Feng Xue, Wu Bin, Wang Long
Center for Systems and Control, College of Engineering, Peking University, Beijing 100871, China; Department of Ecology and Evolutionary Biology, Princeton University, NJ 08544, USA.
School of Science, Beijing University of Posts and Communications, Beijing 100876, China.
J Theor Biol. 2018 Feb 14;439:65-75. doi: 10.1016/j.jtbi.2017.11.011. Epub 2017 Dec 13.
Voluntary vaccination is a universal control protocol for infectious diseases. Yet there exists a social dilemma between individual benefits and public health: non-vaccinators free ride via the herd immunity from adequate vaccinators who bear vaccination cost. This is due to the interplay between disease prevalence and individual vaccinating behavior. To complicate matters further, individual vaccinating behavior depends on the perceived vaccination cost rather than the actual one. The perception of vaccination cost is an individual trait, which varies from person to person, and evolves in response to the disease prevalence and vaccination coverage. To explore how evolving perception shapes individual vaccinating behavior and thus the vaccination dynamics, we provide a model combining epidemic dynamics with evolutionary game theory which captures the voluntary vaccination dilemma. In particular, individuals adjust their perception based on the inertia effect in psychology and then update their vaccinating behavior through imitating the behavior of a more successful peer. We find that i) vaccination is acceptable when the expected vaccination cost considering perception and actual vaccination cost is less than the maximum of the expected non-vaccination cost; ii) the evolution of perception is a "double-edged sword" for vaccination dynamics: it can improve vaccination coverage when most individuals perceive exaggerated vaccination cost, and it inhibits vaccination coverage in the other cases.
自愿接种疫苗是传染病的一种通用防控方案。然而,在个人利益与公共卫生之间存在一个社会困境:未接种疫苗者通过接种疫苗者产生的群体免疫效应搭便车,而接种疫苗者承担了接种成本。这是疾病流行率与个人接种行为之间相互作用的结果。更复杂的是,个人接种行为取决于感知到的接种成本而非实际成本。对接种成本的感知是一种个体特征,因人而异,并会随着疾病流行率和疫苗接种覆盖率的变化而演变。为了探究不断演变的感知如何塑造个人接种行为进而影响疫苗接种动态,我们提供了一个将传染病动力学与进化博弈论相结合的模型,该模型捕捉了自愿接种疫苗的困境。具体而言,个体基于心理学中的惯性效应调整其感知,然后通过模仿更成功同伴的行为来更新其接种行为。我们发现:i)当考虑感知成本和实际接种成本后的预期接种成本小于预期未接种成本的最大值时,接种是可接受的;ii)感知的演变对疫苗接种动态是一把“双刃剑”:当大多数个体感知到夸大的接种成本时,它可以提高疫苗接种覆盖率,而在其他情况下则会抑制疫苗接种覆盖率。