Literature DB >> 33655240

Adaptive Human Behavior in Epidemics: the Impact of Risk Misperception on the Spread of Epidemics.

Baltazar Espinoza, Madhav Marathe, Samarth Swarup, Mugdha Thakur.   

Abstract

Infections produced by pre-symptomatic and asymptomatic (non-symptomatic) individuals have been identified as major drivers of COVID-19 transmission. Non-symptomatic individuals unaware of the infection risk they pose to others, may perceive themselves --and being perceived by others-- as not representing risk of infection. Yet many epidemiological models currently in use do not include a behavioral component, and do not address the potential consequences of risk misperception. To study the impact of behavioral adaptations to the perceived infection risk, we use a mathematical model that incorporates individuals' behavioral decisions based on a projection of the future system's state over a finite planning horizon. We found that individuals' risk misperception in the presence of asymptomatic individuals may increase or reduce the final epidemic size. Moreover, under behavioral response the impact of asymptomatic infections is modulated by symptomatic individuals' behavior. Finally, we found that there is an optimal planning horizon that minimizes the final epidemic size.

Entities:  

Year:  2021        PMID: 33655240      PMCID: PMC7924275          DOI: 10.21203/rs.3.rs-220733/v1

Source DB:  PubMed          Journal:  Res Sq


  39 in total

1.  Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission.

Authors:  P van den Driessche; James Watmough
Journal:  Math Biosci       Date:  2002 Nov-Dec       Impact factor: 2.144

2.  What the data say about asymptomatic COVID infections.

Authors:  Bianca Nogrady
Journal:  Nature       Date:  2020-11       Impact factor: 49.962

3.  Temporal dynamics in viral shedding and transmissibility of COVID-19.

Authors:  Xi He; Eric H Y Lau; Peng Wu; Xilong Deng; Jian Wang; Xinxin Hao; Yiu Chung Lau; Jessica Y Wong; Yujuan Guan; Xinghua Tan; Xiaoneng Mo; Yanqing Chen; Baolin Liao; Weilie Chen; Fengyu Hu; Qing Zhang; Mingqiu Zhong; Yanrong Wu; Lingzhai Zhao; Fuchun Zhang; Benjamin J Cowling; Fang Li; Gabriel M Leung
Journal:  Nat Med       Date:  2020-04-15       Impact factor: 53.440

4.  Asymptomatic and Symptomatic Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Infections in Close Contacts of Coronavirus Disease 2019 (COVID-19) Patients: A Seroepidemiological Study.

Authors:  Hong-Jun Zhang; Ying-Ying Su; Shi-Lin Xu; Guo-Qing Chen; Chang-Cheng Li; Ren-Jie Jiang; Rong-Hai Liu; Sheng-Xiang Ge; Jun Zhang; Ning-Shao Xia; Tang Quan
Journal:  Clin Infect Dis       Date:  2021-08-02       Impact factor: 9.079

5.  Virological assessment of hospitalized patients with COVID-2019.

Authors:  Roman Wölfel; Victor M Corman; Wolfgang Guggemos; Michael Seilmaier; Sabine Zange; Marcel A Müller; Daniela Niemeyer; Terry C Jones; Patrick Vollmar; Camilla Rothe; Michael Hoelscher; Tobias Bleicker; Sebastian Brünink; Julia Schneider; Rosina Ehmann; Katrin Zwirglmaier; Christian Drosten; Clemens Wendtner
Journal:  Nature       Date:  2020-04-01       Impact factor: 49.962

6.  Merging economics and epidemiology to improve the prediction and management of infectious disease.

Authors:  Charles Perrings; Carlos Castillo-Chavez; Gerardo Chowell; Peter Daszak; Eli P Fenichel; David Finnoff; Richard D Horan; A Marm Kilpatrick; Ann P Kinzig; Nicolai V Kuminoff; Simon Levin; Benjamin Morin; Katherine F Smith; Michael Springborn
Journal:  Ecohealth       Date:  2014-09-19       Impact factor: 3.184

7.  Evidence Supporting Transmission of Severe Acute Respiratory Syndrome Coronavirus 2 While Presymptomatic or Asymptomatic.

Authors:  Nathan W Furukawa; John T Brooks; Jeremy Sobel
Journal:  Emerg Infect Dis       Date:  2020-06-21       Impact factor: 6.883

8.  Modeling behavioral change and COVID-19 containment in Mexico: A trade-off between lockdown and compliance.

Authors:  Manuel Adrian Acuña-Zegarra; Mario Santana-Cibrian; Jorge X Velasco-Hernandez
Journal:  Math Biosci       Date:  2020-05-06       Impact factor: 2.144

9.  Asymptomatic cases with SARS-CoV-2 infection.

Authors:  Yishan Wang; Hanyujie Kang; Xuefeng Liu; Zhaohui Tong
Journal:  J Med Virol       Date:  2020-05-22       Impact factor: 2.327

10.  Asymptomatic patients as a source of COVID-19 infections: A systematic review and meta-analysis.

Authors:  Andreas Kronbichler; Daniela Kresse; Sojung Yoon; Keum Hwa Lee; Maria Effenberger; Jae Il Shin
Journal:  Int J Infect Dis       Date:  2020-06-17       Impact factor: 3.623

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