The impact of occupational risk from COVID on GP supply in England: A cross-sectional study
Asaria, M.; Fisher, R.
Show abstract
ObjectivesTo identify the risk of general practitioner mortality from COVID and the impact of measures to mitigate this risk on the level and socioeconomic distribution of primary care provision in the English NHS DesignCross sectional study SettingAll GP practices providing primary care under the NHS in England Participants45,858 GPs and 6,771 GP practices in the English NHS Main outcome measuresNumbers of high-risk GPs, high-risk single-handed GP practices, patients associated with these high-risk single-handed practices and the regional and socioeconomic distribution of each. Mortality rates from COVID by age, sex and ethnicity were used to attribute risk to GPs and the Index of Multiple Deprivation was used to determine socioeconomic distributions of the outcomes. ResultsOf 45,858 GPs in our sample 3,632 (7.9%) were classified as high risk or very high risk. Of 6,771 GP practices in our sample 639 (9.4%) were identified as single-handed practices and of these 209 (32.7%) were run by a GP at high or very high risk. These 209 single-handed practices care for 710,043 patients. GPs at the highest levels of risk from COVID, and single-handed practices run by high-risk GPs were concentrated in the most deprived neighbourhoods in the country. London had the highest proportion of both GPs and single-handed GP practices at very high risk of COVID mortality with 1,160 patients per 100,000 population registered to these practices. ConclusionsA significant proportion of GPs working in England, particularly those serving patients in the most deprived neighbourhoods, are at high risk of dying from COVID. Many of these GPs run single-handed practices. These GPs are particularly concentrated in London. There is an opportunity to provide additional support to mitigate COVID risk for GPs, GP practices and their patients. Failure to do so will likely exacerbate existing health inequalities. What is already knownO_LIKnown risk factors for morbidity and mortality from COVID-19 include age, sex, ethnicity and certain underlying health conditions. C_LIO_LINHS England have suggested that NHS staff who may be at higher risk from COVID are risk assessed and have their activities adjusted accordingly, including ceasing face to face patient contact. C_LI What this study addsO_LIThis study applies risk scoring to calculate the number of GPs practicing in England who are likely to be at high or very high risk of death from COVID. We examine the potential effect of removing GPs at high or very high risk from COVID from face to face patient contacts, estimating the number of GPs and patients likely to be affected, and relating this to deprivation and geography. C_LIO_LIWe estimate that of 45,858 GPs in our sample, 2,253 (4.9%) were classified as high risk, and 1,379 (3%) as very high risk from COVID. These are likely to be conservative estimates. C_LIO_LIGPs at high risk of COVID are more likely to work in areas of high socioeconomic deprivation. C_LIO_LIAlmost one in three single-handed GP practices (32.7%, or 209 out of 639) is run by a GP we estimate to be at high or very high risk from COVID. If these GPs did not see patients face to face, 710,043 patients would be left without face to face GP appointments. Single-handed GP practices in areas of high socioeconomic deprivation are more likely to be run by GPs at higher risk of COVID. C_LI
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The United Kingdom Research study into Ethnicity And COVID-19 outcomes in Healthcare workers (UK-REACH): Protocol for a prospective longitudinal cohort study of healthcare and ancillary workers in UK healthcare settings 94%
- Primary care use of laboratory tests in Northern Ireland Western Health and Social Care Trust: a cross-sectional study 94%
- Trends in inequalities in avoidable hospitalisations across the COVID-19 pandemic: A cohort study of 23.5 million people in England 93%
Similar papers in this journal
- STIMULATE-ICP-CAREINEQUAL - Defining usual care and examining inequalities in Long Covid support: protocol for a mixed-methods study (part of STIMULATE-ICP: Symptoms, Trajectory, Inequalities and Management: Understanding Long-COVID to Address and Transform Existing Integrated Care Pathways) 94%
- Wellbeing Impact Study of High-Speed 2 (WISH2): Protocol for a mixed-methods examination of the impact of major transport infrastructure development on mental health and wellbeing 94%
- Associations between area-level socioeconomic disadvantage and COVID-19 disease consequences in Sydney, Australia: A retrospective cohort analysis 93%
Similar papers in this journal
- Primary care transformation in Scotland: a comparison two cross-sectional national surveys of general practitioners’ views in 2018 and 2023 94%
- Implementation of predictive risk stratification to reduce emergency admissions to hospital: experiences of general practitioners and practice managers 94%
- Targeted encouragement of GP consultations for possible cancer symptoms: randomised controlled trial 93%
Similar papers in this journal
- Hospital admissions among adolescents with local authority care experience or special educational needs in England: a population-based cohort study using linked administrative data from health, education and social care services 92%
- COVID-19 mass testing in adult social care in England 89%
- Ongoing symptoms and functional impairment 12 weeks after testing positive to SARS-CoV-2 or influenza in Australia: an observational cohort study 89%
Similar papers in this journal
- Staff experiences and perspectives of delivering an integrated child health and social care service in community settings: A qualitative exploration using the SELFIE framework 93%
- Understanding the influence of leadership, organisation, and policy on delivering an integrated child health and social care service in community settings: A qualitative exploration using the SELFIE framework 90%
- Progressivity of out-of-pocket costs under Australia’s universal health care system: a national linked data study 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.