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Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois
PURPOSE: Even with an efficacious vaccine, protective behaviors (social distancing, masking) are essential for preventing COVID-19 transmission and could become even more important if current or future variants evade immunity from vaccines or prior infection. METHODS: We created an agent-based model...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9212859/ https://www.ncbi.nlm.nih.gov/pubmed/35728733 http://dx.doi.org/10.1016/j.annepidem.2022.06.005 |
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author | Hotton, Anna L. Ozik, Jonathan Kaligotla, Chaitanya Collier, Nick Stevens, Abby Khanna, Aditya S. MacDonell, Margaret M. Wang, Cheng LePoire, David J. Chang, Young-Soo Martinez-Moyano, Ignacio J. Mucenic, Bogdan Pollack, Harold A. Schneider, John A. Macal, Charles |
author_facet | Hotton, Anna L. Ozik, Jonathan Kaligotla, Chaitanya Collier, Nick Stevens, Abby Khanna, Aditya S. MacDonell, Margaret M. Wang, Cheng LePoire, David J. Chang, Young-Soo Martinez-Moyano, Ignacio J. Mucenic, Bogdan Pollack, Harold A. Schneider, John A. Macal, Charles |
author_sort | Hotton, Anna L. |
collection | PubMed |
description | PURPOSE: Even with an efficacious vaccine, protective behaviors (social distancing, masking) are essential for preventing COVID-19 transmission and could become even more important if current or future variants evade immunity from vaccines or prior infection. METHODS: We created an agent-based model representing the Chicago population and conducted experiments to determine the effects of varying adult out-of-household activities (OOHA), school reopening, and protective behaviors across age groups on COVID-19 transmission and hospitalizations. RESULTS: From September-November 2020, decreasing adult protective behaviors and increasing adult OOHA both substantially impacted COVID-19 outcomes; school reopening had relatively little impact when adult protective behaviors and OOHA were maintained. As of November 1, 2020, a 50% reduction in young adult (age 18–40) protective behaviors resulted in increased latent infection prevalence per 100,000 from 15.93 (IQR 6.18, 36.23) to 40.06 (IQR 14.65, 85.21) and 19.87 (IQR 6.83, 46.83) to 47.74 (IQR 18.89, 118.77) with 15% and 45% school reopening. Increasing adult (age ≥18) OOHA from 65% to 80% of prepandemic levels resulted in increased latent infection prevalence per 100,000 from 35.18 (IQR 13.59, 75.00) to 69.84 (IQR 33.27, 145.89) and 38.17 (IQR 15.84, 91.16) to 80.02 (IQR 30.91, 186.63) with 15% and 45% school reopening. Similar patterns were observed for hospitalizations. CONCLUSIONS: In areas without widespread vaccination coverage, interventions to maintain adherence to protective behaviors, particularly among younger adults and in out-of-household settings, remain a priority for preventing COVID-19 transmission. |
format | Online Article Text |
id | pubmed-9212859 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92128592022-06-22 Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois Hotton, Anna L. Ozik, Jonathan Kaligotla, Chaitanya Collier, Nick Stevens, Abby Khanna, Aditya S. MacDonell, Margaret M. Wang, Cheng LePoire, David J. Chang, Young-Soo Martinez-Moyano, Ignacio J. Mucenic, Bogdan Pollack, Harold A. Schneider, John A. Macal, Charles Ann Epidemiol Original Article PURPOSE: Even with an efficacious vaccine, protective behaviors (social distancing, masking) are essential for preventing COVID-19 transmission and could become even more important if current or future variants evade immunity from vaccines or prior infection. METHODS: We created an agent-based model representing the Chicago population and conducted experiments to determine the effects of varying adult out-of-household activities (OOHA), school reopening, and protective behaviors across age groups on COVID-19 transmission and hospitalizations. RESULTS: From September-November 2020, decreasing adult protective behaviors and increasing adult OOHA both substantially impacted COVID-19 outcomes; school reopening had relatively little impact when adult protective behaviors and OOHA were maintained. As of November 1, 2020, a 50% reduction in young adult (age 18–40) protective behaviors resulted in increased latent infection prevalence per 100,000 from 15.93 (IQR 6.18, 36.23) to 40.06 (IQR 14.65, 85.21) and 19.87 (IQR 6.83, 46.83) to 47.74 (IQR 18.89, 118.77) with 15% and 45% school reopening. Increasing adult (age ≥18) OOHA from 65% to 80% of prepandemic levels resulted in increased latent infection prevalence per 100,000 from 35.18 (IQR 13.59, 75.00) to 69.84 (IQR 33.27, 145.89) and 38.17 (IQR 15.84, 91.16) to 80.02 (IQR 30.91, 186.63) with 15% and 45% school reopening. Similar patterns were observed for hospitalizations. CONCLUSIONS: In areas without widespread vaccination coverage, interventions to maintain adherence to protective behaviors, particularly among younger adults and in out-of-household settings, remain a priority for preventing COVID-19 transmission. Elsevier Inc. 2022-12 2022-06-18 /pmc/articles/PMC9212859/ /pubmed/35728733 http://dx.doi.org/10.1016/j.annepidem.2022.06.005 Text en © 2022 Elsevier Inc. All rights reserved. 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 | Original Article Hotton, Anna L. Ozik, Jonathan Kaligotla, Chaitanya Collier, Nick Stevens, Abby Khanna, Aditya S. MacDonell, Margaret M. Wang, Cheng LePoire, David J. Chang, Young-Soo Martinez-Moyano, Ignacio J. Mucenic, Bogdan Pollack, Harold A. Schneider, John A. Macal, Charles Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois |
title | Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois |
title_full | Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois |
title_fullStr | Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois |
title_full_unstemmed | Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois |
title_short | Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois |
title_sort | impact of changes in protective behaviors and out-of-household activities by age on covid-19 transmission and hospitalization in chicago, illinois |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9212859/ https://www.ncbi.nlm.nih.gov/pubmed/35728733 http://dx.doi.org/10.1016/j.annepidem.2022.06.005 |
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