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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,...

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Autores principales: Vardavas, Raffaele, de Lima, Pedro Nascimento, Baker, Lawrence
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2021
Materias:
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.
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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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