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. 2023 May 24;2023(5):CD015201. doi: 10.1002/14651858.CD015201

Khawaja 2020.

Study characteristics
Notes English title
Associations with COVID‐19 hospitalisation amongst 406,793 adults: the UK Biobank prospective cohort study
Study setting
Start of study recruitment (MM/YYYY)
03/2020
End of study recruitment (MM/YYYY)
04/2020
Study design
prospective cohort
Study centre(s)
multiple centres/clinics/areas within a country
Number of centres/clinics/areas
NR
Study setting
outpatient
Number of participants recruited
406,793
Sampling method
unspecified
Participants
Female participants
(percentage), 55
Age measure, value
mean (standard deviation), 68 (8)
Inclusion criteria
Individuals resident in England and alive in 2020 from UK Biobank
Exclusion criteria
We excluded participants that were tested but without a positive COVID‐19 test in case a proportion were false negatives and given the abundance of controls already available. Participants who died before 2020 or did not attend an assessment centre in England were excluded given they could not become cases.
Smoking
(absolute number), 40,181
Diabetes
(absolute number), 19,897
Hypertension
(absolute number), 135,604
Cardiovascular diseases
(absolute number), 32,831
Please indicate if additional information is available 
Ischaemic heart disease
Asthma
(absolute number), 55,127
Chronic obstructive pulmonary disease
(absolute number), 13,805
Other pulmonary diseases
(absolute number), 5377
Please indicate if additional information is available 
Obstructive sleep apnoea
Immunosuppression
(unspecified)
Please indicate if additional information is available
NR
Chronic kidney disease
(unspecified)
Cancer
(unspecified)
Steroid administration
(unspecified)
Supplemental oxygen
(unspecified)
Differential values for various oxygenation methods (if indicated)
NR
Other treatment
NR
Dose if applicable
NR
Duration if applicable
NR
Percentage received this treatment
NR
Prognostic factor(s)
Study’s definition for obesity
Not specified
The time when obesity has been measured
before disease or right at presentation
Main variable used for determination of obesity
BMI
Threshold used for definition of obesity 
Not specified
Measure of frequency
unspecified
Frequency value
NR
How many eligible outcomes reported?
1
How many eligible outcomes reported?
1
Outcome(s)
hospitalisation
Outcome (prognostic factor)
Hospitalisation (BMI ≥ 25, < 30)
Outcome
Hospitalisation
Prognostic factor (category): 
BMI ≥ 25, < 30
Follow‐up
Number of patients followed completely for this outcome 
406,793
Number of obese patients followed completely for this outcome 
94,690
Number of non‐obese patients followed completely for this outcome 
312,103
Univariable (unadjusted) analysis for obesity
Effect measure for obesity
NR
Effect measure value (95% CI)
NR (NR, NR)
Multivariable (adjusted) analysis for obesity
Modelling method
logistic regression
The set of prognostic factors used for adjustment
Age, sex, ethnicity, education level, Townsend deprivation index, BMI, DBP, alcohol intake frequency, smoking, loop diuretics use, HTN, IHD, stroke, COPD
Effect measure for obesity
odds ratio 
Effect measure value (95% CI)
1.26 (1.01, 1.56)
Outcome (prognostic factor)
Hospitalisation (BMI ≥ 30, < 35)
Outcome
Hospitalisation
Prognostic factor (category): 
BMI ≥ 30, < 35
Follow‐up
Number of patients followed completely for this outcome 
406,793
Number of obese patients followed completely for this outcome 
94,690
Number of non‐obese patients followed completely for this outcome 
312,103
Univariable (unadjusted) analysis for obesity
Effect measure for obesity
NR
Effect measure value (95% CI)
NR (NR, NR)
Multivariable (adjusted) analysis for obesity
Modelling method
logistic regression
The set of prognostic factors used for adjustment
Age, sex, ethnicity, education level, Townsend deprivation index, BMI, DBP, alcohol intake frequency, smoking, loop diuretics use, HTN, IHD, stroke, COPD
Effect measure for obesity
odds ratio 
Effect measure value (95% CI)
1.37 (1.06, 1.76)
Outcome (prognostic factor)
Hospitalisation (BMI > 35)
Outcome
Hospitalisation
Prognostic factor (category): 
BMI > 35
Follow‐up
Number of patients followed completely for this outcome 
406,793
Number of obese patients followed completely for this outcome 
94,690
Number of non‐obese patients followed completely for this outcome 
312,103
Univariable (unadjusted) analysis for obesity
Effect measure for obesity
NR
Effect measure value (95% CI)
NR (NR, NR)
Multivariable (adjusted) analysis for obesity
Modelling method
logistic regression
The set of prognostic factors used for adjustment
Age, sex, ethnicity, education level, Townsend deprivation index, BMI, DBP, alcohol intake frequency, smoking, loop diuretics use, HTN, IHD, stroke, COPD
Effect measure for obesity
odds ratio 
Effect measure value (95% CI)
2.04 (1.5, 2.77)
 
Item Authors' judgement Support for judgement
Study Participation Yes Appendix 3
Study Attrition
Hospitalisation Unclear Appendix 3
Prognostic Factor Measurement Yes Appendix 3
Outcome Measurement
Hospitalisation Yes Appendix 3
Confounding Bias
Hospitalisation Yes Appendix 3
Statistical Analysis Bias Yes Appendix 3