不完美疫苗下的自愿接种行为演化动力学
Evolutionary dynamics of voluntary vaccination for imperfect multi-efficacy vaccines
自愿疫苗接种对公共卫生至关重要。接种者获得完全免疫的可能性通常被称为疫苗效力。除此以外,疫苗的效力还取决于抑制传播率和保护患者免于出现严重症状。疫苗的多重功效如何影响疫苗接种行为,目前还没有答案。我们提出了一个疫苗接种行为的博弈论模型,其中包含一个异质性传播流行病学过程。从直观上看,对于高效疫苗或基本再生数较大的流行病,个体都有可能接种疫苗。然而,我们发现,对于低效疫苗和基本再生数较小的流行病,低经济折扣率可提高接种率。这一结果表明,感知成本比感染风险和疫苗有效性更重要。我们的模型对流行病控制有一定意义。
Voluntary vaccination is crucial for public health. The likelihood that the vaccinated gets fully immune is typically referred as the vaccine efficacy. In addition to this, the efficacy of vaccines also depends on inhibiting the transmission rates and protecting patients from critical symptoms. It has yet to be answered how the multi-efficacy of vaccines affects the vaccination behavior. Here, we propose a game theoretical model of vaccination behavior with a heterogeneous-transmission epidemiological process. Intuitively, individuals are likely to take vaccination for either high-efficient vaccines or for epidemics with large basic reproductive number. We find, however, the low economic discount rate can promote the uptake level for low-effectiveness vaccines and epidemics with small basic reproductive numbers. This result suggests that the perceived cost is more important than the risk of infection and the effectiveness of vaccines. Our model can be insightful for epidemic control.
胡书晟、武斌
预防医学基础医学生物科学研究方法、生物科学研究技术
系统科学、演化博弈论、流行病学
system scieneceevolutionary gameepidemiology
胡书晟,武斌.不完美疫苗下的自愿接种行为演化动力学[EB/OL].(2024-03-13)[2025-08-21].http://www.paper.edu.cn/releasepaper/content/202403-129.点此复制
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