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...
Main Authors: | , |
---|---|
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 |
id |
doaj-095bff9e79154e69ba912d339c08dfdf |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT cecileaubert therelativepowerofindividualdistancingeffortsandpublicpoliciestocurbthecovid19epidemics AT emmanuelleaugeraudveron therelativepowerofindividualdistancingeffortsandpublicpoliciestocurbthecovid19epidemics AT cecileaubert relativepowerofindividualdistancingeffortsandpublicpoliciestocurbthecovid19epidemics AT emmanuelleaugeraudveron relativepowerofindividualdistancingeffortsandpublicpoliciestocurbthecovid19epidemics |
_version_ |
1721422637408714752 |