Endogenous social distancing and its underappreciated impact on the epidemic curve

被引:0
|
作者
Marko Gosak
Moritz U. G. Kraemer
Heinrich H. Nax
Matjaž Perc
Bary S. R. Pradelski
机构
[1] University of Maribor,Faculty of Natural Sciences and Mathematics
[2] University of Maribor,Faculty od Medicine
[3] University of Oxford,Department of Zoology
[4] Harvard Medical School,Behavioral Game Theory
[5] ETH Zurich,Institute of Sociology
[6] University of Zurich,Department of Medical Research
[7] China Medical University Hospital,undefined
[8] China Medical University,undefined
[9] Complexity Science Hub Vienna,undefined
[10] Univ. Grenoble Alpes,undefined
[11] CNRS,undefined
[12] Inria,undefined
[13] Grenoble INP,undefined
[14] LIG,undefined
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Social distancing is an effective strategy to mitigate the impact of infectious diseases. If sick or healthy, or both, predominantly socially distance, the epidemic curve flattens. Contact reductions may occur for different reasons during a pandemic including health-related mobility loss (severity of symptoms), duty of care for a member of a high-risk group, and forced quarantine. Other decisions to reduce contacts are of a more voluntary nature. In particular, sick people reduce contacts consciously to avoid infecting others, and healthy individuals reduce contacts in order to stay healthy. We use game theory to formalize the interaction of voluntary social distancing in a partially infected population. This improves the behavioral micro-foundations of epidemiological models, and predicts differential social distancing rates dependent on health status. The model’s key predictions in terms of comparative statics are derived, which concern changes and interactions between social distancing behaviors of sick and healthy. We fit the relevant parameters for endogenous social distancing to an epidemiological model with evidence from influenza waves to provide a benchmark for an epidemic curve with endogenous social distancing. Our results suggest that spreading similar in peak and case numbers to what partial immobilization of the population produces, yet quicker to pass, could occur endogenously. Going forward, eventual social distancing orders and lockdown policies should be benchmarked against more realistic epidemic models that take endogenous social distancing into account, rather than be driven by static, and therefore unrealistic, estimates for social mixing that intrinsically overestimate spreading.
引用
收藏
相关论文
共 50 条
  • [31] Assessing the health impact of staying at home, social distancing and lockdown measures during the Covid-19 epidemic
    Chiesa, V.
    Antony, G.
    Wismar, M.
    Rechel, B.
    EUROPEAN JOURNAL OF PUBLIC HEALTH, 2021, 31
  • [32] Epidemic Model with Restricted Circulation and Social Distancing on Some Network Topologies
    Pereira Franco, Alvaro Junio
    CELLULAR AUTOMATA, ACRI 2020, 2021, 12599 : 261 - 264
  • [33] Mandated and Voluntary Social Distancing during the COVID-19 Epidemic
    Gupta, Sumedha
    Simon, Kosali
    Wing, Coady
    BROOKINGS PAPERS ON ECONOMIC ACTIVITY, 2020, : 269 - 315
  • [34] Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment
    Hegde, Chaitra
    Rad, Ali Bahrami
    Sameni, Reza
    Clifford, Gari David
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2022, 16 (02) : 289 - 299
  • [35] The Influence of Social Capital on Youths' Anti-Epidemic Action in the Field of Epidemic-Preventative Social Distancing in China
    Guo, Peiwen
    Zeng, Dong
    Yan, Haina
    Chan, Kin-Sun
    Yin, Yifen
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (21)
  • [36] On the problem of minimizing the epidemic final size for SIR model by social distancing
    Bliman, Pierre-Alexandre
    Rapaport, Alain
    IFAC PAPERSONLINE, 2023, 56 (02): : 4049 - 4054
  • [37] Dynamic Games of Social Distancing During an Epidemic: Analysis of Asymmetric Solutions
    Kordonis, Ioannis
    Lagos, Athanasios-Rafail
    Papavassilopoulos, George P.
    DYNAMIC GAMES AND APPLICATIONS, 2022, 12 (01) : 214 - 236
  • [38] Economic considerations for social distancing and behavioral based policies during an epidemic
    Fenichel, Eli P.
    JOURNAL OF HEALTH ECONOMICS, 2013, 32 (02) : 440 - 451
  • [39] Consumption-contagion dynamics during epidemic with voluntary social distancing
    Bary, Pakasa
    Setyodewanti, Rani
    ECONOMICS BULLETIN, 2021, 41 (02): : 696 - 701
  • [40] Dynamic Games of Social Distancing During an Epidemic: Analysis of Asymmetric Solutions
    Ioannis Kordonis
    Athanasios-Rafail Lagos
    George P. Papavassilopoulos
    Dynamic Games and Applications, 2022, 12 : 214 - 236