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Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network
Objectives Universities have turned to SARS-CoV-2 models to examine campus reopening strategies. While these studies have explored a variety of modeling techniques, none have used empirical data. Methods In this study, we use an empirical proximity network of college freshmen obtained using smartpho...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8492892/ https://www.ncbi.nlm.nih.gov/pubmed/34624516 http://dx.doi.org/10.1016/j.ijid.2021.10.008 |
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author | Hambridge, Hali L. Kahn, Rebecca Onnela, Jukka-Pekka |
author_facet | Hambridge, Hali L. Kahn, Rebecca Onnela, Jukka-Pekka |
author_sort | Hambridge, Hali L. |
collection | PubMed |
description | Objectives Universities have turned to SARS-CoV-2 models to examine campus reopening strategies. While these studies have explored a variety of modeling techniques, none have used empirical data. Methods In this study, we use an empirical proximity network of college freshmen obtained using smartphone Bluetooth to simulate the spread of the virus. We investigate the role of immunization, testing, isolation, mask wearing, and social distancing in the presence of implementation challenges and imperfect compliance. Results We show that frequent testing could drastically reduce the spread of the virus if levels of immunity are low, but its effects are limited if immunity is more ubiquitous. Furthermore, moderate levels of mask wearing and social distancing could lead to additional reductions in cumulative incidence, but their benefit decreases rapidly as immunity and testing frequency increase. However, if immunity from vaccination is imperfect or declines over time, scenarios not studied here, frequent testing and other interventions may play more central roles. Conclusions Our findings suggest that although regular testing and isolation are powerful tools, they have limited benefit if immunity is high or other interventions are widely adopted. If universities can attain even moderate levels of vaccination, masking, and social distancing, they may be able to relax the frequency of testing to once every four weeks. |
format | Online Article Text |
id | pubmed-8492892 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-84928922021-10-06 Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network Hambridge, Hali L. Kahn, Rebecca Onnela, Jukka-Pekka Int J Infect Dis Article Objectives Universities have turned to SARS-CoV-2 models to examine campus reopening strategies. While these studies have explored a variety of modeling techniques, none have used empirical data. Methods In this study, we use an empirical proximity network of college freshmen obtained using smartphone Bluetooth to simulate the spread of the virus. We investigate the role of immunization, testing, isolation, mask wearing, and social distancing in the presence of implementation challenges and imperfect compliance. Results We show that frequent testing could drastically reduce the spread of the virus if levels of immunity are low, but its effects are limited if immunity is more ubiquitous. Furthermore, moderate levels of mask wearing and social distancing could lead to additional reductions in cumulative incidence, but their benefit decreases rapidly as immunity and testing frequency increase. However, if immunity from vaccination is imperfect or declines over time, scenarios not studied here, frequent testing and other interventions may play more central roles. Conclusions Our findings suggest that although regular testing and isolation are powerful tools, they have limited benefit if immunity is high or other interventions are widely adopted. If universities can attain even moderate levels of vaccination, masking, and social distancing, they may be able to relax the frequency of testing to once every four weeks. Elsevier 2021-12 2021-10-06 /pmc/articles/PMC8492892/ /pubmed/34624516 http://dx.doi.org/10.1016/j.ijid.2021.10.008 Text en Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Hambridge, Hali L. Kahn, Rebecca Onnela, Jukka-Pekka Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network |
title | Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network |
title_full | Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network |
title_fullStr | Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network |
title_full_unstemmed | Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network |
title_short | Examining SARS-CoV-2 Interventions in Residential Colleges Using an Empirical Network |
title_sort | examining sars-cov-2 interventions in residential colleges using an empirical network |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8492892/ https://www.ncbi.nlm.nih.gov/pubmed/34624516 http://dx.doi.org/10.1016/j.ijid.2021.10.008 |
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