17 datasets found
  1. Coronavirus (COVID-19) cases in Scotland 2023, by NHS health board

    • statista.com
    • flwrdeptvarieties.store
    Updated May 15, 2024
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    Statista (2024). Coronavirus (COVID-19) cases in Scotland 2023, by NHS health board [Dataset]. https://www.statista.com/statistics/1107118/coronavirus-cases-by-region-in-scotland/
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    Dataset updated
    May 15, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom, Scotland
    Description

    As of October 3, 2023, there were 2,189,008 confirmed cases of coronavirus (COVID-19) in Scotland. The Greater Glasgow and Clyde health board has the highest amount of confirmed cases at 514,117, although this is also the most populated part of Scotland. The Lothian health board has 368,930 confirmed cases which contains Edinburgh, the capital city of Scotland.

    Situation in the rest of the UK Across the whole of the UK there have been 24,243,393 confirmed cases of coronavirus as of January 2023. Scotland currently has fewer cases than four regions in England. As of December 2023, the South East has the highest number of confirmed first-episode cases of the virus in the UK with 3,180,101 registered cases, while London and the North West have 2,947,7271 and 2,621,449 confirmed cases, respectively.

    COVID deaths in the UK COVID-19 has so far been responsible for 202,157deaths in the UK as of January 13, 2023, and the UK has had the highest death toll from coronavirus in Western Europe. The incidence of deaths in the UK is 297.8 per 100,000 population.

    For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Facts and Figures page.

  2. a

    Scottish Covid Cases and Deaths

    • hub.arcgis.com
    Updated Mar 27, 2020
    + more versions
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    andyg_NSS_PHI (2020). Scottish Covid Cases and Deaths [Dataset]. https://hub.arcgis.com/maps/5a93583e03cb4e74a1c8ff2bd8a3e89f
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    Dataset updated
    Mar 27, 2020
    Dataset authored and provided by
    andyg_NSS_PHI
    Area covered
    Description

    Data is updated at 14:00pm daily further notes and guidance is available in the dashboard under the 'Acknowledgements' section. The following items are included in the Scottish Covid Cases and Deaths dashboard: Spatial Layers NHSBoardcasesThis displays total cumulative COVID 19 cases by NHS Board as proportional symbols. Boundaries are based on 2019 NHS Board definitions. LocalAuthoritycasesThis displays total cumulative COVID 19 cases by Local Authority as proportional symbols. Boundaries are based on 2019 Local Authority definitions. Tablestotal_cases_by_hb.csvThis displays cumulative positive COVID 19 cases by 9-digit Scottish Government code and name (2019 version) for NHS Board areas. total_cases_by_la.csvThis displays cumulative positive COVID 19 cases by 9-digit Scottish Government code and name (2019 version) for Local Authority areas. daily_and_cumulative_counts.csvThis displays daily and cumulative positive COVID 19 cases at Scotland level. It also reports daily on cumulative hospital deaths.

  3. ARCHIVED - Weekly COVID-19 Statistical Data in Scotland

    • dtechtive.com
    • find.data.gov.scot
    csv
    Updated Dec 22, 2022
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    Public Health Scotland (2022). ARCHIVED - Weekly COVID-19 Statistical Data in Scotland [Dataset]. https://dtechtive.com/datasets/19628
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    csv(0.0537 MB), csv(0.0008 MB), csv(0.0535 MB), csv(0.014 MB), csv(0.1093 MB), csv(0.0265 MB), csv(0.0016 MB), csv(0.0022 MB), csv(0.0729 MB), csv(0.0026 MB), csv(0.0038 MB), csv(0.4845 MB), csv(0.0296 MB), csv(0.0126 MB), csv(0.0732 MB), csv(0.0005 MB), csv(0.0553 MB), csv(0.0002 MB), csv(0.0015 MB), csv(0.0348 MB), csv(0.033 MB), csv(0.0304 MB), csv(0.0551 MB), csv(0.0112 MB), csv(0.0037 MB), csv(0.0317 MB), csv(0.109 MB), csv(0.002 MB), csv(0.0192 MB)Available download formats
    Dataset updated
    Dec 22, 2022
    Dataset provided by
    Public Health Scotland
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    Scotland
    Description

    This open data publication has moved to COVID-19 Statistical Data in Scotland (from 02/11/2022) Novel coronavirus (COVID-19) is a new strain of coronavirus first identified in Wuhan, China. Clinical presentation may range from mild-to-moderate illness to pneumonia or severe acute respiratory infection. This dataset provides information on demographic characteristics (age, sex, deprivation) of confirmed novel coronavirus (COVID-19) cases, as well as trend data regarding the wider impact of the virus on the healthcare system. Data includes information on primary care out of hours consultations, respiratory calls made to NHS24, contact with COVID-19 Hubs and Assessment Centres, incidents received by Scottish Ambulance Services (SAS), as well as COVID-19 related hospital admissions and admissions to ICU (Intensive Care Unit). Further data on the wider impact of the COVID-19 response, focusing on hospital admissions, unscheduled care and volume of calls to NHS24, is available on the COVID-19 Wider Impact Dashboard. There is a large amount of data being regularly published regarding COVID-19 (for example, Coronavirus in Scotland - Scottish Government and Deaths involving coronavirus in Scotland - National Records of Scotland. Additional data sources relating to this topic area are provided in the Links section of the Metadata below. Information on COVID-19, including stay at home advice for people who are self-isolating and their households, can be found on NHS Inform. All publications and supporting material to this topic area can be found in the weekly COVID-19 Statistical Report. The date of the next release can be found on our list of forthcoming publications. Data visualisation is available to view in the interactive dashboard accompanying the COVID-19 Statistical Report. Please note information on COVID-19 in children and young people of educational age, education staff and educational settings is presented in a new COVID-19 Education Surveillance dataset going forward.

  4. Hospital Onset COVID-19 Cases in Scotland

    • find.data.gov.scot
    • dtechtive.com
    csv
    Updated Mar 6, 2023
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    Public Health Scotland (2023). Hospital Onset COVID-19 Cases in Scotland [Dataset]. https://find.data.gov.scot/datasets/19585
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    csv(0.0046 MB)Available download formats
    Dataset updated
    Mar 6, 2023
    Dataset provided by
    Public Health Scotland
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    Scotland
    Description

    Antimicrobial Resistance and Healthcare Associated Infection (ARHAI) Scotland, part of National Services Scotland works closely with Public Health Scotland to deliver the COVID-19 response. This dataset provides data for hospital onset COVID-19 cases in Scotland for week ending 1 March 2020 to week ending 5 February 2023. COVID-19 cases first diagnosed within hospital inpatients are classed as hospital onset COVID-19, with the length of time between admission and the date of first positive test of new infections or reinfection episodes (90 days from previous COVID-19 positive result), determining their hospital onset status. This dataset includes all probable and definite hospital onset COVID-19 cases. Data are published on the Open Data platform at NHS Scotland level, by week of specimen date. All publications and supporting material to this topic area can be found in the weekly Hospital onset COVID-19 cases in Scotland publication. Further information on SARS-CoV-2 and current infection prevention and control (IPC) guidance can be found in the National Infection Prevention and Control Manual. Due to the lower number of hospital onset COVID-19 cases, and to support NHS boards by reducing local Infection Prevention and Control Team resource required for surveillance, the last publication of this data was on 1 March 2023.

  5. COVID-19 Wider Impacts - Out of Hours Cases

    • find.data.gov.scot
    csv
    Updated Oct 5, 2023
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    Public Health Scotland (2023). COVID-19 Wider Impacts - Out of Hours Cases [Dataset]. https://find.data.gov.scot/datasets/19565
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    csv(0.896 MB), csv(0.3074 MB), csv(0.6302 MB), csv(1.8416 MB)Available download formats
    Dataset updated
    Oct 5, 2023
    Dataset provided by
    Public Health Scotland
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Novel coronavirus (COVID-19) is a new strain of coronavirus first identified in Wuhan, China. Clinical presentation may range from mild-to-moderate illness to pneumonia or severe acute respiratory infection. The COVID-19 pandemic has wider impacts on individuals' health, and their use of healthcare services, than those that occur as the direct result of infection. Reasons for this may include: * Individuals being reluctant to use health services because they do not want to burden the NHS or are anxious about the risk of infection. * The health service delaying preventative and non-urgent care such as some screening services and planned surgery. * Other indirect effects of interventions to control COVID-19, such as mental or physical consequences of distancing measures. This dataset provides information on trend data regarding the wider impact of the pandemic on Primary Care Out of Hours cases. The Primary Care Out of Hours service provides urgent access to a nurse or doctor, when needed at times outside normal general practice hours, such as evenings, overnight or during the weekend. An appointment to the service is normally arranged following contact with NHS 24. The recent trend data is shown by age group, sex and broad deprivation category (SIMD). Information is also available at different levels of geographical breakdown such as Health Boards, Health and Social Care partnerships, and Scotland totals. This data is also available on the COVID-19 Wider Impact Dashboard. Additional data sources relating to this topic area are provided in the Links section of the Metadata below. Information on COVID-19, including stay at home advice for people who are self-isolating and their households, can be found on NHS Inform. All publications and supporting material to this topic area can be found in the weekly COVID-19 Statistical Report. The date of the next release can be found on our list of forthcoming publications.

  6. COVID-19 Education Surveillance

    • find.data.gov.scot
    • dtechtive.com
    csv
    Updated May 27, 2022
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    Public Health Scotland (2022). COVID-19 Education Surveillance [Dataset]. https://find.data.gov.scot/datasets/19551
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    csv(0.0341 MB), csv(0.0177 MB), csv(0.0016 MB), csv(0.002 MB), csv(0.0161 MB), csv(0.0146 MB), csv(0.0135 MB)Available download formats
    Dataset updated
    May 27, 2022
    Dataset provided by
    Public Health Scotland
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    This dataset presents information on COVID-19 in children and young people of educational age, education staff and educational settings. This includes: * Testing and cases among children and young people of educational age. * Hospital admissions related to COVID-19 among children and young people of educational age. * Information from contact tracing on cases present in an educational setting in the 7-days before symptom onset, and on cases who work in education or childcare. * Information about COVID-19 cases in registered school pupils. This data is also available on the COVID-19 Education Surveillance Dashboard. Additional data sources relating to this topic area are provided in the Links section of the Metadata below. All publications and supporting material to this topic area can be found on the Enhanced Surveillance of COVID-19 in Education settings section of the Public Health Scotland website. From 11/06/2021 data completeness will be up to the previous Wednesday, so weekly data are aggregated from Thursday to Wednesday. Previously data covered periods from Saturday to Friday. This is due to NHS Boards submitting admission data from Monday to Friday and a three day lag for some boards by the time data is processed for COVID-19 hospital admission. From 2nd of July, information on testing and admissions will be extended to include 20-21 years olds, and admissions will also include 18-19 year olds. From 13th of August, information on PCR testing and admissions has been extended to include 0-1 year olds.

  7. Coronavirus (COVID-19) Infection Survey: Scotland

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Mar 10, 2023
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    Office for National Statistics (2023). Coronavirus (COVID-19) Infection Survey: Scotland [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/datasets/covid19infectionsurveyscotland
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    xlsxAvailable download formats
    Dataset updated
    Mar 10, 2023
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Findings from the Coronavirus (COVID-19) Infection Survey for Scotland.

  8. COVID-19 Wider Impacts - Method of Delivery

    • dtechtive.com
    • find.data.gov.scot
    csv
    Updated Oct 5, 2023
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    Public Health Scotland (2023). COVID-19 Wider Impacts - Method of Delivery [Dataset]. https://dtechtive.com/datasets/19564
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    csv(0.0279 MB), csv(0.0633 MB), csv(0.0223 MB)Available download formats
    Dataset updated
    Oct 5, 2023
    Dataset provided by
    Public Health Scotland
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Care for women around the time they are giving birth is an essential, time critical service that cannot be deferred. As such, it has been provided throughout the COVID-19 pandemic, and maternity staff have not been redeployed to support other services. The way that some elements of this care are provided has changed in response to COVID-19 however, to minimise the risk of infection and to allow services to continue to provide safe care during times when a high number of staff may be off work, for example due to needing to isolate. Guidance issued by the Scottish Government and Royal College of Obstetricians and Gynaecologists to maternity services at the height of the first wave of the pandemic noted that: * It may be necessary for services to temporarily suspend the option for women to deliver at home or in midwife led units, and to concentrate delivery care within obstetric units. * Additional restrictions on the use of water births were recommended. * Care pathways for women requiring induction of labour should be amended to ensure the early stages of the induction process were delivered on an outpatient basis wherever possible. * Services should consider deferring a planned induction of labour or elective caesarean section if a woman was isolating due to having COVID-19, or having been in contact with a case, if it was safe to do so. * Services should support low risk women in the early latent phase of labour to remain at home wherever possible. * In general, strict restrictions on visitors for patients in hospital were advised, however women giving birth could still be accompanied by their chosen birth partner. The 'method of delivery' refers to the way a baby is born. Different methods of delivery include spontaneous vaginal delivery (a natural birth); assisted vaginal delivery (including vaginal delivery by forceps or ventouse, or vaginal delivery of a breech baby); or a caesarean section (an operation to deliver the baby through a cut in the mother's abdomen). A caesarean section can be elective (planned in advance and provided before labour has started) or emergency (unplanned, and usually but not always provided after labour has started). This dataset shows information on method of delivery at Scotland and NHS Board level. Age and deprivation breakdown is also available at Scotland level. This data is also available on the COVID-19 Wider Impact Dashboard. Additional data sources relating to this topic area are provided in the Links section of the Metadata below. Information on COVID-19, including stay at home advice for people who are self-isolating and their households, can be found on NHS Inform. All publications and supporting material to this topic area can be found in the weekly COVID-19 Statistical Report. The date of the next release can be found on our list of forthcoming publications.

  9. Winter Coronavirus (COVID-19) Infection Study, England and Scotland

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Mar 14, 2024
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    Office for National Statistics (2024). Winter Coronavirus (COVID-19) Infection Study, England and Scotland [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/datasets/wintercoronaviruscovid19infectionstudyenglandandscotland
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    xlsxAvailable download formats
    Dataset updated
    Mar 14, 2024
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Self-reported COVID-19 infections and other respiratory illnesses, including associated symptoms and health outcomes. Joint study with the UK Health Security Agency. These are official statistics in development.

  10. COVID-19 related deaths in Northern Ireland 2020-2021, by age and gender

    • statista.com
    Updated Nov 30, 2023
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    Statista (2023). COVID-19 related deaths in Northern Ireland 2020-2021, by age and gender [Dataset]. https://www.statista.com/statistics/1291739/covid-19-deaths-in-northern-ireland-by-age-and-gender/
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    Dataset updated
    Nov 30, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Northern Ireland, Ireland, United Kingdom
    Description

    As of October 31, 2021, COVID-19 was involved in the deaths of 1,448 people in Northern Ireland between 80 and 89 years of age. In that age group, there were 771 male deaths and 677 female deaths. A further 886 deaths involving COVID-19 were recorded among 70 to 79 year olds. In England, the age group 80 to 89 years also had the highest number of deaths involving COVID-19, the case was also the same in Scotland. For further information about the COVID-19 pandemic, please visit our dedicated Facts and Figures page.

  11. Z

    COVID-19 Press Briefings Corpus

    • data.niaid.nih.gov
    • zenodo.org
    Updated Jun 2, 2020
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    COVID-19 Press Briefings Corpus [Dataset]. https://data.niaid.nih.gov/resources?id=zenodo_3872416
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    Dataset updated
    Jun 2, 2020
    Dataset authored and provided by
    Chatsiou, Kakia
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The Coronavirus (COVID-19) Press Briefings Corpus is a work in progress to collect and present in a machine readable text dataset of the daily briefings from around the world by government authorities. During the peak of the pandemic, most countries around the world informed their citizens of the status of the pandemic (usually involving an update on the number of infection cases, number of deaths) and other policy-oriented decisions about dealing with the health crisis, such as advice about what to do to reduce the spread of the epidemic.

    Usually daily briefings did not occur on a Sunday.

    At the moment the dataset includes:

    UK/England: Daily Press Briefings by UK Government between 12 March 2020 - 01 June 2020 (70 briefings in total)

    Scotland: Daily Press Briefings by Scottish Government between 3 March 2020 - 01 June 2020 (76 briefings in total)

    Wales: Daily Press Briefings by Welsh Government between 23 March 2020 - 01 June 2020 (56 briefings in total)

    Northern Ireland: Daily Press Briefings by N. Ireland Assembly between 23 March 2020 - 01 June 2020 (56 briefings in total)

    World Health Organisation: Press Briefings occuring usually every 2 days between 22 January 2020 - 01 June 2020 (63 briefings in total)

    More countries will be added in due course, and we will be keeping this updated to cover the latest daily briefings available.

    The corpus is compiled to allow for further automated political discourse analysis (classification).

  12. f

    Data from: A population-based study of incident prescribing for...

    • figshare.com
    docx
    Updated Mar 20, 2025
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    Amanj Kurdi; Morven Millar; Uchenna Nnabuko; Stuart McTaggart; Tanja Mueller; Euan Proud; Barry Melia; Marion Bennie (2025). A population-based study of incident prescribing for hypercholesterolaemia and hypertension in Scotland: is the healthcare system recovering from the impact of COVID-19? [Dataset]. http://doi.org/10.6084/m9.figshare.28631339.v1
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    docxAvailable download formats
    Dataset updated
    Mar 20, 2025
    Dataset provided by
    Taylor & Francis
    Authors
    Amanj Kurdi; Morven Millar; Uchenna Nnabuko; Stuart McTaggart; Tanja Mueller; Euan Proud; Barry Melia; Marion Bennie
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The COVID-19 pandemic caused significant disruptions in healthcare services, with previous studies estimated that the early months of the pandemic led to a substantial decline in new prescriptions for hypercholesterolemia and hypertension. The long-term recovery of healthcare systems in addressing these gaps remains uncertain. We aimed to assess the recovery of the healthcare system in Scotland regarding the initiation of treatments for hypercholesterolemia and hypertension post-COVID-19 pandemic. This retrospective cohort study analysed prescription data from January 2020 to December 2022 in Scotland, as well as In-hours encounters with general practitioners. Incident prescribing patterns for drugs used in the treatment of hypercholesterolemia and hypertension were compared against pre-pandemic averages from 2018-2019. Data were stratified by health regions and socioeconomic status. New treatment initiations for drugs used in the treatment of hypercholesterolemia and hypertension significantly increased from mid-2021 onwards, surpassing pre-pandemic levels. By December 2022, there were approximately 40,000 and 60,000 additional new treatments for drugs used to treat hypercholesterolemia and hypertension, respectively, compared to the expected numbers based on 2018-2019 averages. The stratified analysis showed a relatively higher increase in less deprived quintiles. GP encounter activities mirrored trends in new antihypertensive and lipid-lowering initiations, with a significant reduction starting in March 2020 due to the first COVID-19 lockdown. Encounter rates gradually recovered from May 2020, reaching near pre-pandemic levels by March 2021. Notably, the encounter rate slopes during the reference period (2018–2019) and post-recovery phase (May 2021–December 2022) showed no significant difference [-0.7 (95% CI: -4.0, 2.5) vs. 0.9 (95% CI: -3.1, 4.9)]. The observed increase in new treatments for drugs to treat hypercholesterolemia and hypertension suggests recovery of the healthcare system in Scotland following the COVID-19 pandemic. These higher prescribing rates post-pandemic hypothesise potential long-term sequelae associated with COVID-19. The findings demonstrate the potential for improved pharmacotherapy strategies that address both the backlog of untreated cases and new-onset conditions linked to COVID-19. This underscores the need for ongoing surveillance and flexible healthcare responses to manage emerging health challenges effectively. Additionally, our findings suggest novel research areas that could offer a more comprehensive understanding of the COVID-19 pandemic's influence on the prescribing patterns of these widely used medications.

  13. Coronavirus (COVID-19) deaths in the UK as of January 12, 2023, by...

    • statista.com
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    Statista, Coronavirus (COVID-19) deaths in the UK as of January 12, 2023, by country/region [Dataset]. https://www.statista.com/statistics/1204630/coronavirus-deaths-by-region-in-the-uk/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 12, 2023
    Area covered
    United Kingdom
    Description

    As of January 12, 2023, COVID-19 has been responsible for 202,157 deaths in the UK overall. The North West of England has been the most affected area in terms of deaths at 28,116, followed by the South East of England with 26,221 coronavirus deaths. Furthermore, there have been 22,264 mortalities in London as a result of COVID-19.

    For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Facts and Figures page.

  14. f

    Counts for prevalent disease states.

    • plos.figshare.com
    xlsx
    Updated Jul 6, 2023
    + more versions
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    Robert F. Hillary; Daniel L. McCartney; Hannah M. Smith; Elena Bernabeu; Danni A. Gadd; Aleksandra D. Chybowska; Yipeng Cheng; Lee Murphy; Nicola Wrobel; Archie Campbell; Rosie M. Walker; Caroline Hayward; Kathryn L. Evans; Andrew M. McIntosh; Riccardo E. Marioni (2023). Counts for prevalent disease states. [Dataset]. http://doi.org/10.1371/journal.pmed.1004247.s013
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    xlsxAvailable download formats
    Dataset updated
    Jul 6, 2023
    Dataset provided by
    PLOS Medicine
    Authors
    Robert F. Hillary; Daniel L. McCartney; Hannah M. Smith; Elena Bernabeu; Danni A. Gadd; Aleksandra D. Chybowska; Yipeng Cheng; Lee Murphy; Nicola Wrobel; Archie Campbell; Rosie M. Walker; Caroline Hayward; Kathryn L. Evans; Andrew M. McIntosh; Riccardo E. Marioni
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    BackgroundDNA methylation is a dynamic epigenetic mechanism that occurs at cytosine-phosphate-guanine dinucleotide (CpG) sites. Epigenome-wide association studies (EWAS) investigate the strength of association between methylation at individual CpG sites and health outcomes. Although blood methylation may act as a peripheral marker of common disease states, previous EWAS have typically focused only on individual conditions and have had limited power to discover disease-associated loci. This study examined the association of blood DNA methylation with the prevalence of 14 disease states and the incidence of 19 disease states in a single population of over 18,000 Scottish individuals.Methods and findingsDNA methylation was assayed at 752,722 CpG sites in whole-blood samples from 18,413 volunteers in the family-structured, population-based cohort study Generation Scotland (age range 18 to 99 years). EWAS tested for cross-sectional associations between baseline CpG methylation and 14 prevalent disease states, and for longitudinal associations between baseline CpG methylation and 19 incident disease states. Prevalent cases were self-reported on health questionnaires at the baseline. Incident cases were identified using linkage to Scottish primary (Read 2) and secondary (ICD-10) care records, and the censoring date was set to October 2020. The mean time-to-diagnosis ranged from 5.0 years (for chronic pain) to 11.7 years (for Coronavirus Disease 2019 (COVID-19) hospitalisation). The 19 disease states considered in this study were selected if they were present on the World Health Organisation’s 10 leading causes of death and disease burden or included in baseline self-report questionnaires. EWAS models were adjusted for age at methylation typing, sex, estimated white blood cell composition, population structure, and 5 common lifestyle risk factors. A structured literature review was also conducted to identify existing EWAS for all 19 disease states tested. The MEDLINE, Embase, Web of Science, and preprint servers were searched to retrieve relevant articles indexed as of March 27, 2023. Fifty-four of approximately 2,000 indexed articles met our inclusion criteria: assayed blood-based DNA methylation, had >20 individuals in each comparison group, and examined one of the 19 conditions considered. First, we assessed whether the associations identified in our study were reported in previous studies. We identified 69 associations between CpGs and the prevalence of 4 conditions, of which 58 were newly described. The conditions were breast cancer, chronic kidney disease, ischemic heart disease, and type 2 diabetes mellitus. We also uncovered 64 CpGs that associated with the incidence of 2 disease states (COPD and type 2 diabetes), of which 56 were not reported in the surveyed literature. Second, we assessed replication across existing studies, which was defined as the reporting of at least 1 common site in >2 studies that examined the same condition. Only 6/19 disease states had evidence of such replication. The limitations of this study include the nonconsideration of medication data and a potential lack of generalizability to individuals that are not of Scottish and European ancestry.ConclusionsWe discovered over 100 associations between blood methylation sites and common disease states, independently of major confounding risk factors, and a need for greater standardisation among EWAS on human disease.

  15. 英国 DHSC:新冠疫情:案例数:迄今为止:已确认:苏格兰

    • ceicdata.com
    + more versions
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    CEICdata.com, 英国 DHSC:新冠疫情:案例数:迄今为止:已确认:苏格兰 [Dataset]. https://www.ceicdata.com/zh-hans/united-kingdom/department-of-health-and-social-care-coronavirus-disease-2019-covid2019/dhsc-covid2019-no-of-cases-todate-confirmed-scotland
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    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Nov 11, 2023 - Nov 22, 2023
    Area covered
    英国
    Description

    (停止更新)DHSC:新冠疫情:案例数:迄今为止:已确认:苏格兰在11-22-2023达0.000人,相较于11-21-2023的0.000人保持不变。(停止更新)DHSC:新冠疫情:案例数:迄今为止:已确认:苏格兰数据按日更新,02-28-2020至11-22-2023期间平均值为745,022.500人,共1364份观测结果。该数据的历史最高值出现于10-19-2023,达2,190,187.000人,而历史最低值则出现于11-22-2023,为0.000人。CEIC提供的(停止更新)DHSC:新冠疫情:案例数:迄今为止:已确认:苏格兰数据处于定期更新的状态,数据来源于Department of Health and Social Care,数据归类于高频数据库的流行病爆发 – Table UK.D001: Department of Health and Social Care: Coronavirus Disease 2019 (COVID-2019) (Discontinued)。

  16. c

    The Pandemic Arrears Crisis: Private Landlord Survey Data, 2021

    • datacatalogue.cessda.eu
    • beta.ukdataservice.ac.uk
    Updated Mar 26, 2025
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    Watson, A; Bailey, N (2025). The Pandemic Arrears Crisis: Private Landlord Survey Data, 2021 [Dataset]. http://doi.org/10.5255/UKDA-SN-855289
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    Dataset updated
    Mar 26, 2025
    Dataset provided by
    University of Glasgow
    Authors
    Watson, A; Bailey, N
    Time period covered
    Jun 1, 2021 - Sep 30, 2021
    Area covered
    Scotland
    Variables measured
    Individual
    Measurement technique
    The data was created via an online survey of private rented sector landlords across Scotland. Landlords were recruited through local authority landlord registrations teams, membership organisations and tenancy deposit scheme providers via direct email and/or newsletter. The landlord population of Scotland was around 250,000 at the time of the research. Our approach was successful in generating a substantial response with 1732 landlords from 29 out of 32 local authority areas completing the survey.
    Description

    The Private Rented Sector has grown considerably over the last 25 years and is now a crucial part of the UK's housing mix. The sector provides easily accessible accommodation for young, mobile, transient populations, but is increasingly being used to provide long term accommodation for vulnerable groups who in earlier times might have been able to access local authority or housing association accommodation. An online survey was selected as the principal data collection tool for the research. The resulting raw data has been attached as an SPSS Statistics Data Document.

    The Private Rented Sector has grown considerably over the last 25 years and is now a crucial part of the UK's housing mix. The sector provides easily accessible accommodation for young, mobile, transient populations, but is increasingly being used to provide long term accommodation for vulnerable groups who in earlier times might have been able to access local authority or housing association accommodation.

    With the arrival of the pandemic, the Scottish Government made a series of temporary changes to the legislation that governs the tenant eviction process. These changes have been made over concerns that Covid-19 would result in an increase in evictions resulting in tenants being made homeless and support services being overwhelmed. The changes include extensions to notice periods (up to 6 months) for certain grounds, the introduction of 'Pre-action requirements', and the re-classification of all grounds as discretionary. Importantly the changes also include a ban on evictions (technically a ban on the enforcement of evictions) due to tenant non-payment.

    Whilst these changes are believed to have safeguarded tenants and support services in the short term, they have not addressed the underlying problems, and unprecedented levels of rent arrears have accumulated for private landlords. Every additional month of arrears increases tenant debt levels and further reduces landlord income. In many cases landlords rely on this income to support their living expenses or service a mortgage. The changes are only temporary and there is great concern as to what will happen when the legislation expires. Some believe that there will be no markable increase in the number of evictions, others belief that there will be a significant increase leading to many tenants being made homeless. While the truth is likely to be somewhere in between, policy makers, service providers and charities urgently need a more detailed understanding of what is likely to happen, to allow them to create policies that minimise the impacts of the ban when it comes to an end. To obtain this understanding we need to identify the extent of the problem as it stands, specifically, how many landlords have arrears and how large are the arrears? We also need to gain insights into how landlords are currently dealing with arrears, to identify how familiar landlords are with the temporary changes in legislation, and to ascertain whether the support currently available, such a loan schemes, is fit for purpose. Insight into the resilience of landlords and identification of the tipping points that may result in an increase in evictions is also necessary, as is the identification of landlord intentions following expiry of the legislation.

    Unfortunately, we do not currently know the answers to these questions. In fact, we know very little about the behaviours or intentions of landlords in general. This research therefore aims to answer these questions by undertaking primary research with the support of landlords.

    The research will take the form of a quantitatively focused online questionnaire, which will be issued to a large population of Scottish Private Rented Sector (SPRS) landlords via our project partner SafeDeposits Scotland. The responses from the survey will be analysed and findings generated. The findings will then be shared directly with Government, Parliament, Service Providers and Third Sector organisations. To maximise impact and reach, the findings will be also be made available through blog and twitter feeds.

    The entire research process from survey design to the dissemination of the findings will take just 4 months. This accelerated program is required to allow those receiving the data sufficient time to digest the findings and generate appropriate policies in response.

  17. d

    Dental Earnings and Expenses Estimates

    • digital.nhs.uk
    Updated Jul 27, 2023
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    (2023). Dental Earnings and Expenses Estimates [Dataset]. https://digital.nhs.uk/data-and-information/publications/statistical/dental-earnings-and-expenses-estimates
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    Dataset updated
    Jul 27, 2023
    License

    https://digital.nhs.uk/about-nhs-digital/terms-and-conditionshttps://digital.nhs.uk/about-nhs-digital/terms-and-conditions

    Time period covered
    Apr 1, 2021 - Mar 31, 2022
    Description

    Dental Earnings and Expenses Estimates, 2021/22, provides a detailed study of the earnings and expenses of self-employed primary care dentists who undertook some NHS/Health Service work during the financial year. Figures relate to both NHS/Health Service and private dentistry and are shown for full-time and part-time dentists. Although the report contains analysis for England, Wales, Northern Ireland and Scotland, the values are not directly comparable between countries; this is due to differing contractual arrangements as well as the use of different methods to derive dental type in each country. The analyses throughout this report are based on anonymised tax data for dentists with accounting periods ending in the fourth quarter of 2021/22 and effective as of the end of March 2022. The tax data cover self-employed dental income from all sources, including from private dental practice. Data on earnings from employment or for those dentists in private practice only are not included. The report is primarily used as evidence in remuneration negotiations and by the Review Body for Doctors' and Dentists' Remuneration. It has been produced by NHS England in consultation with the Dental Working Group which includes representatives from the Department of Health and Social Care, NHS England, Welsh Government, Department of Health Northern Ireland, the Northern Ireland Health and Social Care Business Services Organisation, Scottish Government, NHS National Services Scotland: Information Services Division, NHS Business Services Authority Information Services, HMRC: Knowledge, Analysis and Intelligence Division, the National Association of Specialist Dental Accountants and Lawyers and the British Dental Association representing the views and interests of dentists. The first cases of COVID-19 in the UK were confirmed late January 2020 and the first UK-wide lockdown was announced in March 2020. Most routine dentistry was paused between April and June 2020. This was followed by a period of recovery and restoration of services throughout the remainder of 2020/21 and 2021/22. Differing but similar arrangements were put in place across England, Scotland, Wales and Northern Ireland to support dental practice income during 2020/21 and 2021/22. In addition, Self-Employment Income Support Scheme (SEISS) payments were made by the government to eligible businesses that had been adversely affected by the coronavirus pandemic. The pandemic is also likely to have impacted on expenses incurred during this period. Details can be found in the results chapters for each country and the Interpreting Results sections of this publication. Analysis shown in the timeseries files for previous years includes breakdowns by weekly working hours bandings using information from the biennial Dental Working Patterns Survey, however the Dental Working Patterns Survey was not run for 2020/21 and 2021/22 due to the COVID-19 pandemic, and these data are not available for 2020/21 and 2021/22. We welcome feedback on all of our publications. Please contact us with any comments and suggestions by email to PrimaryCareWorkforce@nhs.net stating Dental Earnings and Expenses Estimates in the subject line, or by telephone on 0300 303 567.

  18. Not seeing a result you expected?
    Learn how you can add new datasets to our index.

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Statista (2024). Coronavirus (COVID-19) cases in Scotland 2023, by NHS health board [Dataset]. https://www.statista.com/statistics/1107118/coronavirus-cases-by-region-in-scotland/
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Coronavirus (COVID-19) cases in Scotland 2023, by NHS health board

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Dataset updated
May 15, 2024
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
United Kingdom, Scotland
Description

As of October 3, 2023, there were 2,189,008 confirmed cases of coronavirus (COVID-19) in Scotland. The Greater Glasgow and Clyde health board has the highest amount of confirmed cases at 514,117, although this is also the most populated part of Scotland. The Lothian health board has 368,930 confirmed cases which contains Edinburgh, the capital city of Scotland.

Situation in the rest of the UK Across the whole of the UK there have been 24,243,393 confirmed cases of coronavirus as of January 2023. Scotland currently has fewer cases than four regions in England. As of December 2023, the South East has the highest number of confirmed first-episode cases of the virus in the UK with 3,180,101 registered cases, while London and the North West have 2,947,7271 and 2,621,449 confirmed cases, respectively.

COVID deaths in the UK COVID-19 has so far been responsible for 202,157deaths in the UK as of January 13, 2023, and the UK has had the highest death toll from coronavirus in Western Europe. The incidence of deaths in the UK is 297.8 per 100,000 population.

For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Facts and Figures page.

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