Emergence of protective behaviour under different risk perceptions to disease spreading

Author:

Khanjanianpak Mozhgan1ORCID,Azimi-Tafreshi Nahid1,Arenas Alex2ORCID,Gómez-Gardeñes Jesús345ORCID

Affiliation:

1. Physics Department, Institute for Advanced Studies in Basic Sciences, Zanjan 45137-66731, Iran

2. Departament d’Enginyeria Informática i Matemátiques, Universitat Rovira i Virgili, Tarragona 430007, Spain

3. Department of Condensed Matter Physics, University of Zaragoza, Zaragoza 50009, Spain

4. GOTHAM Lab—BIFI, University of Zaragoza, Zaragoza 50018, Spain

5. Center for Computational Social Science (CCSS), Kobe University, Kobe 657-8501, Japan

Abstract

The behaviour of individuals is a main actor in the control of the spread of a communicable disease and, in turn, the spread of an infectious disease can trigger behavioural changes in a population. Here, we study the emergence of individuals’ protective behaviours in response to the spread of a disease by considering two different social attitudes within the same population: concerned and risky. Generally speaking, concerned individuals have a larger risk aversion than risky individuals. To study the emergence of protective behaviours, we couple, to the epidemic evolution of a susceptible-infected-susceptible model, a decision game based on the perceived risk of infection. Using this framework, we find the effect of the protection strategy on the epidemic threshold for each of the two subpopulations (concerned and risky), and study under which conditions risky individuals are persuaded to protect themselves or, on the contrary, can take advantage of a herd immunity by remaining healthy without protecting themselves, thanks to the shield provided by concerned individuals. This article is part of the theme issue ‘Emergent phenomena in complex physical and socio-technical systems: from cells to societies’.

Funder

James S. McDonnell Foundation

Universidad de Zaragoza

Agència de Gestió d'Ajuts Universitaris i de Recerca

Universitat Rovira i Virgili

Institució Catalana de Recerca i Estudis Avançats

Gobierno de Aragón

Secretaría de Estado de Investigación, Desarrollo e Innovación

Publisher

The Royal Society

Subject

General Physics and Astronomy,General Engineering,General Mathematics

Reference43 articles.

1. Anderson R, May R. 1992 Infectious diseases of humans. Dynamics and control. Oxford, UK: Oxford University Press.

2. The Mathematics of Infectious Diseases

3. Keeling M, Rohani P. 2007 Modeling infectious diseases in humans and animals. Princeton, NJ: Princeton University Press.

4. Spread of epidemic disease on networks

5. Suppressing epidemics with a limited amount of immunization units

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3