Impact of strategy conformity on vaccination behaviors

被引:9
作者
An, Tianbo [1 ]
Wang, Jingrui [1 ]
Zhou, Bowen [2 ]
Jin, Xing [3 ]
Zhao, Jian [1 ,4 ]
Cui, Guanghai [5 ,6 ]
机构
[1] Changchun Univ, Sch Network Secur, Changchun, Peoples R China
[2] Beijing Technol & Business Univ, Beijing, Peoples R China
[3] Hangzhou Dianzi Univ, Sch Cyberspace Secur, Hangzhou, Peoples R China
[4] Changchun Univ, Sch Comp Sci & Technol, Changchun, Peoples R China
[5] Ludong Univ, Sch Informat & Elect Engn, Yantai, Peoples R China
[6] Southwest Jiaotong Univ, Yantai Res Inst New Generat Informat Technol, Yantai, Peoples R China
来源
FRONTIERS IN PHYSICS | 2022年 / 10卷
基金
中国国家自然科学基金;
关键词
vaccination; strategy conformity; herd immunity; human behavior; evolutionary game theory; IMITATION DYNAMICS; INFORMATION; PROPAGATION; NETWORKS;
D O I
10.3389/fphy.2022.972457
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In most of the studies focusing on the conformity of voluntary vaccination decisions, the conformity was always directly modeled as a conformity-driven strategy-updating rule. However, the utility of an individual can also be influenced by the group identity or discrimination behaviors associated with strategy conformity in realities. Thus, a novel utility model of the vaccination game is first formulated in which the influence of strategy conformity is considered. Then, we use the spatial evolutionary game theory to study the dynamics of individual vaccination strategies under the influence of strategy conformity on the scale-free network. The results show that moderate strategy conformity and a high herd immunity threshold have a significant positive effect on vaccination behaviors when the initial vaccination fraction is low. Moreover, for a high initial vaccination fraction, the strong strategy conformity and high herd immunity threshold are more conducive to encourage vaccination behavior. To analyze the model sensitivity, experiments are conducted in the small world network and square lattice network. In addition, we performed the sensitivity analysis on vaccination effectiveness. Finally, the generality of strategy conformity effect is investigated when the myopic strategy updating rule is adopted in the whole population. The result shows that vaccination behaviors can also be promoted under the condition of moderate strategy conformity and low initial vaccination fraction.
引用
收藏
页数:12
相关论文
共 47 条
  • [1] Ahsan-Ul Hague ASM, 2021, AAAI CONF ARTIF INTE, V35, P4812, DOI 10.1609/aaai.v35i6.16613
  • [2] Emergence of scaling in random networks
    Barabási, AL
    Albert, R
    [J]. SCIENCE, 1999, 286 (5439) : 509 - 512
  • [3] Imitation dynamics predict vaccinating behaviour
    Bauch, CT
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 272 (1573) : 1669 - 1675
  • [4] Group interest versus self-interest in smallpox vaccination policy
    Bauch, CT
    Galvani, AP
    Earn, DJD
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (18) : 10564 - 10567
  • [5] BRIDBURY AR, 1973, ECON HIST REV, V26, P577
  • [6] Evolutionary vaccination dilemma in complex networks
    Cardillo, Alessio
    Reyes-Suarez, Catalina
    Naranjo, Fernando
    Gomez-Gardenes, Jesus
    [J]. PHYSICAL REVIEW E, 2013, 88 (03):
  • [7] Social influence: Compliance and conformity
    Cialdini, RB
    Goldstein, NJ
    [J]. ANNUAL REVIEW OF PSYCHOLOGY, 2004, 55 : 591 - 621
  • [8] The COVID-19 pandemic
    Ciotti, Marco
    Ciccozzi, Massimo
    Terrinoni, Alessandro
    Jiang, Wen-Can
    Wang, Cheng-Bin
    Bernardini, Sergio
    [J]. CRITICAL REVIEWS IN CLINICAL LABORATORY SCIENCES, 2020, 57 (06) : 365 - 388
  • [9] Efficient immunization strategies for computer networks and populations
    Cohen, R
    Havlin, S
    ben-Avraham, D
    [J]. PHYSICAL REVIEW LETTERS, 2003, 91 (24)
  • [10] Impact of conformity on the evolution of cooperation in the prisoner's dilemma game
    Cui, Peng-Bi
    Wu, Zhi-Xi
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (06) : 1500 - 1509