Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Dainton, Christopher, Hay, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8043468/
https://www.ncbi.nlm.nih.gov/pubmed/33851152
http://dx.doi.org/10.21203/rs.3.rs-378425/v1
_version_ 1783678310888243200
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 two 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 6(th) and October 10(th) 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.
format Online
Article
Text
id pubmed-8043468
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher American Journal Experts
record_format MEDLINE/PubMed
spelling pubmed-80434682021-04-14 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 Res Sq Article 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 two 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 6(th) and October 10(th) 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. American Journal Experts 2021-04-08 /pmc/articles/PMC8043468/ /pubmed/33851152 http://dx.doi.org/10.21203/rs.3.rs-378425/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use.
spellingShingle Article
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 Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8043468/
https://www.ncbi.nlm.nih.gov/pubmed/33851152
http://dx.doi.org/10.21203/rs.3.rs-378425/v1
work_keys_str_mv AT daintonchristopher quantifyingtherelationshipbetweenlockdownsmobilityandeffectivereproductionnumberrtduringthecovid19pandemicinthegreatertorontoarea
AT hayalexander quantifyingtherelationshipbetweenlockdownsmobilityandeffectivereproductionnumberrtduringthecovid19pandemicinthegreatertorontoarea