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将反疫苗情绪建模为一种文化病原体。

Modelling anti-vaccine sentiment as a cultural pathogen.

作者信息

Mehta Rohan S, Rosenberg Noah A

机构信息

Department of Biology, Stanford University, Stanford, CA 94305, USA.

出版信息

Evol Hum Sci. 2020 May 7;2:e21. doi: 10.1017/ehs.2020.17. eCollection 2020.

Abstract

Culturally transmitted traits that have deleterious effects on health-related traits can be regarded as . A cultural pathogen can produce coupled dynamics with its associated health-related traits, so that understanding the dynamics of a health-related trait benefits from consideration of the dynamics of the associated cultural pathogen. Here, we treat anti-vaccine sentiment as a cultural pathogen, modelling its 'infection' dynamics with the infection dynamics of the associated vaccine-preventable disease. In a coupled susceptible-infected-resistant (SIR) model, consisting of an SIR model for the anti-vaccine sentiment and an interacting SIR model for the infectious disease, we explore the effect of anti-vaccine sentiment on disease dynamics. We find that disease endemism is contingent on the presence of the sentiment, and that presence of sentiment can enable diseases to become endemic when they would otherwise have disappeared. Furthermore, the sentiment dynamics can create situations in which the disease suddenly returns after a long period of dormancy. We study the effect of assortative sentiment-based interactions on the dynamics of sentiment and disease, identifying a tradeoff whereby assortative meeting aids the spread of a disease but hinders the spread of sentiment. Our results can contribute to finding strategies that reduce the impact of a cultural pathogen on disease, illuminating the value of cultural evolutionary modelling in the analysis of disease dynamics.

摘要

对健康相关性状有有害影响的文化传播性状可被视为……一种文化病原体可与其相关的健康相关性状产生耦合动态,因此,理解健康相关性状的动态受益于对相关文化病原体动态的考量。在此,我们将反疫苗情绪视为一种文化病原体,用相关疫苗可预防疾病的感染动态来模拟其“感染”动态。在一个由反疫苗情绪的易感-感染-免疫(SIR)模型和传染病的相互作用SIR模型组成的耦合SIR模型中,我们探究了反疫苗情绪对疾病动态的影响。我们发现疾病的地方流行取决于这种情绪的存在,并且这种情绪的存在可使疾病在原本会消失的情况下成为地方病。此外,情绪动态可创造出疾病在长期休眠后突然复发的情况。我们研究了基于情绪的同类相聚相互作用对情绪和疾病动态的影响,确定了一种权衡,即同类相聚的会面有助于疾病传播,但会阻碍情绪传播。我们的结果有助于找到减少文化病原体对疾病影响的策略,阐明文化进化建模在疾病动态分析中的价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8fc8/10427458/e5aecbc18bdb/S2513843X20000171_figAb.jpg

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