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Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state
Contact tracing is increasingly used to combat COVID-19, and digital implementations are now being deployed, many based on Apple and Google’s Exposure Notification System. These systems utilize non-traditional smartphone-based technology, presenting challenges in understanding possible outcomes. In...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7955120/ https://www.ncbi.nlm.nih.gov/pubmed/33712693 http://dx.doi.org/10.1038/s41746-021-00422-7 |
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author | Abueg, Matthew Hinch, Robert Wu, Neo Liu, Luyang Probert, William Wu, Austin Eastham, Paul Shafi, Yusef Rosencrantz, Matt Dikovsky, Michael Cheng, Zhao Nurtay, Anel Abeler-Dörner, Lucie Bonsall, David McConnell, Michael V. O’Banion, Shawn Fraser, Christophe |
author_facet | Abueg, Matthew Hinch, Robert Wu, Neo Liu, Luyang Probert, William Wu, Austin Eastham, Paul Shafi, Yusef Rosencrantz, Matt Dikovsky, Michael Cheng, Zhao Nurtay, Anel Abeler-Dörner, Lucie Bonsall, David McConnell, Michael V. O’Banion, Shawn Fraser, Christophe |
author_sort | Abueg, Matthew |
collection | PubMed |
description | Contact tracing is increasingly used to combat COVID-19, and digital implementations are now being deployed, many based on Apple and Google’s Exposure Notification System. These systems utilize non-traditional smartphone-based technology, presenting challenges in understanding possible outcomes. In this work, we create individual-based models of three Washington state counties to explore how digital exposure notifications combined with other non-pharmaceutical interventions influence COVID-19 disease spread under various adoption, compliance, and mobility scenarios. In a model with 15% participation, we found that exposure notification could reduce infections and deaths by approximately 8% and 6% and could effectively complement traditional contact tracing. We believe this can provide health authorities in Washington state and beyond with guidance on how exposure notification can complement traditional interventions to suppress the spread of COVID-19. |
format | Online Article Text |
id | pubmed-7955120 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79551202021-03-28 Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state Abueg, Matthew Hinch, Robert Wu, Neo Liu, Luyang Probert, William Wu, Austin Eastham, Paul Shafi, Yusef Rosencrantz, Matt Dikovsky, Michael Cheng, Zhao Nurtay, Anel Abeler-Dörner, Lucie Bonsall, David McConnell, Michael V. O’Banion, Shawn Fraser, Christophe NPJ Digit Med Article Contact tracing is increasingly used to combat COVID-19, and digital implementations are now being deployed, many based on Apple and Google’s Exposure Notification System. These systems utilize non-traditional smartphone-based technology, presenting challenges in understanding possible outcomes. In this work, we create individual-based models of three Washington state counties to explore how digital exposure notifications combined with other non-pharmaceutical interventions influence COVID-19 disease spread under various adoption, compliance, and mobility scenarios. In a model with 15% participation, we found that exposure notification could reduce infections and deaths by approximately 8% and 6% and could effectively complement traditional contact tracing. We believe this can provide health authorities in Washington state and beyond with guidance on how exposure notification can complement traditional interventions to suppress the spread of COVID-19. Nature Publishing Group UK 2021-03-12 /pmc/articles/PMC7955120/ /pubmed/33712693 http://dx.doi.org/10.1038/s41746-021-00422-7 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Abueg, Matthew Hinch, Robert Wu, Neo Liu, Luyang Probert, William Wu, Austin Eastham, Paul Shafi, Yusef Rosencrantz, Matt Dikovsky, Michael Cheng, Zhao Nurtay, Anel Abeler-Dörner, Lucie Bonsall, David McConnell, Michael V. O’Banion, Shawn Fraser, Christophe Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state |
title | Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state |
title_full | Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state |
title_fullStr | Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state |
title_full_unstemmed | Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state |
title_short | Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state |
title_sort | modeling the effect of exposure notification and non-pharmaceutical interventions on covid-19 transmission in washington state |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7955120/ https://www.ncbi.nlm.nih.gov/pubmed/33712693 http://dx.doi.org/10.1038/s41746-021-00422-7 |
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