66 datasets found
  1. Growth forecasts for retail sales pre and post-Coronavirus in the UK 2021,...

    • statista.com
    Updated Nov 10, 2024
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    Statista (2024). Growth forecasts for retail sales pre and post-Coronavirus in the UK 2021, by sector [Dataset]. https://www.statista.com/statistics/1111013/pre-and-post-coronavirus-growth-forecasts-for-retail-uk/
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    Dataset updated
    Nov 10, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2020
    Area covered
    United Kingdom
    Description

    The coronavirus pandemic has caused massive shocks to the global economy and dampened previously projected growth scenarios worldwide. According to a recent study, clothing and footwear retail was predicted to suffer a 25.8 percent decline annually in 2020. However, with the diminishing of the impact of the pandemic, in 2021 the sector is forecast to grow by 28.7 percent. In total terms, the retail industry is expected to grow by 3.9 percent, as opposed to the 3.6 percent decline in 2020. For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Fact and Figures page.

  2. Post coronavirus GDP growth forecast in the United Kingdom 2020-2021

    • statista.com
    • flwrdeptvarieties.store
    Updated Aug 9, 2024
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    Statista (2024). Post coronavirus GDP growth forecast in the United Kingdom 2020-2021 [Dataset]. https://www.statista.com/statistics/1107834/uk-gdp-growth-forecast/
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    Dataset updated
    Aug 9, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2020
    Area covered
    United Kingdom
    Description

    The economy of the United Kingdom is expected to fall by 35 percent in the second quarter of 2020, following the Coronavirus outbreak and closure of several businesses. According to the forecast the economy will bounce back in the third quarter of 2020, based on a scenario where the lockdown lasts for three months, with social distancing gradually phased out over a subsequent three-month period.

  3. Forecast COVID-19 impact on total tourism expenditure in England H2 2021, by...

    • statista.com
    Updated Sep 7, 2023
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    Statista (2023). Forecast COVID-19 impact on total tourism expenditure in England H2 2021, by region [Dataset]. https://www.statista.com/statistics/1256657/forecast-covid-19-impact-on-tourism-expenditure-by-region-england/
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    Dataset updated
    Sep 7, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2021
    Area covered
    England, United Kingdom
    Description

    According to a 2021 forecast, total tourism expenditure in England, including the spending of international and domestic overnight travelers, is expected to decrease by over 10 billion British pounds in the second half of 2021 over the same period of 2019. As predicted, London would record the highest drop, with total tourism expenditure declining from 10.5 million British pounds to around four billion British pounds over the period considered.

  4. Predictions for the upcoming school year in the UK 2021

    • statista.com
    Updated Aug 9, 2024
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    Statista (2024). Predictions for the upcoming school year in the UK 2021 [Dataset]. https://www.statista.com/statistics/1266565/predictions-for-the-upcoming-school-year-in-uk/
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    Dataset updated
    Aug 9, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Aug 27, 2021
    Area covered
    United Kingdom
    Description

    Just prior to the return of students to schools in the United Kingdom, approximately 71 percent of British people thought that pupils returning would cause a spike in COVID-19 cases. Looking further ahead towards the end of the year, less than half thought that exams in 2022 would run as normal, with 43 percent of people believing that more school closures would occur due to the pandemic.

  5. Coronavirus Disease 2019 (COVID-19) Analyst Consensus Global Drug Sales...

    • store.globaldata.com
    Updated Jun 30, 2021
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    GlobalData UK Ltd. (2021). Coronavirus Disease 2019 (COVID-19) Analyst Consensus Global Drug Sales Forecast - Q2, 2021 [Dataset]. https://store.globaldata.com/report/coronavirus-disease-2019-covid-19-analyst-consensus-global-drug-sales-forecast-q2-2021/
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    Dataset updated
    Jun 30, 2021
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2021 - 2025
    Area covered
    Global
    Description

    This report contains a summary of the analyst consensus forecasts available in the GlobalData Pharma Intelligence Center Drug Sales and Analyst Consensus Database for the Indication COVID-19. Currently there are 37 drugs indicated for COVID-19 which have analyst consensus forecasts available. Read More

  6. National flu and COVID-19 surveillance reports: 2024 to 2025 season

    • gov.uk
    Updated Mar 20, 2025
    + more versions
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    UK Health Security Agency (2025). National flu and COVID-19 surveillance reports: 2024 to 2025 season [Dataset]. https://www.gov.uk/government/statistics/national-flu-and-covid-19-surveillance-reports-2024-to-2025-season
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    Dataset updated
    Mar 20, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    UK Health Security Agency
    Description

    These reports summarise the surveillance of influenza, COVID-19 and other seasonal respiratory illnesses in England.

    Weekly findings from community, primary care, secondary care and mortality surveillance systems are included in the reports.

    This page includes reports published from 18 July 2024 to the present.

    Please note that after the week 21 report (covering data up to week 20), this surveillance report will move to a condensed summer report and will be released every 2 weeks.

    Previous reports on influenza surveillance are also available for:

    View the pre-release access list for these reports.

    Our statistical practice is regulated by the Office for Statistics Regulation (OSR). The OSR sets the standards of trustworthiness, quality and value in the https://code.statisticsauthority.gov.uk/" class="govuk-link">Code of Practice for Statistics that all producers of Official Statistics should adhere to.

  7. Coronavirus Disease 2019 (COVID-19) Vaccines-Global Market Forecast to 2024

    • store.globaldata.com
    Updated Nov 30, 2021
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    GlobalData UK Ltd. (2021). Coronavirus Disease 2019 (COVID-19) Vaccines-Global Market Forecast to 2024 [Dataset]. https://store.globaldata.com/report/coronavirus-disease-2019-vaccines-market-analysis/
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    Dataset updated
    Nov 30, 2021
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2021 - 2025
    Area covered
    Asia
    Description

    This publication is an update and extension to the Excel model containing the patient-based sales forecast for COVID-19 vaccines, which was previously covered in Coronavirus Disease 2019 (COVID 19) Vaccines: Opportunity Assessment and Forecast to 2026, published in June 2021. Read More

  8. Retail growth forecast in online and physical stores in the UK 2019-2021, by...

    • statista.com
    Updated Dec 20, 2022
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    Statista (2022). Retail growth forecast in online and physical stores in the UK 2019-2021, by category [Dataset]. https://www.statista.com/statistics/1121975/retail-sales-growth-forecast-in-the-united-kingdom-online-and-physical/
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    Dataset updated
    Dec 20, 2022
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom
    Description

    According to a recent forecast on retail sales growth in the United Kingdom (UK) in the wake of the coronavirus (COVID-19) crisis, in 2021 online sales is forecast to constitute 27.1 of all retail sales. For food retail, in 2021 an average of 1.6 percent decline is projected both in online and offline retail, whereas non-food sales in physical stores are predicted to grow by 15.1 percent.

  9. f

    Data_Sheet_1_Using a Dynamic Causal Model to validate previous predictions...

    • frontiersin.figshare.com
    docx
    Updated Jun 3, 2023
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    Cam Bowie; Karl Friston (2023). Data_Sheet_1_Using a Dynamic Causal Model to validate previous predictions and offer a 12-month forecast of the long-term effects of the COVID-19 epidemic in the UK.docx [Dataset]. http://doi.org/10.3389/fpubh.2022.1108886.s001
    Explore at:
    docxAvailable download formats
    Dataset updated
    Jun 3, 2023
    Dataset provided by
    Frontiers
    Authors
    Cam Bowie; Karl Friston
    License

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

    Area covered
    United Kingdom
    Description

    BackgroundPredicting the future UK COVID-19 epidemic provides a baseline of a vaccine-only mitigation policy from which to judge the effects of additional public health interventions. A previous 12-month prediction of the size of the epidemic to October 2022 underestimated its sequelae by a fifth. This analysis seeks to explain the reasons for the underestimation before offering new long-term predictions.MethodsA Dynamic Causal Model was used to identify changes in COVID-19 transmissibility and the public's behavioral response in the 12-months to October 2022. The model was then used to predict the future trends in infections, long-COVID, hospital admissions and deaths over 12-months to October 2023.FindingsThe model estimated that the secondary attack rate increased from 0.4 to 0.5, the latent period shortened from 2.7 to 2.6 and the incubation period shortened from 2.0 to 1.95 days between October 2021 and October 2022. During this time the model also estimated that antibody immunity waned from 177 to 160 days and T-cell immunity from 205 to 180 days. This increase in transmissibility was associated with a reduction in pathogenicity with the proportion of infections developing acute respiratory distress syndrome falling for 6–2% in the same twelve-month period. Despite the wave of infections, the public response was to increase the tendency to expose themselves to a high-risk environment (e.g., leaving home) each day from 33–58% in the same period.The predictions for October 2023 indicate a wave of infections three times larger this coming year than last year with significant health and economic consequences such as 120,000 additional COVID-19 related deaths, 800,000 additional hospital admissions and 3.5 million people suffering acute-post-COVID-19 syndrome lasting more than 12 weeks.InterpretationThe increase in transmissibility together with the public's response provide plausible explanations for why the model underestimated the 12-month predictions to October 2022. The 2023 projection could well-underestimate the predicted substantial next wave of COVID-19 infection. Vaccination alone will not control the epidemic. The UK COVID-19 epidemic is not over. The results call for investment in precautionary public health interventions.

  10. UK Home and Garden Retailing Market Size, Share & Trends Analysis and...

    • store.globaldata.com
    Updated Sep 30, 2021
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    GlobalData UK Ltd. (2021). UK Home and Garden Retailing Market Size, Share & Trends Analysis and Forecast 2021-2025 [Dataset]. https://store.globaldata.com/report/home-and-garden-retailing-in-united-kingdom-uk-sector-overview-market-size-and-forecast-to-2025/
    Explore at:
    Dataset updated
    Sep 30, 2021
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2021 - 2025
    Area covered
    Europe, United Kingdom
    Description

    Home and Garden Retailing in United Kingdom (UK) – Sector Overview, Market Size and Forecast to 2025 provides both the historic and forecast market data of total retail sales, and the home market in United Kingdom (UK). It illustrates the data with charts, graphs and tables summarizing the value, with category details in home sector. The forecasts include the impact of COVID-19 on growth. The report also reveals major retailers share in home sector with their price and market positioning in 2020. Read More

  11. Argentina Ready Meals (Prepared Meals) Market Size, Growth and Forecast...

    • store.globaldata.com
    Updated Mar 7, 2022
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    GlobalData UK Ltd. (2022). Argentina Ready Meals (Prepared Meals) Market Size, Growth and Forecast Analytics, 2021-2025 [Dataset]. https://store.globaldata.com/report/ready-meals-prepared-meals-market-in-argentina-outlook-to-2024-market-size-growth-and-forecast-analytics-updated-with-covid-19-impact/
    Explore at:
    Dataset updated
    Mar 7, 2022
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2020 - 2024
    Area covered
    Argentina
    Description

    Argentina Ready Meals (Prepared Meals) Market Size, Growth and Forecast Analytics, 2021-2025 is a broad level market review of Ready Meals market in Argentina. Read More

  12. f

    Data_Sheet_1_Artificial intelligence in healthcare: combining deep learning...

    • figshare.com
    • frontiersin.figshare.com
    pdf
    Updated Jan 11, 2024
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    Areej Alhhazmi; Ahmad Alferidi; Yahya A. Almutawif; Hatim Makhdoom; Hibah M. Albasri; Ben Slama Sami (2024). Data_Sheet_1_Artificial intelligence in healthcare: combining deep learning and Bayesian optimization to forecast COVID-19 confirmed cases.pdf [Dataset]. http://doi.org/10.3389/frai.2023.1327355.s001
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Jan 11, 2024
    Dataset provided by
    Frontiers
    Authors
    Areej Alhhazmi; Ahmad Alferidi; Yahya A. Almutawif; Hatim Makhdoom; Hibah M. Albasri; Ben Slama Sami
    License

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

    Description

    Healthcare is a topic of significant concern within the academic and business sectors. The COVID-19 pandemic has had a considerable effect on the health of people worldwide. The rapid increase in cases adversely affects a nation's economy, public health, and residents' social and personal well-being. Improving the precision of COVID-19 infection forecasts can aid in making informed decisions regarding interventions, given the pandemic's harmful impact on numerous aspects of human life, such as health and the economy. This study aims to predict the number of confirmed COVID-19 cases in Saudi Arabia using Bayesian optimization (BOA) and deep learning (DL) methods. Two methods were assessed for their efficacy in predicting the occurrence of positive cases of COVID-19. The research employed data from confirmed COVID-19 cases in Saudi Arabia (SA), the United Kingdom (UK), and Tunisia (TU) from 2020 to 2021. The findings from the BOA model indicate that accurately predicting the number of COVID-19 positive cases is difficult due to the BOA projections needing to align with the assumptions. Thus, a DL approach was utilized to enhance the precision of COVID-19 positive case prediction in South Africa. The DQN model performed better than the BOA model when assessing RMSE and MAPE values. The model operates on a local server infrastructure, where the trained policy is transmitted solely to DQN. DQN formulated a reward function to amplify the efficiency of the DQN algorithm. By examining the rate of change and duration of sleep in the test data, this function can enhance the DQN model's training. Based on simulation findings, it can decrease the DQN work cycle by roughly 28% and diminish data overhead by more than 50% on average.

  13. Chile Ready Meals (Prepared Meals) Market Size, Growth and Forecast...

    • store.globaldata.com
    Updated Mar 7, 2022
    + more versions
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    GlobalData UK Ltd. (2022). Chile Ready Meals (Prepared Meals) Market Size, Growth and Forecast Analytics, 2021-2025 [Dataset]. https://store.globaldata.com/report/ready-meals-prepared-meals-market-in-chile-outlook-to-2024-market-size-growth-and-forecast-analytics-updated-with-covid-19-impact/
    Explore at:
    Dataset updated
    Mar 7, 2022
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2020 - 2024
    Area covered
    Chile
    Description

    Chile Ready Meals (Prepared Meals) Market Size, Growth and Forecast Analytics, 2021-2025 is a broad level market review of Ready Meals market in Chile. Read More

  14. GDP growth forecast for the UK 2000-2029

    • flwrdeptvarieties.store
    • statista.com
    Updated Jul 3, 2024
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    Statista Research Department (2024). GDP growth forecast for the UK 2000-2029 [Dataset]. https://flwrdeptvarieties.store/?_=%2Ftopics%2F6500%2Fthe-british-economy%2F%23zUpilBfjadnZ6q5i9BcSHcxNYoVKuimb
    Explore at:
    Dataset updated
    Jul 3, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    United Kingdom
    Description

    In 2023 the gross domestic product (GDP) of the United Kingdom grew by 0.1 percent and is expected to grow by 1.1 percent in 2024 and two percent in 2025. Growth is expected to slow down to 1.8 percent in 2026, and then 1.5 percent in 2027 and 2028. The sudden emergence of COVID-19 in 2020 and subsequent closure of large parts of the economy were the cause of the huge 9.4 percent contraction in 2020, with the economy recovering somewhat in 2021, when the economy grew by 7.6 percent. UK slips into recession in late 2023 In the last two quarters of 2023, the UK economy shrank by 0.1 percent in Q3 and by 0.3 percent in Q4, plunging the UK into recession for the first time since the COVID-19 pandemic. Even before this latest recession, however, the UK economy has been struggling with weak growth. In the eight quarters between 2022 and 2023, the economy grew in just half of them, falling in three, and stagnating in one. As the UK gears up for a likely general election in 2024, the economy has consistently been seen as one of the most important issues to people in Britain, ahead of health, immigration and the environment. As for which political party would handle the economy better, the ruling-Conservative party have trailed the Labour Party on this issue in polls since October 2022. High inflation persisting longer than expected One of the main factors that explains the UK's economic woes recently is rising prices. UK inflation accelerated sharply from late 2021 onwards, and reached a peak of 11.1 percent in October 2022. Unfortunately for UK residents, wage growth has only recently caught up with inflation, with wages in real terms falling throughout for twenty months between November 2021 and June 2023. By January 2024, inflation had fallen to the more modest rate of four percent, but getting inflation down to such levels came at a price. The Bank of England raised interest rates throughout 2022 and 2023, which certainly played a part in the UK's weak economic performance during that time.

  15. e

    Europe COVID-19 Diagnostics Market Report and Forecast 2025-2034

    • expertmarketresearch.com
    pdf,excel,csv,ppt
    Updated Mar 25, 2021
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    Claight Corporation - Expert Market Research (2021). Europe COVID-19 Diagnostics Market Report and Forecast 2025-2034 [Dataset]. https://www.expertmarketresearch.com/reports/europe-covid-19-diagnostics-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Mar 25, 2021
    Dataset authored and provided by
    Claight Corporation - Expert Market Research
    License

    https://www.expertmarketresearch.com/privacy-policyhttps://www.expertmarketresearch.com/privacy-policy

    Time period covered
    2025 - 2034
    Area covered
    Europe
    Description

    The Europe COVID-19 diagnostics market is being aided by the growing cases of COVID-19 infections in the UK and France, which have performed around 112 Millionand 58 million tests, respectively, for COVID-19 as of March 2021.

  16. Wet Wipe Market - North America, Europe, EMEA, APAC : US, Canada, China,...

    • technavio.com
    Updated Dec 15, 2021
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    Wet Wipe Market - North America, Europe, EMEA, APAC : US, Canada, China, Germany, UK - Forecast 2021-2025 [Dataset]. https://www.technavio.com/report/wet-wipe-market-industry-analysis
    Explore at:
    Dataset updated
    Dec 15, 2021
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Europe, the Middle East and Africa, Germany, Europe, China, Canada, United Kingdom, United States, Global
    Description

    Snapshot img

    The wet wipe market share is expected to increase by USD 5.58 billion from 2020 to 2025, and the market’s growth momentum will accelerate at a CAGR of 7.38%.

    This wet wipe market research report provides valuable insights on the post COVID-19 impact on the market, which will help companies evaluate their business approaches. Furthermore, this report extensively covers wet wipe market segmentation by application (personal care, household, and ICI) and geography (Europe, North America, APAC, South America, and MEA). The wet wipe market report also offers information on several market vendors, including 3M Co., Essity Aktiebolag (publ), Henkel AG and Co. KGaA, Johnson and Johnson Inc., Kimberly Clark Corp, S. C. Johnson and Son Inc., The Clorox Co., The Procter and Gamble Co., Unicharm Corp., and Unilever Group among others.

    What will the Wet Wipe Market Size be During the Forecast Period?

    Download the Free Report Sample to Unlock the Wet Wipe Market Size for the Forecast Period and Other Important Statistics

    Wet Wipe Market: Key Drivers, Trends, and Challenges

    The rising concern over hygiene is notably driving the wet wipe market growth, although factors such as increasing environmental concerns may impede the market growth. Our research analysts have studied the historical data and deduced the key market drivers and the COVID-19 pandemic impact on the wet wipe industry. The holistic analysis of the drivers will help in deducing end goals and refining marketing strategies to gain a competitive edge.

    Key Wet Wipe Market Driver

    One of the key factors driving growth in the wet wipes market size is the rising concern over hygiene. There has been growing health and hygiene-related awareness among consumers globally in recent years due to the COVID-19 pandemic. The usage of wet wipes in households for cleaning surfaces has increased since 2020, owing to the pandemic. Consumers use products such as alcohol-based wet wipes to clean surfaces for effective germ-killing and protection, which to a certain extent helps control the spread of COVID-19. The application of wet wipes has been steadily increasing since 2020 in hospitals and healthcare centers for decontamination of medical devices and surfaces. Several vendors have launched wet wipes that help disinfect and clean commonly touched hard, non-porous surfaces. The increased usage of wet wipes due to hygiene concerns will contribute to the growth of the global wet wipe market.

    Key Wet Wipe Market Trend

    Omnichannel retailing is another factor supporting the wet wipe market share growth. The competition in the global wet wipe market is extremely high owing to the presence of established brands in the market such as 3M Co., Essity Aktiebolag (publ), Henkel AG and Co. KGaA, Johnson and Johnson Inc. To increase their product visibility and revenue, brands have taken to marketing their products online through their own web portals, third-party websites, and offline distribution channels such as physical stores. Omnichannel retailing is a growing trend among companies across different industries, and the trend has been followed in the global wet wipe market as well. The trend of omnichannel retailing will help the global wet wipe market grow during the forecast period.

    Key Wet Wipe Market Challenge

    The increasing environmental concerns will be a major challenge for the wet wipe market during the forecast period. Wet wipes are composed of fabric like cotton blended with plastic resins, including polyester or polypropylene that are not biodegradable. The use of wet wipes triggers increasing plastic consumption and environmental pollution. Additionally, consumers tend to flush out the wet wipes as these are marketed as ‘flushable’ by brands manufacturing wet wipes. Commercially available non-flushable wipes are manufactured from either polyethylene terephthalate (PET), polypropylene (PP), or a combination of PET and cellulose, which are not biodegradable. 50% of brands that labeled and marketed their wet wipes as flushable used a mixture of PET and cellulose to manufacture their wet wipes leading to environmental pollution. The alternatives to plastic-based wet wipes include bio-based and petroleum-based wet wipes. The comprehensive environmental impacts of bio-based wet wipes throughout the life cycle are 38% lower than that of petroleum-based wet wipes.

    This wet wipes market research report also provides detailed information on other upcoming trends and challenges that will have a far-reaching effect on the market growth. The actionable insights on the trends and challenges will help companies evaluate and develop growth strategies for 2021-2025.

    Parent Market Analysis

    Technavio categorizes the global wet wipe market under the global personal products market. Our research report has extensively covered external factors influencing the parent market growth potential in the coming years,

  17. United States (USA) Cooked Meats - Counter (Meat) Market Size, Growth and...

    • store.globaldata.com
    Updated Mar 7, 2022
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    GlobalData UK Ltd. (2022). United States (USA) Cooked Meats - Counter (Meat) Market Size, Growth and Forecast Analytics, 2021-2025 [Dataset]. https://store.globaldata.com/report/cooked-meats-counter-meat-market-in-the-united-states-of-america-outlook-to-2024-market-size-growth-and-forecast-analytics-updated-with-covid-19-impact/
    Explore at:
    Dataset updated
    Mar 7, 2022
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2020 - 2024
    Area covered
    United States
    Description

    United States (USA) Cooked Meats – Counter (Meat) Market Size, Growth and Forecast Analytics, 2021-2025 is a broad level market review of Cooked Meats – Counter market in United States of America. Read More

  18. Pandemic period names and dates.

    • plos.figshare.com
    xls
    Updated Sep 22, 2023
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    James D. Munday; Sam Abbott; Sophie Meakin; Sebastian Funk (2023). Pandemic period names and dates. [Dataset]. http://doi.org/10.1371/journal.pcbi.1011453.t002
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    xlsAvailable download formats
    Dataset updated
    Sep 22, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    James D. Munday; Sam Abbott; Sophie Meakin; Sebastian Funk
    License

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

    Description

    Mathematical and statistical models can be used to make predictions of how epidemics may progress in the near future and form a central part of outbreak mitigation and control. Renewal equation based models allow inference of epidemiological parameters from historical data and forecast future epidemic dynamics without requiring complex mechanistic assumptions. However, these models typically ignore interaction between age groups, partly due to challenges in parameterising a time varying interaction matrix. Social contact data collected regularly during the COVID-19 epidemic provide a means to inform interaction between age groups in real-time. We developed an age-specific forecasting framework and applied it to two age-stratified time-series: incidence of SARS-CoV-2 infection, estimated from a national infection and antibody prevalence survey; and, reported cases according to the UK national COVID-19 dashboard. Jointly fitting our model to social contact data from the CoMix study, we inferred a time-varying next generation matrix which we used to project infections and cases in the four weeks following each of 29 forecast dates between October 2020 and November 2021. We evaluated the forecasts using proper scoring rules and compared performance with three other models with alternative data and specifications alongside two naive baseline models. Overall, incorporating age interaction improved forecasts of infections and the CoMix-data-informed model was the best performing model at time horizons between two and four weeks. However, this was not true when forecasting cases. We found that age group interaction was most important for predicting cases in children and older adults. The contact-data-informed models performed best during the winter months of 2020–2021, but performed comparatively poorly in other periods. We highlight challenges regarding the incorporation of contact data in forecasting and offer proposals as to how to extend and adapt our approach, which may lead to more successful forecasts in future.

  19. UK Solar Market - Industry Statistics

    • mordorintelligence.com
    pdf,excel,csv,ppt
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    Mordor Intelligence, UK Solar Market - Industry Statistics [Dataset]. https://www.mordorintelligence.com/industry-reports/united-kingdom-solar-power-market-industry
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    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    United Kingdom
    Description

    The UK Solar Power Market is Segmented by End User (Residential, Commercial and Industrial, and Utilities).

  20. Spain Pizza (Prepared Meals) Market Size, Growth and Forecast Analytics,...

    • store.globaldata.com
    Updated Mar 7, 2022
    + more versions
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    GlobalData UK Ltd. (2022). Spain Pizza (Prepared Meals) Market Size, Growth and Forecast Analytics, 2021-2025 [Dataset]. https://store.globaldata.com/report/pizza-prepared-meals-market-in-spain-outlook-to-2024-market-size-growth-and-forecast-analytics-updated-with-covid-19-impact/
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    Dataset updated
    Mar 7, 2022
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2020 - 2024
    Area covered
    Europe
    Description

    Spain Pizza (Prepared Meals) Market Size, Growth and Forecast Analytics, 2021-2025 is a broad level market review of Pizza market in Spain. Read More

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Statista (2024). Growth forecasts for retail sales pre and post-Coronavirus in the UK 2021, by sector [Dataset]. https://www.statista.com/statistics/1111013/pre-and-post-coronavirus-growth-forecasts-for-retail-uk/
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Growth forecasts for retail sales pre and post-Coronavirus in the UK 2021, by sector

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Dataset updated
Nov 10, 2024
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
2020
Area covered
United Kingdom
Description

The coronavirus pandemic has caused massive shocks to the global economy and dampened previously projected growth scenarios worldwide. According to a recent study, clothing and footwear retail was predicted to suffer a 25.8 percent decline annually in 2020. However, with the diminishing of the impact of the pandemic, in 2021 the sector is forecast to grow by 28.7 percent. In total terms, the retail industry is expected to grow by 3.9 percent, as opposed to the 3.6 percent decline in 2020. For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Fact and Figures page.

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