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有可选治疗方案的疫苗接种困境中的行为激励。

Behavioral incentives in a vaccination-dilemma setting with optional treatment.

机构信息

Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, Kasuga-koen, Kasuga-shi, Fukuoka 816-8580, Japan.

Department of Mathematics, Bangladesh University of Engineering and Technology, BUET Central Road, Dhaka 1000, Bangladesh.

出版信息

Phys Rev E. 2019 Dec;100(6-1):062402. doi: 10.1103/PhysRevE.100.062402.

Abstract

Social dilemmas are situations wherein individuals choose between selfish interest and common good. One example of this is the vaccination dilemma, in which an individual who vaccinates at a cost protects not only himself but also others by helping maintain a common good called herd immunity. There is, however, a strong incentive to forgo vaccination, thus avoiding the associated cost, all the while enjoying the protection of herd immunity. To analyze behavioral incentives in a vaccination-dilemma setting in which an optional treatment is available to infected individuals, we combined epidemiological and game-theoretic methodologies by coupling a disease-spreading model with treatment and an evolutionary decision-making model. Extensive numerical simulations show that vaccine characteristics are more important in controlling the treatment adoption than the cost of treatment itself. The main effect of the latter is that expensive treatment incentivizes vaccination, which somewhat surprisingly comes at a little cost to society. More surprising is that the margin for a true synergy between vaccine and treatment in reducing the final epidemic size is very small. We furthermore find that society-centered decision making helps protect herd immunity relative to individual-centered decision making, but the latter may be better in establishing a novel vaccine. These results point to useful policy recommendations as well as to intriguing future research directions.

摘要

社会困境是指个人在自身利益和共同利益之间做出选择的情况。一个这样的例子是疫苗接种困境,在这种情况下,个人接种疫苗会付出成本,但他不仅通过帮助维持群体免疫这种共同利益来保护自己,也保护了其他人。然而,人们有很强的动机不去接种疫苗,从而避免相关成本,同时享受群体免疫的保护。为了分析在一种存在可选治疗方法的疫苗接种困境情境中的行为激励,我们通过将疾病传播模型与治疗方法以及进化决策模型相结合,将流行病学和博弈论方法结合起来。广泛的数值模拟表明,在控制治疗方法的采用方面,疫苗的特性比治疗方法的成本更为重要。后者的主要影响是昂贵的治疗方法会刺激接种疫苗,这对社会来说代价不大,这有些出人意料。更令人惊讶的是,疫苗和治疗方法协同减少最终疫情规模的空间很小。我们还发现,以社会为中心的决策有助于保护群体免疫,而以个人为中心的决策则更有利于建立新的疫苗。这些结果不仅为有用的政策建议指明了方向,也为未来的研究方向提供了有趣的思路。

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