TY - JOUR
T1 - Differential Risk of SARS-CoV-2 Infection by Occupation
T2 - Evidence from the Virus Watch prospective cohort study in England and Wales
AU - the Virus Watch Collaborative
AU - Beale, Sarah
AU - Hoskins, Susan
AU - Byrne, Thomas
AU - Fong, Wing Lam Erica
AU - Fragaszy, Ellen
AU - Geismar, Cyril
AU - Kovar, Jana
AU - Navaratnam, Annalan M.D.
AU - Nguyen, Vincent
AU - Patel, Parth
AU - Yavlinsky, Alexei
AU - Johnson, Anne M.
AU - Van Tongeren, Martie
AU - Aldridge, Robert W.
AU - Hayward, Andrew
AU - Michie, Susan
AU - Hardelid, Pia
AU - Wijlaars, Linda
AU - Nastouli, Eleni
AU - Spyer, Moira
AU - Killingley, Ben
AU - Cox, Ingemar
AU - McKendry, Rachel A.
AU - Cheng, Tao
AU - Liu, Yunzhe
AU - Gibbs, Jo
AU - Gilson, Richard
AU - Rodger, Alison
N1 - Publisher Copyright:
© 2023, The Author(s).
PY - 2023/12
Y1 - 2023/12
N2 - 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.
AB - 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.
KW - Infection
KW - Occupational health
KW - Pandemic
KW - SARS-CoV-2
UR - http://www.scopus.com/inward/record.url?scp=85152573514&partnerID=8YFLogxK
U2 - 10.1186/s12995-023-00371-9
DO - 10.1186/s12995-023-00371-9
M3 - Article
AN - SCOPUS:85152573514
SN - 1745-6673
VL - 18
JO - Journal of Occupational Medicine and Toxicology
JF - Journal of Occupational Medicine and Toxicology
IS - 1
M1 - 5
ER -