Published January 6, 2023
| Version v1
Journal article
Open
Epidemic responses under uncertainty
- 1. Arizona State University
- 2. Stanford University
- 3. University of Chicago
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.
Data availability
All study data are included in the article, SI Appendix, and/or the accompanying online repository at https://github.com/mbarnet0/Covid.Files
Epidemic-responses-under-uncertainty.pdf
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(7.6 MB)
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Additional details
Identifiers
- DOI
- 10.1073/pnas.2208111120
- Other
- oai:uchicago.tind.io:5563
Funding
- University of Chicago
- Booth School of Business Fama Miller Center