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Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area

BACKGROUND: The effectiveness of lockdowns in mitigating the spread of COVID-19 has been the subject of intense debate. Data on the relationship between public health restrictions, mobility, and pandemic growth has so far been conflicting. OBJECTIVE: We assessed the relationship between public healt...

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Autores principales: Dainton, Christopher, Hay, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433050/
https://www.ncbi.nlm.nih.gov/pubmed/34507570
http://dx.doi.org/10.1186/s12889-021-11684-x
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author Dainton, Christopher
Hay, Alexander
author_facet Dainton, Christopher
Hay, Alexander
author_sort Dainton, Christopher
collection PubMed
description BACKGROUND: The effectiveness of lockdowns in mitigating the spread of COVID-19 has been the subject of intense debate. Data on the relationship between public health restrictions, mobility, and pandemic growth has so far been conflicting. OBJECTIVE: We assessed the relationship between public health restriction tiers, mobility, and COVID-19 spread in five contiguous public health units (PHUs) in the Greater Toronto Area (GTA) in Ontario, Canada. METHODS: Weekly effective reproduction number (R(t)) was calculated based on daily cases in each of the five GTA public health units between March 1, 2020, and March 19, 2021. A global mobility index (GMI) for each PHU was calculated using Google Mobility data. Segmented regressions were used to assess changes in the behaviour of R(t) over time. We calculated Pearson correlation coefficients between GMI and R(t) for each PHU and mobility regression coefficients for each mobility variable, accounting for time lag of 0, 7, and 14 days. RESULTS: In all PHUs except Toronto, the most rapid decline in R(t) occurred in the first 2 weeks of the first province-wide lockdown, and this was followed by a slight trend to increased R(t) as restrictions decreased. This trend reversed in all PHUs between September 6th and October 10th after which R(t) decreased slightly over time without respect to public health restriction tier. GMI began to increase in the first wave even before restrictions were decreased. This secular trend to increased mobility continued into the summer, driven by increased mobility to recreational spaces. The decline in GMI as restrictions were reintroduced coincides with decreasing mobility to parks after September. During the first wave, the correlation coefficients between global mobility and R(t) were significant (p < 0.01) in all PHUs 14 days after lockdown, indicating moderate to high correlation between decreased mobility and decreased viral reproduction rates, and reflecting that the incubation period brings in a time-lag effect of human mobility on R(t). In the second wave, this relationship was attenuated, and was only significant in Toronto and Durham at 14 days after lockdown. CONCLUSIONS: The association between mobility and COVID-19 spread was stronger in the first wave than the second wave. Public health restriction tiers did not alter the existing secular trend toward decreasing R(t) over time.
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spelling pubmed-84330502021-09-13 Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area Dainton, Christopher Hay, Alexander BMC Public Health Research BACKGROUND: The effectiveness of lockdowns in mitigating the spread of COVID-19 has been the subject of intense debate. Data on the relationship between public health restrictions, mobility, and pandemic growth has so far been conflicting. OBJECTIVE: We assessed the relationship between public health restriction tiers, mobility, and COVID-19 spread in five contiguous public health units (PHUs) in the Greater Toronto Area (GTA) in Ontario, Canada. METHODS: Weekly effective reproduction number (R(t)) was calculated based on daily cases in each of the five GTA public health units between March 1, 2020, and March 19, 2021. A global mobility index (GMI) for each PHU was calculated using Google Mobility data. Segmented regressions were used to assess changes in the behaviour of R(t) over time. We calculated Pearson correlation coefficients between GMI and R(t) for each PHU and mobility regression coefficients for each mobility variable, accounting for time lag of 0, 7, and 14 days. RESULTS: In all PHUs except Toronto, the most rapid decline in R(t) occurred in the first 2 weeks of the first province-wide lockdown, and this was followed by a slight trend to increased R(t) as restrictions decreased. This trend reversed in all PHUs between September 6th and October 10th after which R(t) decreased slightly over time without respect to public health restriction tier. GMI began to increase in the first wave even before restrictions were decreased. This secular trend to increased mobility continued into the summer, driven by increased mobility to recreational spaces. The decline in GMI as restrictions were reintroduced coincides with decreasing mobility to parks after September. During the first wave, the correlation coefficients between global mobility and R(t) were significant (p < 0.01) in all PHUs 14 days after lockdown, indicating moderate to high correlation between decreased mobility and decreased viral reproduction rates, and reflecting that the incubation period brings in a time-lag effect of human mobility on R(t). In the second wave, this relationship was attenuated, and was only significant in Toronto and Durham at 14 days after lockdown. CONCLUSIONS: The association between mobility and COVID-19 spread was stronger in the first wave than the second wave. Public health restriction tiers did not alter the existing secular trend toward decreasing R(t) over time. BioMed Central 2021-09-11 /pmc/articles/PMC8433050/ /pubmed/34507570 http://dx.doi.org/10.1186/s12889-021-11684-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Dainton, Christopher
Hay, Alexander
Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area
title Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area
title_full Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area
title_fullStr Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area
title_full_unstemmed Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area
title_short Quantifying the relationship between lockdowns, mobility, and effective reproduction number (Rt) during the COVID-19 pandemic in the Greater Toronto Area
title_sort quantifying the relationship between lockdowns, mobility, and effective reproduction number (rt) during the covid-19 pandemic in the greater toronto area
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433050/
https://www.ncbi.nlm.nih.gov/pubmed/34507570
http://dx.doi.org/10.1186/s12889-021-11684-x
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