Trends and associated factors for Covid-19 hospitalisation and fatality risk in 2.3 million adults in England

被引:28
作者
Beaney, T. [1 ,2 ]
Neves, A. L. [1 ]
Alboksmaty, A. [1 ,2 ]
Ashrafian, H. [1 ]
Flott, K. [1 ]
Fowler, A. [3 ]
Benger, J. R. [4 ]
Aylin, P. [1 ,2 ]
Elkin, S. [5 ]
Darzi, A. [1 ]
Clarke, J. [1 ,6 ]
机构
[1] Imperial Coll London, Inst Global Hlth Innovat, Patient Safety Translat Res Ctr, London SW7 2AZ, England
[2] Imperial Coll London, Dept Primary Care & Publ Hlth, London W6 8RP, England
[3] NHS England & Improvement, London SE1 6LH, England
[4] NHS Digital, 7-8 Wellington Pl, Leeds LS1 4AP, W Yorkshire, England
[5] Imperial Coll London, Natl Heart & Lung Inst, London SW7 2AZ, England
[6] Imperial Coll London, Dept Math, Ctr Math Precis Healthcare, London SW7 2AZ, England
基金
英国惠康基金;
关键词
MORTALITY;
D O I
10.1038/s41467-022-29880-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The Covid-19 mortality rate varies between countries and over time but the extent to which this is explained by the underlying risk in those infected is unclear. Using data on all adults in England with a positive Covid-19 test between 1st October 2020 and 30th April 2021 linked to clinical records, we examined trends and risk factors for hospital admission and mortality. Of 2,311,282 people included in the study, 164,046 (7.1%) were admitted and 53,156 (2.3%) died within 28 days of a positive Covid-19 test. We found significant variation in the case hospitalisation and mortality risk over time, which remained after accounting for the underlying risk of those infected. Older age groups, males, those resident in areas of greater socioeconomic deprivation, and those with obesity had higher odds of admission and death. People with severe mental illness and learning disability had the highest odds of admission and death. Our findings highlight both the role of external factors in Covid-19 admission and mortality risk and the need for more proactive care in the most vulnerable groups. In this retrospective cohort study, the authors investigate the risk of hospitalisation and death for all adults in England who tested positive for COVID-19 from October 2020-April 2021. They find that the risk of hospitalisation and death varied substantially over time after taking into account individual risk factors.
引用
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页数:10
相关论文
共 30 条
[1]  
[Anonymous], 2021, Interview with Doug Gibson, UK Embassy in Canada
[2]   Excess mortality: the gold standard in measuring the impact of COVID-19 worldwide? [J].
Beaney, Thomas ;
Clarke, Jonathan M. ;
Jain, Vageesh ;
Golestaneh, Amelia Kataria ;
Lyons, Gemma ;
Salman, David ;
Majeed, Azeem .
JOURNAL OF THE ROYAL SOCIETY OF MEDICINE, 2020, 113 (09) :329-334
[3]   Patient-level and hospital-level variation and related time trends in COVID-19 case fatality rates during the first pandemic wave in England: multilevel modelling analysis of routine data [J].
Bottle, Alex ;
Faitna, Puji ;
Aylin, Paul P. .
BMJ QUALITY & SAFETY, 2022, 31 (03) :211-220
[4]   Temporal trends of COVID-19 mortality and hospitalisation rates: an observational cohort study from the US Department of Veterans Affairs [J].
Cai, Miao ;
Bowe, Benjamin ;
Xie, Yan ;
Al-Aly, Ziyad .
BMJ OPEN, 2021, 11 (08)
[5]   Risk of mortality in patients infected with SARS-CoV-2 variant of concern 202012/1: matched cohort study [J].
Challen, Robert ;
Brooks-Pollock, Ellen ;
Read, Jonathan M. ;
Dyson, Louise ;
Tsaneva-Atanasova, Krasimira ;
Danon, Leon .
BMJ-BRITISH MEDICAL JOURNAL, 2021, 372
[6]  
Egan C., 2021, HOSP ADMISSION COVID
[7]   Collider bias undermines our understanding of COVID-19 disease risk and severity [J].
Griffith, Gareth J. ;
Morris, Tim T. ;
Tudball, Matthew J. ;
Herbert, Annie ;
Mancano, Giulia ;
Pike, Lindsey ;
Sharp, Gemma C. ;
Sterne, Jonathan ;
Palmer, Tom M. ;
Smith, George Davey ;
Tilling, Kate ;
Zuccolo, Luisa ;
Davies, Neil M. ;
Hemani, Gibran .
NATURE COMMUNICATIONS, 2020, 11 (01)
[8]  
Harrell F., 2001, Regression modeling strategies: With applications to linear models, logistic regression, and survival analysis, DOI [10.1007/978-1-4757-3462-1, DOI 10.2147/]
[9]   The Global Case-Fatality Rate of COVID-19 Has Been Declining Since May 2020 [J].
Hasan, Mohammad Nayeem ;
Haider, Najmul ;
Stigler, Florian L. ;
Khan, Rumi Ahmed ;
McCoy, David ;
Zumla, Alimuddin ;
Kock, Richard A. ;
Uddin, Md Jamal .
AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 2021, 104 (06) :2176-2184
[10]  
Horby PW, 2021, LANCET, V397, P1637, DOI 10.1016/S0140-6736(21)00676-0