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疫苗怀疑论者和疫苗信仰者的博弈动态模型:以麻疹为例。

A game dynamic model for vaccine skeptics and vaccine believers: measles as an example.

机构信息

Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15261, USA.

出版信息

J Theor Biol. 2012 Feb 21;295:194-203. doi: 10.1016/j.jtbi.2011.11.005. Epub 2011 Nov 15.

DOI:10.1016/j.jtbi.2011.11.005
PMID:22108239
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3709470/
Abstract

Widespread avoidance of Measles-Mumps-Rubella vaccination (MMR), with a consequent increase in the incidence of major measles outbreaks, demonstrates that the effectiveness of vaccination programs can be thwarted by the public misperceptions of vaccine risk. By coupling game theory and epidemic models, we examine vaccination choice among populations stratified into two behavioral groups: vaccine skeptics and vaccine believers. The two behavioral groups are assumed to be heterogeneous with respect to their perceptions of vaccine and infection risks. We demonstrate that the pursuit of self-interest among vaccine skeptics often leads to vaccination levels that are suboptimal for a population, even if complete coverage is achieved among vaccine believers. The demand for measles vaccine across populations driven by individual self-interest was found to be more sensitive to the proportion of vaccine skeptics than to the extent to which vaccine skeptics misperceive the risk of vaccine. Furthermore, as the number of vaccine skeptics increases, the probability of infection among vaccine skeptics increases initially, but it decreases once the vaccine skeptics begin receiving the vaccination, if both behavioral groups are vaccinated according to individual self-interest. Our results show that the discrepancy between the coverages of measles vaccine that are driven by self-interest and those driven by population interest becomes larger when the cost of vaccination increases. This research illustrates the importance of public education on vaccine safety and infection risk in order to maintain vaccination levels that are sufficient to maintain herd immunity.

摘要

广泛避免麻疹、腮腺炎和风疹疫苗(MMR)接种,导致大规模麻疹疫情的发病率增加,这表明疫苗计划的有效性可能会因公众对疫苗风险的误解而受到阻碍。通过结合博弈论和传染病模型,我们研究了分层为两个行为群体的人群中的疫苗接种选择:疫苗怀疑论者和疫苗信仰者。假设这两个行为群体在疫苗和感染风险方面的看法存在异质性。我们证明,即使在疫苗信仰者中实现了完全覆盖,疫苗怀疑论者追求自身利益的行为通常也会导致人群的疫苗接种水平不理想。发现由个体自身利益驱动的人群对麻疹疫苗的需求对疫苗怀疑论者的比例比对疫苗怀疑论者对疫苗风险的误解程度更为敏感。此外,随着疫苗怀疑论者数量的增加,疫苗怀疑论者感染的概率最初会增加,但如果两个行为群体都根据自身利益进行接种,那么一旦疫苗怀疑论者开始接种疫苗,感染的概率就会降低。研究结果表明,当疫苗接种成本增加时,由自身利益驱动的麻疹疫苗覆盖率与由人群利益驱动的覆盖率之间的差异会变得更大。这项研究说明了进行疫苗安全和感染风险的公众教育以维持足以维持群体免疫的疫苗接种水平的重要性。

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