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Incorporating Game Theory into Voluntary Vaccination

  • Center for Optical Imagery Analysis and Learning (OPTIMAL)

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Aiming to achieve widespread immunity to infectious diseases, voluntary vaccination becomes a challenge for people because of the existence of the temptation of free-ride which brings the vaccination coverage below the social optimum. In this manuscript, we integrate a game-theoretic framework into the SIR epidemiological process, while we also try to investigate the effects of varying different factors on the voluntary vaccination coverage. In our model, individuals are assumed to possess adequate information about their circumstance and then they are able to estimate the costs and benefits of vaccination. To maximize the benefits, various factors are considered, such as the cost of the vaccine, the effectiveness of the vaccine, the likelihood of being infected and etc. In this wok, we mainly focus on studying the effects of varying four parameters. As indicated by the results, the Nash equilibrium can hardly achieve a high level if the vaccination cost is higher than the infectious risk; nevertheless, widespread immunity can be achieved by appropriately adjusting the vaccine price and the risk of infection. Our work sheds light on how benefits affect individuals' choices regarding to vaccination and finally influence the herd immunity coverage in a well-mixed population.

源语言英语
主期刊名8th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, CYBER 2018
出版商Institute of Electrical and Electronics Engineers Inc.
1584-1588
页数5
ISBN(电子版)9781538670569
DOI
出版状态已出版 - 10 4月 2019
活动8th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, CYBER 2018 - Tianjin, 中国
期限: 19 7月 201823 7月 2018

出版系列

姓名8th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, CYBER 2018

会议

会议8th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, CYBER 2018
国家/地区中国
Tianjin
时期19/07/1823/07/18

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 3 - 良好健康与福祉
    可持续发展目标 3 良好健康与福祉

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