj.9272. eCollection 2020.
3
Game-Theoretical Model of Retroactive Hepatitis B Vaccination in China.中国回溯性乙型肝炎疫苗接种的博弈论模型。
Bull Math Biol. 2020 Jun 15;82(6):80. doi: 10.1007/s11538-020-00748-5.
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A game-theoretical analysis of poliomyelitis vaccination.脊髓灰质炎疫苗接种的博弈论分析。
J Theor Biol. 2020 Aug 21;499:110298. doi: 10.1016/j.jtbi.2020.110298. Epub 2020 May 1.
5
Role of vaccine efficacy in the vaccination behavior under myopic update rule on complex networks.复杂网络上近视更新规则下疫苗效力在疫苗接种行为中的作用
Chaos Solitons Fractals. 2020 Jan;130:109425. doi: 10.1016/j.chaos.2019.109425. Epub 2019 Sep 6.
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Game theoretic modelling of infectious disease dynamics and intervention methods: a review.传染病动力学和干预方法的博弈论建模:综述。
J Biol Dyn. 2020 Dec;14(1):57-89. doi: 10.1080/17513758.2020.1720322. Epub 2020 Jan 29.
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Behavioral incentives in a vaccination-dilemma setting with optional treatment.有可选治疗方案的疫苗接种困境中的行为激励。
Phys Rev E. 2019 Dec;100(6-1):062402. doi: 10.1103/PhysRevE.100.062402.
8
Interplay between cost and effectiveness in influenza vaccine uptake: a vaccination game approach.流感疫苗接种中成本与效益的相互作用:一种疫苗接种博弈方法。
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Modelling and analysing the coexistence of dual dilemmas in the proactive vaccination game and retroactive treatment game in epidemic viral dynamics.对流行病病毒动力学中主动疫苗接种博弈和追溯治疗博弈中双重困境的共存进行建模与分析。
Proc Math Phys Eng Sci. 2019 Dec;475(2232):20190484. doi: 10.1098/rspa.2019.0484. Epub 2019 Dec 4.
10
How Can the Typhoid Fever Surveillance in Africa and the Severe Typhoid Fever in Africa Programs Contribute to the Introduction of Typhoid Conjugate Vaccines?非洲伤寒监测和非洲重症伤寒项目如何为伤寒结合疫苗的引入做出贡献?
Clin Infect Dis. 2019 Oct 30;69(Suppl 6):S417-S421. doi: 10.1093/cid/ciz629.

加纳农村地区伤寒热的高流行水平可能源于最佳的自愿疫苗接种行为。

High endemic levels of typhoid fever in rural areas of Ghana may stem from optimal voluntary vaccination behaviour.

作者信息

Acosta-Alonzo Carmen B, Erovenko Igor V, Lancaster Aaleah, Oh Hyunju, Rychtář Jan, Taylor Dewey

机构信息

Department of Mathematics and Computer Science, Bennett College, Greensboro, NC 27401, USA.

Department of Mathematics and Statistics, University of North Carolina at Greensboro, Greensboro, NC 27402, USA.

出版信息

Proc Math Phys Eng Sci. 2020 Sep;476(2241):20200354. doi: 10.1098/rspa.2020.0354. Epub 2020 Sep 2.

DOI:10.1098/rspa.2020.0354
PMID:33071586
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7544331/
Abstract

Typhoid fever has long established itself endemically in rural Ghana despite the availability of cheap and effective vaccines. We used a game-theoretic model to investigate whether the low vaccination coverage in Ghana could be attributed to rational human behaviour. We adopted a version of an epidemiological model of typhoid fever dynamics, which accounted not only for chronic life-long carriers but also for a short-cycle transmission in the immediate environment and a long-cycle transmission via contamination of the water supply. We calibrated the model parameters based on the known incidence data. We found that unless the (perceived) cost of vaccination is negligible, the individually optimal population vaccination rate falls significantly short of the societally optimal population vaccination rate needed to reach herd immunity. We expressed both the herd immunity and the optimal equilibrium vaccination rates in terms of only a few observable parameters such as the incidence rate, demographics, vaccine waning rate and the perceived cost of vaccination relative to the cost of infection. This allowed us not to rely on other uncertain epidemiological model parameters and, in particular, to bypass uncertainties about the role of the carriers in the transmission.

摘要

尽管有价格低廉且有效的疫苗,但伤寒热在加纳农村地区长期呈地方流行状态。我们使用博弈论模型来研究加纳疫苗接种覆盖率低是否可归因于人类的理性行为。我们采用了一个伤寒热动态流行病学模型版本,该模型不仅考虑了慢性终身携带者,还考虑了在直接环境中的短周期传播以及通过供水污染的长周期传播。我们根据已知的发病率数据对模型参数进行了校准。我们发现,除非疫苗接种(感知到的)成本可忽略不计,否则个体最优的群体疫苗接种率会显著低于达到群体免疫所需的社会最优群体疫苗接种率。我们仅根据少数可观测参数(如发病率、人口统计学、疫苗衰减率以及相对于感染成本的疫苗接种感知成本)来表示群体免疫和最优均衡疫苗接种率。这使我们无需依赖其他不确定的流行病学模型参数,尤其是绕过了关于携带者在传播中作用的不确定性。