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<summary class="govuk-detBusiness leaders within the eating and drinking out sector in the United Kingdom expected their biggest challenges for business recovery post-lockdown due to the coronavirus (COVID-19) pandemic to be operational changes and Government regulations. Challenges related to staff and supply were not considered as major.
The data includes:
See the detailed data on the https://coronavirus.data.gov.uk/?_ga=2.3556087.692429653.1632134992-1536954384.1620657761" class="govuk-link">progress of the coronavirus pandemic. This includes the number of people testing positive, case rates and deaths within 28 days of positive test by lower tier local authority.
Also see guidance on COVID-19 restrictions.
Understanding Society, (UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex and the survey research organisations Verian Group (formerly Kantar Public) and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991.
Understanding Society (UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex and the survey research organisations Kantar Public and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991.
The Understanding Society COVID-19 Study, 2020-2021 is a regular survey of households in the UK. The aim of the study is to enable research on the socio-economic and health consequences of the COVID-19 pandemic, in the short and long term. The surveys started in April 2020 and took place monthly until July 2020. From September 2020 they took place every other month until March 2021 and the final wave was fielded in September 2021. They complement the annual interviews of the Understanding Society study. The data can be linked to data on the same individuals from previous waves of the annual interviews (SN 6614) using the personal identifier pidp. However, the most recent pre-pandemic (2019) annual interviews for all respondents who have taken part in the COVID-19 Study are included as part of this data release. Please refer to the User Guide for further information on linking in this way and for geographical information options.
Latest edition information
For the eleventh edition (December 2021), revised April, May, June, July, September, November 2020, January 2021 and March 2021 data files for the adult survey have been deposited. These files have been amended to address issues identified during ongoing quality assurance activities. All documentation has been updated to explain the revisions, and users are advised to consult the documentation for details. In addition new data from the September 2021 web survey have been deposited.
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This page is no longer updated. It has been superseded by the Business insights and impacts on the UK economy dataset page (see link in Notices). It contains comprehensive weighted datasets for Wave 7 onwards. All future BICS datasets will be available there. The datasets on this page include mainly unweighted responses from the voluntary fortnightly business survey, which captures businesses’ responses on how their turnover, workforce prices, trade and business resilience have been affected in the two-week reference period, up to Wave 17.
As of May 2020, 32 percent of Brits expected the social distancing instructions as a result of the coronavirus (COVID-19) to stay in place until 2021. Four percent thought the measures would stay until the end of December 2020, while eleven percent thought social distancing would be over at the end of July.
The latest number of cases in the UK can be found here. For further information about the coronavirus pandemic, please visit our dedicated Facts and Figures page.
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Pregnancy and health characteristics of respondents from online survey for pregnant women with GDM during COVID-19 pandemic according to meeting the physical activity guidelines/not meeting physical activity guidelines.
Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
License information was derived automatically
Experimental statistics from the Student Experiences Insights Survey (SEIS) in England. Includes information on the mental health and well-being, behaviours, plans, and opinions of first year higher education students in the context of guidance on the coronavirus (COVID-19) pandemic.
The data reflects the first 35 weeks of operation of NHS Test and Trace in England since late March 2020.
Testing:
Contact tracing:
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Additional file 4. Confirmed and Deaths Data.
In May 2020, a survey carried out in the United Kingdom found that there was little faith in the British public to use common sense when meeting relatives during the Coronavirus lockdown. 27 percent of respondents were very confident in the people they know to use common sense with regards to the lockdown guidance, but only seven percent were very confident in the common sense of the wider British public. The latest number of cases in the UK can be found here. For further information about the coronavirus pandemic, please visit our dedicated Facts and Figures page.
Data on COVID-19 vaccination update in health care workers in NHS Trusts.
These data were generated as part of a 12-month ESRC-funded research project examining the impact of the new and changed regulations arising from the COVID-19 pandemic on the UK small business community. Researchers from Newcastle University and the University of Birmingham, in collaboration with the Federation of Small Businesses (FSB), conducted a survey and follow-up interviews with small businesses across all regions of the UK to understand their experience of understanding and responding to regulations during the pandemic. The transcripts archived here comprise interviews with small business owners (n=23).
Regulations introduced due to the governmental response to COVID-19 force business leaders to take decisions with far-reaching consequences for employees' livelihoods, public and employee health, and the viability and survival of their businesses. Crucially, what underpins such decisions are complex judgements based on their understanding of the regulatory context and their capacity to discriminate between swathes of legal obligation and guidance of different kinds. This presents a particularly significant challenge to small businesses (0-49 employees) due to their constrained resources.
The current pandemic represents the immediate context for this research, which will undertake a large-scale survey with follow-up interviews to understand how small businesses receive, understand and act on the UK's regulatory response to the pandemic and the financial, legal, and emotional costs of complying with this regulatory challenge. The UK regulatory context is further complicated by actions being taken at the level of devolved nations and regionalised variation of regulatory impact at different times.
The research, in partnership with the FSB (Federation of Small Businesses), will provide evidence and insights to inform governmental regulatory responses to future public health crises and to regulation in a post-COVID landscape. It will arm those who formulate regulation and related guidance relevant to small businesses with greater clarity about the means by which businesses receive and interpret guidance, and whether and how they act on it. Regulation informed in this way has the potential to deliver a positive impact on employees' livelihoods, public and employee health, and the survival of UK small businesses.
Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
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Experimental statistics from the Student Experiences Insights Survey (SEIS) in England. Includes information on the behaviours, plans, opinions and well-being of higher education students in their third year or higher in the context of guidance on the coronavirus (COVID-19) pandemic. The period covered in this dataset is 29 November to 20 December 2021.
The data on Explore Education Statistics shows attendance in education settings since Monday 23 March 2020, and in early years settings since Thursday 16 April 2020. The summary explains the responses for a set time frame.
The data is collected from a daily education settings status form and a monthly local authority early years survey.
Previously published data on attendance in education and early years settings during the coronavirus (COVID-19) pandemic is also available.
This project adopts two main research instruments - two online questionnaires (2 surveys of circa 1400 UK ‘new’ homeworkers each, June-July 2020 & Dec-February 2021). The second instrument is a series of semi-structed interviews (4 x Interviews with 80 ‘new’ homeworkers across UK, May 2020 – July 2021).
The COVID-19 outbreak has forced companies to embrace home-based working (HBW) at such speed that they have had little opportunity to consider the impact on their workers. It can be argued that the crisis has led to the most significant, intensive social experiment of digital, HBW that has ever occurred. The current situation, which involves the whole household being based at home, is an unprecedented challenge which may be at least an intermittent fixture, for the next eighteen months (BBC Futures, 25/03/20).
The press have suggested that this revolution might also offer an opportunity for many companies to finally build a culture that allows long-overdue work flexibility ... many employees for companies who have sent all staff home are already starting to question why they had to go into the office in the first place (The Guardian, 13/02/20). These optimistic takes on the current patterns of work focus on HBW's emancipatory potential, offering flexibility, the lubrication of work and family responsibilities and the promise of increased productivity. Yet, this new world order, where the home becomes a multi-occupational, multi-person workplace and school, not only challenges boundaries but also conceptions of the domestic space.
The impact of homeworking is likely to present significant variation depending on organisational support, the worker's role, socio-economic status, employment status, as well as household composition and size of living space. There are significant concerns regarding intensified HBW, including poor work-life balance, enhanced domestic tensions and disproportionately negative impacts on those in lower socio-economic groupings. Moreover, HBW increases the proportion of time women (most often) spend on housework and childcare, reproducing and reinforcing gender roles within the new 'work-space'
We will examine in-depth this radical shift in working arrangements and how it impacts on the wellbeing and productivity of workers and their households. Using a combination of in-depth interviews with sixty participants, representing the spectrum of this novel group of homeworkers, as well as a large-scale survey, this project (Working@Home) will provide unrivalled insights into the experience of home-working for the UK population and will serve as a permanent record of the lives of citizens in this unprecedented time.
The research will be key in understanding the expectations that organisations have placed on workers, as well as the robustness of support systems that have been put in place, taking into account the rapid advancement of home working systems with almost no preparation and only limited existing support structures or expertise. The findings will provide a benchmark for the resilience of both individuals and businesses and demonstrate the potential for the robustness of the infrastructure in the return to a 'new normal' after the crisis.
In order to ensure that the findings from the project are accessible to all, we are developing a website (workingathome.org.uk) that will host up to date information on the progress of the project, details of the project team, guidance for participants as well as information regarding our webinar series. The project aims to produce guidance to individuals, organisations and policy makers on how to best manage the ongoing medical emergency from a home-working perspective as well as providing guidance for any future pandemic scenario.
In a survey carried out in May 2020, 18 percent of Brits surveyed think that schools in the UK should re-open once new cases of coronavirus infections starts to go down, while 52 percent believe they should re-open under the same circumstances but close down if infections begin to rise again. There was very little support for any of the places to open as normal again on June 1, regardless of the situation, while 25 percent of respondents thought that pubs should not open again until a vaccine for coronavirus is found.
The latest number of cases in the UK can be found here. For further information about the coronavirus pandemic, please visit our dedicated Facts and Figures page.
Due to changes in the collection and availability of data on COVID-19 this page will no longer be updated. The webpage will no longer be available as of 11 May 2023. On-going, reliable sources of data for COVID-19 are available via the COVID-19 dashboard, Office for National Statistics, and the UKHSA This page provides a weekly summary of data on deaths related to COVID-19 published by NHS England and the Office for National Statistics. More frequent reporting on COVID-19 deaths is now available here, alongside data on cases, hospitalisations, and vaccinations. This update contains data on deaths related to COVID-19 from: NHS England COVID-19 Daily Deaths - last updated on 28 June 2022 with data up to and including 27 June 2022. ONS weekly deaths by Local Authority - last updated on 16 August 2022 with data up to and including 05 August 2022. Summary notes about each these sources are provided at the end of this document. Note on interpreting deaths data: statistics from the available sources differ in definition, timing and completeness. It is important to understand these differences when interpreting the data or comparing between sources. Weekly Key Points An additional 24 deaths in London hospitals of patients who had tested positive for COVID-19 and an additional 5 where COVID-19 was mentioned on the death certificate were announced in the week ending 27 June 2022. This compares with 40 and 3 for the previous week. A total of 306 deaths in hospitals of patients who had tested positive for COVID-19 and 27 where COVID-19 was mentioned on the death certificate were announced for England as whole. This compares with 301 and 26 for the previous week. The total number of COVID-19 deaths reported in London hospitals of patients who had tested positive for COVID-19 is now 19,102. The total number of deaths in London hospitals where COVID-19 was mentioned on the death certificate is now 1,590. This compares to figures of 119,237 and 8,197 for English hospitals as a whole. Due to the delay between death occurrence and reporting, the estimated number of deaths to this point will be revised upwards over coming days These figures do not include deaths that occurred outside of hospitals. Data from ONS has indicated that the majority (79%) of COVID-19 deaths in London have taken place in hospitals. Recently announced deaths in Hospitals 21 June 22 June 23 June 24 June 25 June 26 June 27 June London No positive test 0 0 1 4 0 0 0 London Positive test 3 7 2 10 0 0 2 Rest of England No positive test 2 6 4 4 0 0 6 Rest of England Positive test 47 49 41 58 6 0 81 16 May 23 May 30 May 06 June 13 June 20 June 27 June London No positive test 14 3 4 0 4 3 5 London Positive test 45 34 55 20 62 40 24 Rest of England No positive test 41 58 33 23 47 23 22 Rest of England Positive test 456 375 266 218 254 261 282 Deaths by date of occurrence 21 June 22 June 23 June 24 June 25 June 26 June 27 June London 20,683 20,686 20,690 20,691 20,692 20,692 20,692 Rest of England 106,604 106,635 106,679 106,697 106,713 106,733 106,742 Interpreting the data The data published by NHS England are incomplete due to: delays in the occurrence and subsequent reporting of deaths deaths occurring outside of hospitals not being included The total deaths reported up to a given point are therefore less than the actual number that have occurred by the same point. Delays in reporting NHS provide the following guidance regarding the delay between occurrence and reporting of deaths: Confirmation of COVID-19 diagnosis, death notification and reporting in central figures can take up to several days and the hospitals providing the data are under significant operational pressure. This means that the totals reported at 5pm on each day may not include all deaths that occurred on that day or on recent prior days. The data published by NHS England for reporting periods from April 1st onward includes both date of occurrence and date of reporting and so it is possible to illustrate the distribution of these reporting delays. This data shows that approximately 10% of COVID-19 deaths occurring in London hospitals are included in the reporting period ending on the same day, and that approximately two-thirds of deaths were reported by two days after the date of occurrence. Deaths outside of hospitals The data published by NHS England does not include deaths that occur outside of hospitals, i.e. those in homes, hospices, and care homes. ONS have published data for deaths by place of occurrence. This shows that, up to 05 August, 79% of deaths in London recorded as involving COVID-19 occurred in hospitals (this compares with 44% for all causes of death). This would suggest that the NHS England data may underestimate overall deaths from COVID-19 by around 20%. Number of deaths Proportion of deaths Week ending Hospital Care home Home Other Hospital Care home Home Other 06 Mar 2020 1 1 0 0 50% 50% 0% 0% 13 Mar 2020 13 0 4 0 76% 0% 24% 0% 20 Mar 2020 148 9 11 0 88% 5% 7% 0% 27 Mar 2020 610 45 53 14 84% 6% 7% 2% 03 Apr 2020 1,215 132 143 27 80% 9% 9% 2% 10 Apr 2020 1,495 282 162 32 76% 14% 8% 2% 17 Apr 2020 1,076 295 101 29 72% 20% 7% 2% 24 Apr 2020 669 210 72 35 68% 21% 7% 4% 01 May 2020 348 125 43 15 66% 24% 8% 3% 08 May 2020 261 93 29 16 65% 23% 7% 4% 15 May 2020 152 51 22 5 66% 22% 10% 2% 22 May 2020 93 51 10 3 59% 32% 6% 2% 29 May 2020 62 25 7 6 62% 25% 7% 6% 05 Jun 2020 53 23 4 1 65% 28% 5% 1% 12 Jun 2020 27 11 9 3 54% 22% 18% 6% 19 Jun 2020 22 7 6 2 59% 19% 16% 5% 26 Jun 2020 14 14 5 1 41% 41% 15% 3% 03 Jul 2020 10 5 2 5 45% 23% 9% 23% 10 Jul 2020 15 3 0 1 79% 16% 0% 5% 17 Jul 2020 8 7 2 0 47% 41% 12% 0% 24 Jul 2020 15 1 0 2 83% 6% 0% 11% 31 Jul 2020 6 2 1 0 67% 22% 11% 0% 07 Aug 2020 6 2 0 1 67% 22% 0% 11% 14 Aug 2020 7 4 2 1 50% 29% 14% 7% 21 Aug 2020 4 0 0 0 100% 0% 0% 0% 28 Aug 2020 1 2 0 0 33% 67% 0% 0% 04 Sep 2020 3 0 1 0 75% 0% 25% 0% 11 Sep 2020 7 2 0 1 70% 20% 0% 10% 18 Sep 2020 9 2 1 0 75% 17% 8% 0% 25 Sep 2020 23 3 3 0 79% 10% 10% 0% 02 Oct 2020 27 3 2 0 84% 9% 6% 0% 09 Oct 2020 36 3 3 0 86% 7% 7% 0% 16 Oct 2020 41 0 2 0 95% 0% 5% 0% 23 Oct 2020 47 4 4 0 85% 7% 7% 0% 30 Oct 2020 91 3 5 1 91% 3% 5% 1% 06 Nov 2020 93 7 5 2 87% 7% 5% 2% 13 Nov 2020 109 11 10 2 83% 8% 8% 2% 20 Nov 2020 162 5 8 4 91% 3% 4% 2% 27 Nov 2020 175 8 14 5 87% 4% 7% 2% 04 Dec 2020 190 10 13 10 85% 4% 6% 4% 11 Dec 2020 199 9 13 6 88% 4% 6% 3% 18 Dec 2020 267 15 25 4 86% 5% 8% 1% 25 Dec 2020 403 30 43 7 83% 6% 9% 1% 01 Jan 2021 677 35 109 28 80% 4% 13% 3% 08 Jan 2021 959 73 167 36 78% 6% 14% 3% 15 Jan 2021 1,125 84 165 39 80% 6% 12% 3% 22 Jan 2021 1,163 96 142 43 81% 7% 10% 3% 29 Jan 2021 863 82 101 28 80% 8% 9% 3% 05 Feb 2021 605 70 59 38 78% 9% 8% 5% 12 Feb 2021 439 29 49 14 83% 5% 9% 3% 19 Feb 2021 338 29 33 12 82% 7% 8% 3% 26 Feb 2021 214 19 19 11 81% 7% 7% 4% 05 Mar 2021 141 11 19 5 80% 6% 11% 3% 12 Mar 2021 99 9 7 1 85% 8% 6% 1% 19 Mar 2021 65 10 1 1 84% 13% 1% 1% 26 Mar 2021 41 9 4 2 73% 16% 7% 4% 02 Apr 2021 35 5 4 0 80% 11% 9% 0% 09 Apr 2021 29 2 3 0 85% 6% 9% 0% 16 Apr 2021 24 6 2 0 75% 19% 6% 0% 23 Apr 2021 14 1 0 0 93% 7% 0% 0% 30 Apr 2021 13 1 1 0 87% 7% 7% 0% 07 May 2021 14 3 0 0 82% 18% 0% 0% 14 May 2021 6 2 0 0 75% 25% 0% 0% 21 May 2021 8 1 1 0 80% 10% 10% 0% 28 May 2021 11 1 2 1 73% 7% 13% 7% 04 Jun 2021 9 0 0 0 100% 0% 0% 0% 11 Jun 2021 11 3 0 0 79% 21% 0% 0% 18 Jun 2021 11 4 2 1 61% 22% 11% 6% 25 Jun 2021 10 0 0 1 91% 0% 0% 9% 02 Jul 2021 14 1 2 0 82% 6% 12% 0% 09 Jul 2021 12 1 4 1 67% 6% 22% 6% 16 Jul 2021 18 3 2 0 78% 13% 9% 0% 23 Jul 2021 48 0 7 1 86% 0% 12% 2% 30 Jul 2021 49 2 4 4 83% 3% 7% 7% 06 Aug 2021 66 1 9 1 86% 1% 12% 1% 13 Aug 2021 60 1 12 1 81% 1% 16% 1% 20 Aug 2021 84 1 5 1 92% 1% 5% 1% 27 Aug 2021 78 3 10 3 83% 3% 11% 3% 03 Sep 2021 85 3 7 1 89% 3% 7% 1% 10 Sep 2021 83 2 10 2 86% 2% 10% 2% 17 Sep 2021 65 2 9 1 84% 3% 12% 1% 24 Sep 2021 76 5 5 0 88% 6% 6% 0% 01 Oct 2021 88 2 15 1 83% 2% 14% 1% 08 Oct 2021 65 2 7 1 87% 3% 9% 1% 15 Oct 2021 62 1 9 4 82% 1% 12% 5% 22 Oct 2021 64 2 11 2 81% 3% 14% 3% 29 Oct 2021 66 3 11 1 81% 4% 14% 1% 05 Nov 2021 67 3 10 5 79% 4% 12% 6% 12 Nov 2021 84 2 12 1 85% 2% 12% 1% 19 Nov 2021 63 2 2 0 94% 3% 3% 0% 26 Nov 2021 68 2 8 0 87% 3% 10% 0% 03 Dec 2021 72 2 10 1 85% 2% 12% 1% 10 Dec 2021 81 3 12 4 81% 3% 12% 4% 17 Dec 2021 91 1 12 3 85% 1% 11% 3% 24 Dec 2021 101 8 15 3 80% 6% 12% 2% 31 Dec 2021 129 11 19 6 78% 7% 12% 4% 07 Jan 2022 178 18 19 4 81% 8% 9% 2% 14 Jan 2022 194 23 16 14 79% 9% 6% 6% 21 Jan 2022 165 25 11 4 80% 12% 5% 2% 28 Jan 2022 119 20 13 5 76% 13% 8% 3% 04 Feb 2022 97 13 8 2 81% 11% 7% 2% 11 Feb 2022 51 10 6 6 70% 14% 8% 8% 18 Feb 2022 62 6 9 3 78% 8% 11% 4% 25 Feb 2022 55 2 2 1 92% 3% 3% 2% 04 Mar 2022 47 2 2 2 89% 4% 4% 4% 11 Mar 2022 48 3 4 0 87% 5% 7% 0% 18 Mar 2022 60 7 8 4 76% 9% 10% 5% 25 Mar 2022 51 11 5 2 74% 16% 7% 3% 01 Apr 2022 60 8 5 2 80% 11% 7% 3% 08 Apr 2022 78 4 7 3 85% 4% 8% 3% 15 Apr 2022 74 6 6 3 83% 7% 7% 3% 22 Apr 2022 58 10 7 6 72% 12% 9% 7% 29 Apr 2022 39 8 3 4 72% 15% 6% 7% 06 May 2022 44 3 4 0 86% 6% 8% 0% 13 May 2022 29 2 4 2 78% 5% 11% 5% 20 May 2022 16 4 0 2 73% 18% 0% 9% 27 May 2022 34 3 3 1 83% 7% 7% 2% 03 Jun 2022 18 1 1 0 90% 5% 5% 0% 10 Jun 2022 18 1 3 0 82% 5% 14% 0% 17 Jun 2022 22 1 2 0 88% 4% 8% 0% 24 Jun 2022 33 2 3 1 85% 5% 8% 3% 01 Jul 2022 33 2 2 0 89% 5% 5% 0% 08 Jul 2022 51 4 4 4 81% 6% 6% 6% 15 Jul 2022 60 5 4 2 85% 7% 6% 3% 22 Jul 2022 71 9 10 3 76% 10% 11% 3% 29 Jul 2022 48 7 9 0 75% 11% 14% 0% 05 Aug 2022 35 1 3 4 81% 2% 7% 9% Total 18,924 2,390 2,152 634 79% 10% 9% 3% Comparison with all cause mortality Comparison of data sources Note on data sources NHS England provides numbers of patients who have died in hospitals in England and had tested positive for COVID-19, and from 25 April, the number of patients where COVID-19 is mentioned on the death certificate and no positive COVID-19 test result was received. Figures are updated each day at 2pm with deaths reported up to 5pm the previous day. There is a delay between the occurrence of a death to it being captured in the
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
Estimates of the risk of hospital admission for coronavirus (COVID-19) and death involving COVID-19 by vaccination status, overall and by age group, using anonymised linked data from Census 2021. Experimental Statistics.
Outcome definitions
For this analysis, we define a death as involving COVID-19 if either of the ICD-10 codes U07.1 (COVID-19, virus identified) or U07.2 (COVID-19, virus not identified) is mentioned on the death certificate. Information on cause of death coding is available in the User Guide to Mortality Statistics. We use date of occurrance rather than date of registration to give the date of the death.
We define COVID-109 hospitalisation as an inpatient episode in Hospital Episode Statistics where the primary diagnosis was COVID-19, identified by the ICD-19 codes (COVID-19, virus identified) or U07.2 (COVID-19, virus not identified). Where an individual had experienced more than one COVID-19 hospitalisation, the earliest that occurred within the study period was used. We define the date of COVID-19 hospitalisation as the start of the hospital episode.
ICD-10 code
U07.1 :
COVID-19, virus identified
U07.2:
COVID-19, virus not identified
Vaccination status is defined by the dose and the time since the last dose received
Unvaccinated:
no vaccination to less than 21 days post first dose
First dose 21 days to 3 months:
more than or equal to 21 days post second dose to earliest of less than 91 days post first dose or less than 21 days post second dose
First dose 3+ months:
more than or equal to 91 days post first dose to less than 21 days post second dose
Second dose 21 days to 3 months:
more than or equal to 21 days post second dose to earliest of less than 91 days post second dose or less than 21 days post third dose
Second dose 3-6 months:
more than or equal to 91 days post second dose to earliest of less than 182 days post second dose or less than 21 days post third dose
Second dose 6+ months:
more than or equal to 182 days post second dose to less than 21 days post third dose
Third dose 21 days to 3 months:
more than or equal to 21 days post third dose to less than 91 days post third dose
Third dose 3+ months:
more than or equal to 91 days post third dose
Model adjustments
Three sets of model adjustments were used
Age adjusted:
age (as a natural spline)
Age, socio-demographics adjusted:
age (as a natural spline), plus socio-demographic characteristics (sex, region, ethnicity, religion, IMD decile, NSSEC category, highest qualification, English language proficiency, key worker status)
Fully adjusted:
age (as a natural spline), plus socio-demographic characteristics (sex, region, ethnicity, religion, IMD decile, NSSEC category, highest qualification, English language proficiency, key worker status), plus health-related characteristics (disability, self-reported health, care home residency, number of QCovid comorbidities (grouped), BMI category, frailty flag and hospitalisation within the last 21 days.
Age
Age in years is defined on the Census day 2021 (21 March 2021). Age is included in the model as a natural spline with boundary knots at the 10th and 90th centiles and internal knots at the 25th, 50th and 75th centiles. The positions of the knots are calculated separately for the overall model and for each age group for the stratified model.
Official statistics are produced impartially and free from political influence.