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Stringency of containment and closures on the growth of SARS-CoV-2 in Canada prior to accelerated vaccine roll-out
BACKGROUND: Many studies have examined the effectiveness of non-pharmaceutical interventions (NPIs) on SARS-CoV-2 transmission worldwide. However, less attention has been devoted to understanding the limits of NPIs across the course of the pandemic and along a continuum of their stringency. In this...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8863413/ https://www.ncbi.nlm.nih.gov/pubmed/35202783 http://dx.doi.org/10.1016/j.ijid.2022.02.030 |
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author | Vickers, David M. Baral, Stefan Mishra, Sharmistha Kwong, Jeffrey C. Sundaram, Maria Katz, Alan Calzavara, Andrew Maheu-Giroux, Mathieu Buckeridge, David L. Williamson, Tyler |
author_facet | Vickers, David M. Baral, Stefan Mishra, Sharmistha Kwong, Jeffrey C. Sundaram, Maria Katz, Alan Calzavara, Andrew Maheu-Giroux, Mathieu Buckeridge, David L. Williamson, Tyler |
author_sort | Vickers, David M. |
collection | PubMed |
description | BACKGROUND: Many studies have examined the effectiveness of non-pharmaceutical interventions (NPIs) on SARS-CoV-2 transmission worldwide. However, less attention has been devoted to understanding the limits of NPIs across the course of the pandemic and along a continuum of their stringency. In this study, we explore the relationship between the growth of SARS-CoV-2 cases and an NPI stringency index across Canada before the accelerated vaccine roll-out. METHODS: We conducted an ecological time-series study of daily SARS-CoV-2 case growth in Canada from February 2020 to February 2021. Our outcome was a back-projected version of the daily growth ratio in a stringency period (i.e., a 10-point range of the stringency index) relative to the last day of the previous period. We examined the trends in case growth using a linear mixed-effects model accounting for stringency period, province, and mobility in public domains. RESULTS: Case growth declined rapidly by 20–60% and plateaued within the first month of the first wave, irrespective of the starting values of the stringency index. When stringency periods increased, changes in case growth were not immediate and were faster in the first wave than in the second. In the first wave, the largest decreasing trends from our mixed effects model occurred in both early and late stringency periods, depending on the province, at a geometric mean index value of 30⋅1 out of 100. When compared with the first wave, the stringency periods in the second wave possessed little association with case growth. CONCLUSIONS: The minimal association in the first wave, and the lack thereof in the second, is compatible with the hypothesis that NPIs do not, per se, lead to a decline in case growth. Instead, the correlations we observed might be better explained by a combination of underlying behaviors of the populations in each province and the natural dynamics of SARS-CoV-2. Although there exist alternative explanations for the equivocal relationship between NPIs and case growth, the onus of providing evidence shifts to demonstrating how NPIs can consistently have flat association, despite incrementally high stringency. |
format | Online Article Text |
id | pubmed-8863413 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88634132022-02-23 Stringency of containment and closures on the growth of SARS-CoV-2 in Canada prior to accelerated vaccine roll-out Vickers, David M. Baral, Stefan Mishra, Sharmistha Kwong, Jeffrey C. Sundaram, Maria Katz, Alan Calzavara, Andrew Maheu-Giroux, Mathieu Buckeridge, David L. Williamson, Tyler Int J Infect Dis Article BACKGROUND: Many studies have examined the effectiveness of non-pharmaceutical interventions (NPIs) on SARS-CoV-2 transmission worldwide. However, less attention has been devoted to understanding the limits of NPIs across the course of the pandemic and along a continuum of their stringency. In this study, we explore the relationship between the growth of SARS-CoV-2 cases and an NPI stringency index across Canada before the accelerated vaccine roll-out. METHODS: We conducted an ecological time-series study of daily SARS-CoV-2 case growth in Canada from February 2020 to February 2021. Our outcome was a back-projected version of the daily growth ratio in a stringency period (i.e., a 10-point range of the stringency index) relative to the last day of the previous period. We examined the trends in case growth using a linear mixed-effects model accounting for stringency period, province, and mobility in public domains. RESULTS: Case growth declined rapidly by 20–60% and plateaued within the first month of the first wave, irrespective of the starting values of the stringency index. When stringency periods increased, changes in case growth were not immediate and were faster in the first wave than in the second. In the first wave, the largest decreasing trends from our mixed effects model occurred in both early and late stringency periods, depending on the province, at a geometric mean index value of 30⋅1 out of 100. When compared with the first wave, the stringency periods in the second wave possessed little association with case growth. CONCLUSIONS: The minimal association in the first wave, and the lack thereof in the second, is compatible with the hypothesis that NPIs do not, per se, lead to a decline in case growth. Instead, the correlations we observed might be better explained by a combination of underlying behaviors of the populations in each province and the natural dynamics of SARS-CoV-2. Although there exist alternative explanations for the equivocal relationship between NPIs and case growth, the onus of providing evidence shifts to demonstrating how NPIs can consistently have flat association, despite incrementally high stringency. The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. 2022-05 2022-02-23 /pmc/articles/PMC8863413/ /pubmed/35202783 http://dx.doi.org/10.1016/j.ijid.2022.02.030 Text en © 2022 The Authors 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 Vickers, David M. Baral, Stefan Mishra, Sharmistha Kwong, Jeffrey C. Sundaram, Maria Katz, Alan Calzavara, Andrew Maheu-Giroux, Mathieu Buckeridge, David L. Williamson, Tyler Stringency of containment and closures on the growth of SARS-CoV-2 in Canada prior to accelerated vaccine roll-out |
title | Stringency of containment and closures on the growth of SARS-CoV-2 in Canada prior to accelerated vaccine roll-out |
title_full | Stringency of containment and closures on the growth of SARS-CoV-2 in Canada prior to accelerated vaccine roll-out |
title_fullStr | Stringency of containment and closures on the growth of SARS-CoV-2 in Canada prior to accelerated vaccine roll-out |
title_full_unstemmed | Stringency of containment and closures on the growth of SARS-CoV-2 in Canada prior to accelerated vaccine roll-out |
title_short | Stringency of containment and closures on the growth of SARS-CoV-2 in Canada prior to accelerated vaccine roll-out |
title_sort | stringency of containment and closures on the growth of sars-cov-2 in canada prior to accelerated vaccine roll-out |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8863413/ https://www.ncbi.nlm.nih.gov/pubmed/35202783 http://dx.doi.org/10.1016/j.ijid.2022.02.030 |
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