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Asymptomatic individuals can increase the final epidemic size under adaptive human behavior.
Espinoza, Baltazar; Marathe, Madhav; Swarup, Samarth; Thakur, Mugdha.
  • Espinoza B; Biocomplexity Institute and Initiative, Network Systems Science and Advanced Computing Division, University of Virginia, Charlottesville, VA, USA. baltazar.espinoza@virginia.edu.
  • Marathe M; Biocomplexity Institute and Initiative, Network Systems Science and Advanced Computing Division, University of Virginia, Charlottesville, VA, USA.
  • Swarup S; Biocomplexity Institute and Initiative, Network Systems Science and Advanced Computing Division, University of Virginia, Charlottesville, VA, USA.
  • Thakur M; Biocomplexity Institute and Initiative, Network Systems Science and Advanced Computing Division, University of Virginia, Charlottesville, VA, USA.
Sci Rep ; 11(1): 19744, 2021 10 05.
Article in English | MEDLINE | ID: covidwho-1454810
ABSTRACT
Infections produced by non-symptomatic (pre-symptomatic and asymptomatic) 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 be perceived by others-as not presenting a 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 the behavioral decisions of individuals, based on a projection of the system's future state over a finite planning horizon. We found that individuals' risk misperception in the presence of non-symptomatic individuals may increase or reduce the final epidemic size. Moreover, under behavioral response the impact of non-symptomatic infections is modulated by symptomatic individuals' behavior. Finally, we found that there is an optimal planning horizon that minimizes the final epidemic size.
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Full text: Available Collection: International databases Database: MEDLINE Main subject: Behavior / Asymptomatic Diseases / COVID-19 Type of study: Observational study / Prognostic study Limits: Humans Language: English Journal: Sci Rep Year: 2021 Document Type: Article Affiliation country: S41598-021-98999-2

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Full text: Available Collection: International databases Database: MEDLINE Main subject: Behavior / Asymptomatic Diseases / COVID-19 Type of study: Observational study / Prognostic study Limits: Humans Language: English Journal: Sci Rep Year: 2021 Document Type: Article Affiliation country: S41598-021-98999-2