Objectives: Robust outcome information for patients hospitalised for COVID-19 in England is lacking. We estimate monthly trends, accounting for baseline characteristics, for a cohort of hospitalised patients during 2020. Design: Retrospective cohort study using parametric multi-state mixture models. Setting: Hospital and ICU admissions at 31 National Health Service trusts in England collected as part of Public Health England's surveillance of Severe Acute Respiratory Infections (SARI-Watch) and linked to data on deaths. Participants: 20,785 adults (aged 15+) admitted with COVID-19 between 15 March and 31 December 2020. Outcome measures: Estimated monthly trends in hospitalised case-fatality risk (HFR), probability of ICU admission, and lengths of stay, by sex, age, region of residence, ethnicity and number of comorbidities, accounting for missing data and censored outcomes. Results: Between March and June/July/August 2020, the estimated HFR reduced from 31.9% (95% confidence interval 30.3-33.5%) to 10.9% (9.4-12.7%). HFR subsequently increased to 21.6% (18.4-25.5%) in September, rising steadily to 25.7% (23.0-29.2%) in December, with the steepest increases estimated for older patients and those with multiple comorbidities. Probability of ICU admission reduced from 13.9% (12.8-15.2%) in March to 6.2% (5.3-7.1%) in May, rose to 14.2% (11.1-17.2%) in September and fell to 9.6% (8.6-10.9%) in December. Among non-ICU patients, estimated median stay from hospital admission to death increased during the study period (from 6.6 to 12.3 days), as did median stay until discharge (from 6.1 to 9.3 days). Conclusions: Initial improvements in patient outcomes reflect improvements in clinical practice, availability of new therapies, and increased ward capacity. Significantly poorer outcomes were associated with older age, multimorbidity and admission at a time of increased hospital burden.
翻译:目标:英格兰为COVID-19住院的病人缺乏强有力的结果信息。我们估计了2020年一组住院病人的月度趋势,其中考虑到基线特点。设计:使用参数性多州混合模型进行回溯式群群研究。设置:英格兰31个国家卫生局信托基金的医院和ICU住院人数,这是英格兰公共卫生局监测严重急性呼吸系统感染(SAI观察)的一部分,与死亡数据相关。参与者:2020年3月15日至12月31日期间,20,785个成人(15岁以上)接受了COVID-19的月度趋势,其中考虑到基准特点。 成果措施:医院住院病例死亡率风险(HFR)的月度趋势估计(HFR)、接受ICU的概率以及居住时间长度,按性别、年龄、居住区、族裔和疾病数量分列的数据,其中缺少数据,结果:在2020年3月和7月/8月之间,HFRR的住院死亡率估计从31.9%(从95%住院住院病人的接受率上升为30.3%到10.8%)下降到10.9% (9.8% ) 。随后,死亡率上升为23.6 %,截至12月25.2% 的住院死亡率为23.2%。