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Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales
BACKGROUND: Workers across different occupations vary in their risk of SARS-CoV-2 infection, but the direct contribution of occupation to this relationship is unclear. This study aimed to investigate how infection risk differed across occupational groups in England and Wales up to April 2022, after...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10068189/ https://www.ncbi.nlm.nih.gov/pubmed/37013634 http://dx.doi.org/10.1186/s12995-023-00371-9 |
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author | Beale, Sarah Hoskins, Susan Byrne, Thomas Fong, Wing Lam Erica Fragaszy, Ellen Geismar, Cyril Kovar, Jana Navaratnam, Annalan M. D. Nguyen, Vincent Patel, Parth Yavlinsky, Alexei Johnson, Anne M. Van Tongeren, Martie Aldridge, Robert W. Hayward, Andrew |
author_facet | Beale, Sarah Hoskins, Susan Byrne, Thomas Fong, Wing Lam Erica Fragaszy, Ellen Geismar, Cyril Kovar, Jana Navaratnam, Annalan M. D. Nguyen, Vincent Patel, Parth Yavlinsky, Alexei Johnson, Anne M. Van Tongeren, Martie Aldridge, Robert W. Hayward, Andrew |
author_sort | Beale, Sarah |
collection | PubMed |
description | BACKGROUND: Workers across different occupations vary in their risk of SARS-CoV-2 infection, but the direct contribution of occupation to this relationship is unclear. This study aimed to investigate how infection risk differed across occupational groups in England and Wales up to April 2022, after adjustment for potential confounding and stratification by pandemic phase. METHODS: Data from 15,190 employed/self-employed participants in the Virus Watch prospective cohort study were used to generate risk ratios for virologically- or serologically-confirmed SARS-CoV-2 infection using robust Poisson regression, adjusting for socio-demographic and health-related factors and non-work public activities. We calculated attributable fractions (AF) amongst the exposed for belonging to each occupational group based on adjusted risk ratios (aRR). RESULTS: Increased risk was seen in nurses (aRR = 1.44, 1.25–1.65; AF = 30%, 20–39%), doctors (aRR = 1.33, 1.08–1.65; AF = 25%, 7–39%), carers (1.45, 1.19–1.76; AF = 31%, 16–43%), primary school teachers (aRR = 1.67, 1.42- 1.96; AF = 40%, 30–49%), secondary school teachers (aRR = 1.48, 1.26–1.72; AF = 32%, 21–42%), and teaching support occupations (aRR = 1.42, 1.23–1.64; AF = 29%, 18–39%) compared to office-based professional occupations. Differential risk was apparent in the earlier phases (Feb 2020—May 2021) and attenuated later (June—October 2021) for most groups, although teachers and teaching support workers demonstrated persistently elevated risk across waves. CONCLUSIONS: Occupational differences in SARS-CoV-2 infection risk vary over time and are robust to adjustment for socio-demographic, health-related, and non-workplace activity-related potential confounders. Direct investigation into workplace factors underlying elevated risk and how these change over time is needed to inform occupational health interventions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12995-023-00371-9. |
format | Online Article Text |
id | pubmed-10068189 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100681892023-04-03 Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales Beale, Sarah Hoskins, Susan Byrne, Thomas Fong, Wing Lam Erica Fragaszy, Ellen Geismar, Cyril Kovar, Jana Navaratnam, Annalan M. D. Nguyen, Vincent Patel, Parth Yavlinsky, Alexei Johnson, Anne M. Van Tongeren, Martie Aldridge, Robert W. Hayward, Andrew J Occup Med Toxicol Research BACKGROUND: Workers across different occupations vary in their risk of SARS-CoV-2 infection, but the direct contribution of occupation to this relationship is unclear. This study aimed to investigate how infection risk differed across occupational groups in England and Wales up to April 2022, after adjustment for potential confounding and stratification by pandemic phase. METHODS: Data from 15,190 employed/self-employed participants in the Virus Watch prospective cohort study were used to generate risk ratios for virologically- or serologically-confirmed SARS-CoV-2 infection using robust Poisson regression, adjusting for socio-demographic and health-related factors and non-work public activities. We calculated attributable fractions (AF) amongst the exposed for belonging to each occupational group based on adjusted risk ratios (aRR). RESULTS: Increased risk was seen in nurses (aRR = 1.44, 1.25–1.65; AF = 30%, 20–39%), doctors (aRR = 1.33, 1.08–1.65; AF = 25%, 7–39%), carers (1.45, 1.19–1.76; AF = 31%, 16–43%), primary school teachers (aRR = 1.67, 1.42- 1.96; AF = 40%, 30–49%), secondary school teachers (aRR = 1.48, 1.26–1.72; AF = 32%, 21–42%), and teaching support occupations (aRR = 1.42, 1.23–1.64; AF = 29%, 18–39%) compared to office-based professional occupations. Differential risk was apparent in the earlier phases (Feb 2020—May 2021) and attenuated later (June—October 2021) for most groups, although teachers and teaching support workers demonstrated persistently elevated risk across waves. CONCLUSIONS: Occupational differences in SARS-CoV-2 infection risk vary over time and are robust to adjustment for socio-demographic, health-related, and non-workplace activity-related potential confounders. Direct investigation into workplace factors underlying elevated risk and how these change over time is needed to inform occupational health interventions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12995-023-00371-9. BioMed Central 2023-04-03 /pmc/articles/PMC10068189/ /pubmed/37013634 http://dx.doi.org/10.1186/s12995-023-00371-9 Text en © The Author(s) 2023 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 Beale, Sarah Hoskins, Susan Byrne, Thomas Fong, Wing Lam Erica Fragaszy, Ellen Geismar, Cyril Kovar, Jana Navaratnam, Annalan M. D. Nguyen, Vincent Patel, Parth Yavlinsky, Alexei Johnson, Anne M. Van Tongeren, Martie Aldridge, Robert W. Hayward, Andrew Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales |
title | Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales |
title_full | Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales |
title_fullStr | Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales |
title_full_unstemmed | Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales |
title_short | Differential Risk of SARS-CoV-2 Infection by Occupation: Evidence from the Virus Watch prospective cohort study in England and Wales |
title_sort | differential risk of sars-cov-2 infection by occupation: evidence from the virus watch prospective cohort study in england and wales |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10068189/ https://www.ncbi.nlm.nih.gov/pubmed/37013634 http://dx.doi.org/10.1186/s12995-023-00371-9 |
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