ArticleBMJ (Clinical research ed.)2022
Burden of SARS-CoV-2 infection in healthcare workers during second wave in England and impact of vaccines: prospective multicentre cohort study (SIREN) and mathematical model.
Article in BMJ (Clinical research ed.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 50 citations in OpenAlex.
- Assessing the resilience of a key health service: The response of acute surgical provision in England to the disruption of the COVID-19 pandemic.Journal of health services research & policy · 2026Article
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- Subsequent SARS-CoV-2 Infection in Healthcare Workers: A Retrospective Cohort Study in Iran.Immunity, inflammation and disease · 2026Article
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- SARS-CoV-2 reinfection in interstitial lung disease patients and its association with clinical deterioration: a two-year prospective cohort study.BMC infectious diseases · 2025Article
- Modelling the potential use of pre-exposure prophylaxis to reduce nosocomial SARS-CoV-2 transmission.PLoS computational biology · 2025Article
- Risk of SARS-CoV-2 infection before and after the Omicron wave in a cohort of healthcare workers in Ontario, Canada.BMC infectious diseases · 2025Article
- Healthcare workers safety: a cohort study using healthcare utilisation databases on vaccination and vaccine timeliness impact against SARS-CoV-2 infection.Scientific reports · 2025Article
- Article
- Impact of interventions to reduce nosocomial transmission of SARS-CoV-2 in English NHS Trusts: a computational modelling study.BMC infectious diseases · 2024Article
- A mini review of reinfection with the SARS-CoV-2 Omicron variant.Health science reports · 2024Article
- Epidemiological profiles and outcomes of healthcare workers hospitalized for COVID-19 in five Sub-Saharan African countries: a cohort study.F1000Research · 2024Article
- Protecting the healthcare workers in low- and lower-middle-income countries through vaccination: barriers, leverages, and next steps.Global health action · 2023Article
- Evaluating pooled testing for asymptomatic screening of healthcare workers in hospitals.BMC infectious diseases · 2023Article
- Prehospital COVID-19 patients discharged at the scene - an observational study.BMC emergency medicine · 2023Observational
- Demonstrating the learning and impact of embedding participant involvement in a pandemic research study: the experience of the SARS-CoV-2 immunity & reinfection evaluation (SIREN) study UK, 2020-2023.Research involvement and engagement · 2023Article
- Pregnancy Care during the COVID-19 Pandemic in Germany: A Public Health Lens.International journal of environmental research and public health · 2023Review
- Evaluating the impact of testing strategies for the detection of nosocomial COVID-19 in English hospitals through data-driven modeling.Frontiers in medicine · 2023Article
- Healthcare Workers' Vulnerability to SARS-CoV-2 in Western Romania: A Study on Incidence and Risk Factors for Non-Vaccination and Reinfection.International journal of general medicine · 2023Article
- The impact of SARS-CoV-2 on healthcare workers of a large University Hospital in the Veneto Region: risk of infection and clinical presentation in relation to different pandemic phases and some relevant determinants.Frontiers in public health · 2023Article
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Authors and funding
13 authors at 2 institutions in 1 country.
Funding
Abstract
objectiveTo describe the incidence of, risk factors for, and impact of vaccines on primary SARS-CoV-2 infection during the second wave of the covid-19 pandemic in susceptible hospital healthcare workers in England.
designMulticentre prospective cohort study.
settingNational Health Service secondary care health organisations (trusts) in England between 1 September 2020 and 30 April 2021.
participantsClinical, support, and administrative staff enrolled in the SARS-CoV-2 Immunity and Reinfection Evaluation (SIREN) study with no evidence of previous infection. Vaccination status was obtained from national covid-19 vaccination registries and self-reported.
main outcome measureSARS-CoV-2 infection confirmed by polymerase chain reaction. Mixed effects logistic regression was conducted to determine demographic and occupational risk factors for infection, and an individual based mathematical model was used to predict how large the burden could have been if vaccines had not been available from 8 December 2020 .
resultsDuring England's second wave, 12.9% (2353/18 284) of susceptible SIREN participants became infected with SARS-CoV-2. Infections peaked in late December 2020 and decreased from January 2021, concurrent with the cohort's rapid vaccination coverage and a national lockdown. In multivariable analysis, factors increasing the likelihood of infection in the second wave were being under 25 years old (20.3% (132/651); adjusted odds ratio 1.35, 95% confidence interval 1.07 to 1.69), living in a large household (15.8% (282/1781); 1.54, 1.23 to 1.94, for participants from households of five or more people), having frequent exposure to patients with covid-19 (19.2% (723/3762); 1.79, 1.56 to 2.06, for participants with exposure every shift), working in an emergency department or inpatient ward setting (20.8% (386/1855); 1.76, 1.45 to 2.14), and being a healthcare assistant (18.1% (267/1479); 1.43, 1.16 to 1.77). Time to first vaccination emerged as being strongly associated with infection (P<0.001), with each additional day multiplying a participant's adjusted odds ratio by 1.02. Mathematical model simulations indicated that an additional 9.9% of all patient facing hospital healthcare workers would have been infected were it not for the rapid vaccination coverage.
conclusionsThe rapid covid-19 vaccine rollout from December 2020 averted infection in a large proportion of hospital healthcare workers in England: without vaccines, second wave infections could have been 69% higher. With booster vaccinations being needed for adequate protection from the omicron variant, and perhaps the need for further boosters for future variants, ensuring equitable delivery to healthcare workers is essential. The findings also highlight occupational risk factors that persisted in healthcare workers despite vaccine rollout; a greater understanding of the transmission dynamics responsible for these is needed to help to optimise the infection prevention and control policies that protect healthcare workers from infection and therefore to support staffing levels and maintain healthcare provision.
trial registrationISRCTN registry ISRCTN11041050.
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