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Modeling COVID-19 Nonpharmaceutical Interventions: Exploring periodic NPI strategies
We developed a COVID-19 transmission model used as part of RAND’s web-based COVID-19 decision support tool that compares the effects of nonpharmaceutical public health interventions (NPIs) on health and economic outcomes. An interdisciplinary approach informed the selection and use of multiple NPIs,...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Cold Spring Harbor Laboratory
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7941649/ https://www.ncbi.nlm.nih.gov/pubmed/33688672 http://dx.doi.org/10.1101/2021.02.28.21252642 |
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author | Vardavas, Raffaele de Lima, Pedro Nascimento Baker, Lawrence |
author_facet | Vardavas, Raffaele de Lima, Pedro Nascimento Baker, Lawrence |
author_sort | Vardavas, Raffaele |
collection | PubMed |
description | We developed a COVID-19 transmission model used as part of RAND’s web-based COVID-19 decision support tool that compares the effects of nonpharmaceutical public health interventions (NPIs) on health and economic outcomes. An interdisciplinary approach informed the selection and use of multiple NPIs, combining quantitative modeling of the health/economic impacts of interventions with qualitative assessments of other important considerations (e.g., cost, ease of implementation, equity). This paper provides further details of our model, describes extensions, presents sensitivity analyses, and analyzes strategies that periodically switch between a base NPI level and a higher NPI level. We find that a periodic strategy, if implemented with perfect compliance, could have produced similar health outcomes as static strategies but might have produced better outcomes when considering other measures of social welfare. Our findings suggest that there are opportunities to shape the tradeoffs between economic and health outcomes by carefully evaluating a more comprehensive range of reopening policies. |
format | Online Article Text |
id | pubmed-7941649 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-79416492021-03-10 Modeling COVID-19 Nonpharmaceutical Interventions: Exploring periodic NPI strategies Vardavas, Raffaele de Lima, Pedro Nascimento Baker, Lawrence medRxiv Article We developed a COVID-19 transmission model used as part of RAND’s web-based COVID-19 decision support tool that compares the effects of nonpharmaceutical public health interventions (NPIs) on health and economic outcomes. An interdisciplinary approach informed the selection and use of multiple NPIs, combining quantitative modeling of the health/economic impacts of interventions with qualitative assessments of other important considerations (e.g., cost, ease of implementation, equity). This paper provides further details of our model, describes extensions, presents sensitivity analyses, and analyzes strategies that periodically switch between a base NPI level and a higher NPI level. We find that a periodic strategy, if implemented with perfect compliance, could have produced similar health outcomes as static strategies but might have produced better outcomes when considering other measures of social welfare. Our findings suggest that there are opportunities to shape the tradeoffs between economic and health outcomes by carefully evaluating a more comprehensive range of reopening policies. Cold Spring Harbor Laboratory 2021-03-21 /pmc/articles/PMC7941649/ /pubmed/33688672 http://dx.doi.org/10.1101/2021.02.28.21252642 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Vardavas, Raffaele de Lima, Pedro Nascimento Baker, Lawrence Modeling COVID-19 Nonpharmaceutical Interventions: Exploring periodic NPI strategies |
title | Modeling COVID-19 Nonpharmaceutical Interventions: Exploring periodic NPI strategies |
title_full | Modeling COVID-19 Nonpharmaceutical Interventions: Exploring periodic NPI strategies |
title_fullStr | Modeling COVID-19 Nonpharmaceutical Interventions: Exploring periodic NPI strategies |
title_full_unstemmed | Modeling COVID-19 Nonpharmaceutical Interventions: Exploring periodic NPI strategies |
title_short | Modeling COVID-19 Nonpharmaceutical Interventions: Exploring periodic NPI strategies |
title_sort | modeling covid-19 nonpharmaceutical interventions: exploring periodic npi strategies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7941649/ https://www.ncbi.nlm.nih.gov/pubmed/33688672 http://dx.doi.org/10.1101/2021.02.28.21252642 |
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