The relative power of individual distancing efforts and public policies to curb the COVID-19 epidemics.

Lockdown curbs the COVID-19 epidemics but at huge costs. Public debates question its impact compared to reliance on individual responsibility. We study how rationally chosen self-protective behavior impacts the spread of the epidemics and interacts with policies. We first assess the value of lockdow...

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Main Authors: Cécile Aubert, Emmanuelle Augeraud-Véron
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0250764
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spelling doaj-095bff9e79154e69ba912d339c08dfdf2021-05-29T04:32:40ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01165e025076410.1371/journal.pone.0250764The relative power of individual distancing efforts and public policies to curb the COVID-19 epidemics.Cécile AubertEmmanuelle Augeraud-VéronLockdown curbs the COVID-19 epidemics but at huge costs. Public debates question its impact compared to reliance on individual responsibility. We study how rationally chosen self-protective behavior impacts the spread of the epidemics and interacts with policies. We first assess the value of lockdown in terms of mortality compared to a counterfactual scenario that incorporates self-protection efforts; and second, assess how individual behavior modify the epidemic dynamics when public regulations change. We couple an SLIAR model, that includes asymptomatic transmission, with utility maximization: Individuals trade off economic and wellbeing costs from physical distancing with a lower infection risk. Physical distancing effort depends on risk aversion, perceptions of the epidemics and average distancing effort in the population. Rational distancing effort is computed as a Nash Equilibrium. Equilibrium effort differs markedly from constant, stochastic or proportional contacts reduction. It adjusts to daily incidence of hospitalization in a way that creates a slightly decreasing plateau in epidemic prevalence. Calibration on French data shows that a business-as-usual benchmark yields an overestimation of the number of deaths by a factor of 10 compared to benchmarks with equilibrium efforts. However, lockdown saves nearly twice as many lives as individual efforts alone. Public policies post-lockdown have a limited impact as they partly crowd out individual efforts. Communication that increases risk salience is more effective.https://doi.org/10.1371/journal.pone.0250764
collection DOAJ
language English
format Article
sources DOAJ
author Cécile Aubert
Emmanuelle Augeraud-Véron
spellingShingle Cécile Aubert
Emmanuelle Augeraud-Véron
The relative power of individual distancing efforts and public policies to curb the COVID-19 epidemics.
PLoS ONE
author_facet Cécile Aubert
Emmanuelle Augeraud-Véron
author_sort Cécile Aubert
title The relative power of individual distancing efforts and public policies to curb the COVID-19 epidemics.
title_short The relative power of individual distancing efforts and public policies to curb the COVID-19 epidemics.
title_full The relative power of individual distancing efforts and public policies to curb the COVID-19 epidemics.
title_fullStr The relative power of individual distancing efforts and public policies to curb the COVID-19 epidemics.
title_full_unstemmed The relative power of individual distancing efforts and public policies to curb the COVID-19 epidemics.
title_sort relative power of individual distancing efforts and public policies to curb the covid-19 epidemics.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
description Lockdown curbs the COVID-19 epidemics but at huge costs. Public debates question its impact compared to reliance on individual responsibility. We study how rationally chosen self-protective behavior impacts the spread of the epidemics and interacts with policies. We first assess the value of lockdown in terms of mortality compared to a counterfactual scenario that incorporates self-protection efforts; and second, assess how individual behavior modify the epidemic dynamics when public regulations change. We couple an SLIAR model, that includes asymptomatic transmission, with utility maximization: Individuals trade off economic and wellbeing costs from physical distancing with a lower infection risk. Physical distancing effort depends on risk aversion, perceptions of the epidemics and average distancing effort in the population. Rational distancing effort is computed as a Nash Equilibrium. Equilibrium effort differs markedly from constant, stochastic or proportional contacts reduction. It adjusts to daily incidence of hospitalization in a way that creates a slightly decreasing plateau in epidemic prevalence. Calibration on French data shows that a business-as-usual benchmark yields an overestimation of the number of deaths by a factor of 10 compared to benchmarks with equilibrium efforts. However, lockdown saves nearly twice as many lives as individual efforts alone. Public policies post-lockdown have a limited impact as they partly crowd out individual efforts. Communication that increases risk salience is more effective.
url https://doi.org/10.1371/journal.pone.0250764
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