Effect of population heterogeneity on herd immunity and on vaccination decision making process

被引:4
作者
Bai, Fan [1 ]
机构
[1] Univ Bonn, Hausdorff Ctr Math, Bonn, Germany
关键词
Epidemiology; Population heterogeneity; Herd immunity; Optimal vaccination strategy; Game theory; MODELS;
D O I
10.1016/j.jtbi.2021.110795
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We study the influence of population heterogeneity on herd immunity level and on individual's vaccination decision making process. We first formulate the mathematical model in a population with two subgroups, based on different activity levels or different susceptibilities. The herd immunity threshold is derived and discussed. It is calculated that the required vaccine coverage level for herd immunity in a heterogeneous mixing population can be varied significantly. The required vaccine coverage level is lower than the classical herd immunity level, if the vaccine coverage level in the more active group or more susceptible group is higher than the other subgroup. It is suggested that the classical herd immunity levels can be misleading in the process of planning mass vaccination programs. The analysis is further extended to study the population with more subgroups. We then study the formal vaccination games to simulate the process of vaccination decision making, in either homogeneous or heterogeneous mixing populations. It is proved that the Nash equilibrium in the vaccination game is not unique if population heterogeneity is considered. Moreover, herd immunity is not achieved if individuals are solely driven by self-interests. (C) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:10
相关论文
共 41 条
  • [1] ANDERSON R M, 1991
  • [2] Challenges in creating herd immunity to SARS-CoV-2 infection by mass vaccination
    Anderson, Roy M.
    Vegvari, Carolin
    Truscott, James
    Collyer, Benjamin S.
    [J]. LANCET, 2020, 396 (10263) : 1614 - 1616
  • [3] Bai F., 2016, THESIS U BRIT COLUMB
  • [4] The Effect of Face Mask Use on COVID-19 Models
    Bai, Fan
    Brauer, Fred
    [J]. EPIDEMIOLOGIA, 2021, 2 (01): : 75 - 83
  • [5] Evaluating different epidemiological models with the identical basic reproduction number Script capital R0
    Bai, Fan
    [J]. JOURNAL OF BIOLOGICAL DYNAMICS, 2020, 14 (01) : 849 - 870
  • [6] Modeling vaccination decision making process in a finite population
    Bai, Fan
    [J]. MATHEMATICAL BIOSCIENCES, 2019, 311 : 82 - 90
  • [7] Uniqueness of Nash equilibrium in vaccination games
    Bai, Fan
    [J]. JOURNAL OF BIOLOGICAL DYNAMICS, 2016, 10 (01) : 395 - 415
  • [8] Vaccination and the theory of games
    Bauch, CT
    Earn, DJD
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (36) : 13391 - 13394
  • [9] The Kermack-McKendrick epidemic model revisited
    Brauer, F
    [J]. MATHEMATICAL BIOSCIENCES, 2005, 198 (02) : 119 - 131
  • [10] Brauer F, 2012, MATH MODELS POPULATI, DOI 10.1007/978-1-4614-1686-9