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Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study
BACKGROUND: Face masks have become commonplace across the USA because of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epidemic. Although evidence suggests that masks help to curb the spread of the disease, there is little empirical research at the population level. We investigate...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7817421/ https://www.ncbi.nlm.nih.gov/pubmed/33483277 http://dx.doi.org/10.1016/S2589-7500(20)30293-4 |
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author | Rader, Benjamin White, Laura F Burns, Michael R Chen, Jack Brilliant, Joseph Cohen, Jon Shaman, Jeffrey Brilliant, Larry Kraemer, Moritz U G Hawkins, Jared B Scarpino, Samuel V Astley, Christina M Brownstein, John S |
author_facet | Rader, Benjamin White, Laura F Burns, Michael R Chen, Jack Brilliant, Joseph Cohen, Jon Shaman, Jeffrey Brilliant, Larry Kraemer, Moritz U G Hawkins, Jared B Scarpino, Samuel V Astley, Christina M Brownstein, John S |
author_sort | Rader, Benjamin |
collection | PubMed |
description | BACKGROUND: Face masks have become commonplace across the USA because of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epidemic. Although evidence suggests that masks help to curb the spread of the disease, there is little empirical research at the population level. We investigate the association between self-reported mask-wearing, physical distancing, and SARS-CoV-2 transmission in the USA, along with the effect of statewide mandates on mask uptake. METHODS: Serial cross-sectional surveys were administered via a web platform to randomly surveyed US individuals aged 13 years and older, to query self-reports of face mask-wearing. Survey responses were combined with instantaneous reproductive number (R(t)) estimates from two publicly available sources, the outcome of interest. Measures of physical distancing, community demographics, and other potential sources of confounding (from publicly available sources) were also assessed. We fitted multivariate logistic regression models to estimate the association between mask-wearing and community transmission control (R(t)<1). Additionally, mask-wearing in 12 states was evaluated 2 weeks before and after statewide mandates. FINDINGS: 378 207 individuals responded to the survey between June 3 and July 27, 2020, of which 4186 were excluded for missing data. We observed an increasing trend in reported mask usage across the USA, although uptake varied by geography. A logistic model controlling for physical distancing, population demographics, and other variables found that a 10% increase in self-reported mask-wearing was associated with an increased odds of transmission control (odds ratio 3·53, 95% CI 2·03–6·43). We found that communities with high reported mask-wearing and physical distancing had the highest predicted probability of transmission control. Segmented regression analysis of reported mask-wearing showed no statistically significant change in the slope after mandates were introduced; however, the upward trend in reported mask-wearing was preserved. INTERPRETATION: The widespread reported use of face masks combined with physical distancing increases the odds of SARS-CoV-2 transmission control. Self-reported mask-wearing increased separately from government mask mandates, suggesting that supplemental public health interventions are needed to maximise adoption and help to curb the ongoing epidemic. FUNDING: Flu Lab, Google.org (via the Tides Foundation), National Institutes for Health, National Science Foundation, Morris-Singer Foundation, MOOD, Branco Weiss Fellowship, Ending Pandemics, Centers for Disease Control and Prevention (USA). |
format | Online Article Text |
id | pubmed-7817421 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Author(s). Published by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78174212021-01-21 Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study Rader, Benjamin White, Laura F Burns, Michael R Chen, Jack Brilliant, Joseph Cohen, Jon Shaman, Jeffrey Brilliant, Larry Kraemer, Moritz U G Hawkins, Jared B Scarpino, Samuel V Astley, Christina M Brownstein, John S Lancet Digit Health Articles BACKGROUND: Face masks have become commonplace across the USA because of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epidemic. Although evidence suggests that masks help to curb the spread of the disease, there is little empirical research at the population level. We investigate the association between self-reported mask-wearing, physical distancing, and SARS-CoV-2 transmission in the USA, along with the effect of statewide mandates on mask uptake. METHODS: Serial cross-sectional surveys were administered via a web platform to randomly surveyed US individuals aged 13 years and older, to query self-reports of face mask-wearing. Survey responses were combined with instantaneous reproductive number (R(t)) estimates from two publicly available sources, the outcome of interest. Measures of physical distancing, community demographics, and other potential sources of confounding (from publicly available sources) were also assessed. We fitted multivariate logistic regression models to estimate the association between mask-wearing and community transmission control (R(t)<1). Additionally, mask-wearing in 12 states was evaluated 2 weeks before and after statewide mandates. FINDINGS: 378 207 individuals responded to the survey between June 3 and July 27, 2020, of which 4186 were excluded for missing data. We observed an increasing trend in reported mask usage across the USA, although uptake varied by geography. A logistic model controlling for physical distancing, population demographics, and other variables found that a 10% increase in self-reported mask-wearing was associated with an increased odds of transmission control (odds ratio 3·53, 95% CI 2·03–6·43). We found that communities with high reported mask-wearing and physical distancing had the highest predicted probability of transmission control. Segmented regression analysis of reported mask-wearing showed no statistically significant change in the slope after mandates were introduced; however, the upward trend in reported mask-wearing was preserved. INTERPRETATION: The widespread reported use of face masks combined with physical distancing increases the odds of SARS-CoV-2 transmission control. Self-reported mask-wearing increased separately from government mask mandates, suggesting that supplemental public health interventions are needed to maximise adoption and help to curb the ongoing epidemic. FUNDING: Flu Lab, Google.org (via the Tides Foundation), National Institutes for Health, National Science Foundation, Morris-Singer Foundation, MOOD, Branco Weiss Fellowship, Ending Pandemics, Centers for Disease Control and Prevention (USA). The Author(s). Published by Elsevier Ltd. 2021-03 2021-01-19 /pmc/articles/PMC7817421/ /pubmed/33483277 http://dx.doi.org/10.1016/S2589-7500(20)30293-4 Text en © 2021 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license 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 | Articles Rader, Benjamin White, Laura F Burns, Michael R Chen, Jack Brilliant, Joseph Cohen, Jon Shaman, Jeffrey Brilliant, Larry Kraemer, Moritz U G Hawkins, Jared B Scarpino, Samuel V Astley, Christina M Brownstein, John S Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study |
title | Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study |
title_full | Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study |
title_fullStr | Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study |
title_full_unstemmed | Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study |
title_short | Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study |
title_sort | mask-wearing and control of sars-cov-2 transmission in the usa: a cross-sectional study |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7817421/ https://www.ncbi.nlm.nih.gov/pubmed/33483277 http://dx.doi.org/10.1016/S2589-7500(20)30293-4 |
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