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口碑在自愿接种疫苗计划中的作用:一种博弈论方法。

Role of word-of-mouth for programs of voluntary vaccination: A game-theoretic approach.

作者信息

Bhattacharyya Samit, Bauch Chris T, Breban Romulus

机构信息

Center for Infectious Disease Dynamics, Pennsylvania State University, United States.

Department of Applied Mathematics, University of Waterloo, Waterloo, Canada.

出版信息

Math Biosci. 2015 Nov;269:130-4. doi: 10.1016/j.mbs.2015.08.023. Epub 2015 Sep 11.

Abstract

We propose a model describing the synergetic feedback between word-of-mouth (WoM) and epidemic dynamics controlled by voluntary vaccination. The key feature consists in combining a game-theoretic model for the spread of WoM and a compartmental model describing VSIR disease dynamics in the presence of a program of voluntary vaccination. We evaluate and compare two scenarios for determinants of behavior, depending on what WoM disseminates: (1) vaccine advertising, which may occur whether or not an epidemic is ongoing and (2) epidemic status, notably disease prevalence. Understanding the synergy between the two strategies could be particularly important for designing voluntary vaccination campaigns. We find that, in the initial phase of an epidemic, vaccination uptake is determined more by vaccine advertising than the epidemic status. As the epidemic progresses, epidemic status becomes increasingly important for vaccination uptake, considerably accelerating vaccination uptake toward a stable vaccination coverage.

摘要

我们提出了一个模型,该模型描述了口碑传播(WoM)与由自愿接种疫苗控制的流行病动力学之间的协同反馈。其关键特征在于将一个用于口碑传播的博弈论模型与一个描述在自愿接种疫苗计划下VSIR疾病动力学的 compartmental 模型相结合。我们根据口碑传播的内容评估并比较了两种行为决定因素的情景:(1)疫苗广告,无论流行病是否正在发生都可能出现;(2)流行病状态,特别是疾病患病率。了解这两种策略之间的协同作用对于设计自愿接种疫苗活动可能尤为重要。我们发现,在流行病的初始阶段,疫苗接种率更多地由疫苗广告而非流行病状态决定。随着流行病的发展,流行病状态对于疫苗接种率变得越来越重要,极大地加速了疫苗接种率朝着稳定的疫苗接种覆盖率发展。

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