Abrupt increase in the UK coronavirus death-case ratio in December 2020
Wallace, D. J.; Ackland, G. J.
Show abstract
1Objectiveto determine the statistical relationship between reported deaths and infections in the UK coronavirus outbreak DesignPublicly available UK government data is used to determine a relationship between reported cases and deaths, taking into account various UK regions, age profiles and prevalence of the variant of concern (VOC) B.1.1.7. Main Outcome MeasuresEstablishing a simple statistical relationship between detected cases and subsequent mortality. ResultsThroughout October and November 2020, deaths in England are well described as 1/55th of detected cases from 12 days previously. After that, the relationship no longer holds and deaths are significantly higher. This is especially true in regions affected by the VOC B.1.1.7 ConclusionsIn early December, some new factor emerged to increase the case-fatality rate in the UK. Summary BoxO_ST_ABSWhat is already known on this topicC_ST_ABSThe infection-mortality ratio enables one to predict future deaths based on current infections. Incomplete monitoring of infection may be sufficient to predict future trends. What the study addsFor the specific case of the second wave of coronavirus infection in the UK, we show a clear mathematical relationship between detected infections (positive tests) and subsequent deaths. This relationship begins to fail in December, with unexpectedly high death rates. This may be correlated in time and region with the emergence of the Variant of Concern B 1.1.7.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The effectiveness of Non Pharmaceutical Interventions in reducing the outcomes of the COVID-19 epidemic in the UK, an observational and modelling study 94%
- Understanding the immunological landscape of England during SARS-CoV2 Omicron variant wave 94%
- Sickness Absence Rates in NHS England Staff during the COVID-19 Pandemic: insights from multivariate regression and time series modelling 93%
Similar papers in this journal
Similar papers in this journal
- Limits of lockdown: characterising essential contacts during strict physical distancing 91%
- Impact of baseline cases of cough and fever on UK COVID-19 diagnostic testing rates: estimates from the Bug Watch community cohort study 90%
- TRACKing Excess Deaths (TRACKED): an interactive online tool to monitor excess deaths associated with COVID-19 pandemic in the United Kingdom 90%
Similar papers in this journal
- Estimates of regional infectivity of COVID-19 in the United Kingdom following imposition of social distancing measures 96%
- The Population Attributable Fraction (PAF) of cases due to gatherings and groups with relevance to COVID-19 mitigation strategies 93%
- Shut and re-open: the role of schools in the spread of COVID-19 in Europe 93%
Similar papers in this journal
- Differential risk of healthcare workers versus the general population during outbreak, war and pandemic crises 92%
- Secondary attack rates of COVID-19 in Norwegian families: A nation-wide register-based study 92%
- Ethnic differences in COVID-19 mortality during the first two waves of the Coronavirus Pandemic: a nationwide cohort study of 29 million adults in England 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.