Cargando…
Epidemic responses under uncertainty
We examine how policymakers react to a pandemic with uncertainty around key epidemiological and economic policy parameters by embedding a macroeconomic SIR model in a robust control framework. Uncertainty about disease virulence and severity leads to stricter and more persistent quarantines, while u...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926232/ https://www.ncbi.nlm.nih.gov/pubmed/36608294 http://dx.doi.org/10.1073/pnas.2208111120 |
_version_ | 1784888234617077760 |
---|---|
author | Barnett, Michael Buchak, Greg Yannelis, Constantine |
author_facet | Barnett, Michael Buchak, Greg Yannelis, Constantine |
author_sort | Barnett, Michael |
collection | PubMed |
description | We examine how policymakers react to a pandemic with uncertainty around key epidemiological and economic policy parameters by embedding a macroeconomic SIR model in a robust control framework. Uncertainty about disease virulence and severity leads to stricter and more persistent quarantines, while uncertainty about the economic costs of mitigation leads to less stringent quarantines. On net, an uncertainty-averse planner adopts stronger mitigation measures. Intuitively, the cost of underestimating the pandemic is out-of-control growth and permanent loss of life, while the cost of underestimating the economic consequences of quarantine is more transitory. |
format | Online Article Text |
id | pubmed-9926232 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-99262322023-02-15 Epidemic responses under uncertainty Barnett, Michael Buchak, Greg Yannelis, Constantine Proc Natl Acad Sci U S A Social Sciences We examine how policymakers react to a pandemic with uncertainty around key epidemiological and economic policy parameters by embedding a macroeconomic SIR model in a robust control framework. Uncertainty about disease virulence and severity leads to stricter and more persistent quarantines, while uncertainty about the economic costs of mitigation leads to less stringent quarantines. On net, an uncertainty-averse planner adopts stronger mitigation measures. Intuitively, the cost of underestimating the pandemic is out-of-control growth and permanent loss of life, while the cost of underestimating the economic consequences of quarantine is more transitory. National Academy of Sciences 2023-01-06 2023-01-10 /pmc/articles/PMC9926232/ /pubmed/36608294 http://dx.doi.org/10.1073/pnas.2208111120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Social Sciences Barnett, Michael Buchak, Greg Yannelis, Constantine Epidemic responses under uncertainty |
title | Epidemic responses under uncertainty |
title_full | Epidemic responses under uncertainty |
title_fullStr | Epidemic responses under uncertainty |
title_full_unstemmed | Epidemic responses under uncertainty |
title_short | Epidemic responses under uncertainty |
title_sort | epidemic responses under uncertainty |
topic | Social Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926232/ https://www.ncbi.nlm.nih.gov/pubmed/36608294 http://dx.doi.org/10.1073/pnas.2208111120 |
work_keys_str_mv | AT barnettmichael epidemicresponsesunderuncertainty AT buchakgreg epidemicresponsesunderuncertainty AT yannelisconstantine epidemicresponsesunderuncertainty |