High-income countries
Song
Hospital admission; ICU admission
USA
1st Mar–10th Aug 20
Respiratory failure, myocardial infarction, stroke, pulmonary hypertension, embolism, thrombosis, acute renal failure
N/A
50%
465,565 (White)
182,637
Acosta
Mortality
USA
1st Mar 20–28th Feb 21
NR
Age
88%
63,981 (White)
79,361
Adeji
Mortality
USA
1st Jul 21–30th Jun 22
NR
N/A
81%
207,926 (White)
80,218
Lindsay
Seropositivity
USA
20th Feb–10th Jul 20
Charlson Comorbidity Index
N/A
75%
1,092,652 (White)
269,941
Luo
Mortality
USA
4th Mar–23rd Jun 20
Cardiovascular disease, obesity, diabetes
N/A
25%
7,300,959 (White)
3,321,251
Metra
ICU admission
USA
20th Jan–30th Sep 20
Hypertension, diabetes, obesity, COPD, cerebral infarction, systemic connective tissue disorders, reduced mobility, pregnancy, neoplasm, nicotine dependence
Age, sex, diabetes, hypertension, obesity, homelessness, neoplasms
50%
157,049 (White)
50,376
Zerbo
Hospital admission; ICU admission; Mortality
USA
1st Nov 20–27th Jul 21
BMI, diabetes, hypertension, renal disease, asthma, heart disease, COPD, pneumonia, cerebral infarction, Alzheimers, Parkinsons, movement disorders, demyelinating disorders, epilepsy
Age, comorbidities
75%
1,891,899 (White)
1,300,923
Bennett
Hospital admission; Mortality
USA
1st Jan 20–7th Dec 20
Diabetes, renal disease, heart failure, chronic pulmonary disease, peripheral vascular disease, stroke, cancer, dementia, myocardial infarction, liver disease, rheumatologic disease, hemiplegia, peptic ulcer disase
N/A
69%
1,251,401 (White)
675,298
Chang
Infection; Hospital admission
USA
1st Jan 20–31st Dec 20
27 conditions
N/A
88%
23,769,184 (White)
7,859,910
Egede
ICU admission
USA
1st Mar 20–10th Jul 20
Comorbidity count
N/A
81%
23,788 (White)
7761
Feldman
Mortality
USA
1st Jan 20–24th Feb 21
NR
Age
69%
227,532 (White)
148,593
Ioannou
Infection
USA
1st Feb 20–31st Mar 21
Charlson Comorbidity Index
Age, sex, region, location, BMI, comorbidities
93%
5,887,349 (White)
3,240,324
Jones
Seroprevalence
USA
1st Jul 20–31st May 21
NR
N/A
63%
1,226,745 (White)
216,774
Young
Hospital admission
USA
1st Jan 20–31st Dec 20
Presence of comorbidities
Age, sex, service, rank, education, occupation, region, comorbidities
93%
374,525 (White
622,726
Thomas 1
ICU admission; Mortality
UK
1st Mar 20–31st May 20
NR
N/A
81%
13,092 (White)
697
Gray
Mortality
UK
1st Mar 20–31st Mar 21
Charlson Comorbidity Index
Age, sex, deprivation, comorbidities
93%
359,160 (White)
15,084
Knight
Hospital admission
UK
1st Jan 20–7th Dec 20
Number of diagnoses
N/A
93%
36,131,134 (White)
8,833,352
Thomas 2
Infection
UK
21st Nov 20–22nd Dec 20
NR
Age, deprivation, catchment area, smoking status, place of work, key worker
88%
2729 (White British or Irish)
88
Martin
Infection
UK
Dec 20–Mar 21
Diabetes, immunosuppressed
Age, sex, migration, religiosity, deprivation, household factors
93%
7583 (White)
8276
Talaei
Seroprevalence
UK
1st May 20–2nd Nov 20
Arterial disease, asthma, autoimmune disease, cancer, COPD, diabetes, heart disease, hypertension, immunodeficiency, kidney disease, major neurological conditions
Age, sex
93%
10,651 (White)
479
Mathur
Infection; Hospital admission; ICU admission; Mortality
UK
1st Feb 20 to 31st Dec 20
Hypertension, asthma, respiratory disease, heart disease, diabetes, cancer, liver disease, stroke, dementia, neurological disease, kidney disease, immunosuppression
Age, sex
100%
10,877,978 (White)
6,410,554
Hippisley Cox
Hospital admission; Mortality
UK
8th Dec 20–15th Jun 21
Kidney disease, chemotherapy, diabetes, other health conditions
Age, sex, BMI, vaccination dose, background infection rate
75%
4,781,050 (White)
903,979
Ward
Seropositivity
UK
20th Jun 20–13th July 20
NR
Age, sex, region
94%
92,737 (White)
6667
Farrell
ICU admission; Mortality
Ireland
13th Mar 20–1st May 20
Charlson Comorbidity Index
Age
69%
208 (White Irish and White Other)
49
Allen
Seroprevalence
Ireland
19th Apr 21–28th Apr 21
NR
N/A
81%
3798 (White Irish)
1287
Chu
Hospital admission
Canada
1st Jen 20–30th Sep 20
Charlson Comorbidity Index
N/A
75%
42,547 (General)
4645
Saeed
Seropositivity
Canada
9th May 20–21st Jul 20
NR
Age, sex, region, deprivation, blood type
81%
52,852 (White)
10,695
Passos-Castilho
Hospital admission
Canada
1st Jan 20–30th Sep 20
Charlson Comorbidity Index
N/A
88%
42,547 (Canadian born)
4645
Islamoska
Hospital admission
Denmark
1st Feb 20–30th Jun 20
Charlson Comorbidity Index
Age, sex
88%
433,539 (Danish)
60,114
Guijarro
Infection
Spain
1st Jan 20–14th Mar 20
NR
Age, sex
100%
131,599 (Spain)
20,419
Ramos-Rincon
ICU admission; Mortality
Spain
1st Mar 20–31st Dec 21
Charlson Comorbidity Index
N/A
81%
20,599 (European)
3354
Rostila
Mortality
Sweden
31st Jan 20–4th May 20
NR
Age, sex
94%
11,232,511 (Sweden)
541,119
Nwaru
Hospital admission; ICU admission
Sweden
1st Jan 20–28th Feb 21
Hypertension, diabetes, obesity, stroke, pneumonia, COPD, asthma, psychiatric conditions
N/A
88%
266,848 (Swedish born)
59,204
Stralin
ICU admission; Mortality
Sweden
1st Mar 20–30th Sep 20
Hypertension, diabetes, chronic lung disease, cancer, ischaemic disease, neuromuscular disease, stroke, obesity, dementia
Age, sex, comorbidities, care dependency, healthcare region
88%
9973 (Sweden)
6243
Gustafsson
Hospital admission; Mortality
Sweden
4th Apr 20–14th Sep 20
Charlson Comorbidity Index
Age, sex, comorbidities, housing, family structure, civil status, region, education, income
100%
52,201 (Sweden)
20,527
Consolazio
Infection
Italy
20th Feb 20–3rd May 20
NR
Age, sex, comorbidities
88%
2,856,202 (Italy)
469,473
Lombardi
Seropositivity
Italy
27th Apr 20–12th Jun 20
Hypertension, diabetes, cardiac, respiratory, renal chronic diseases
Age, sex, occupation, frontline area, BMI, smoking
81%
3869 (Italian)
186
Fabiani
Hospital admission; ICU admission; Mortality
Italy
20th Feb 20–19th Jul 20
Oncologic, cardiovascular, respiratory, diabetes/metabolic diseases
Age, sex, geographical macro-area of diagnosis, level of urbanisation of place of residence, comorbidities, calendar period of diagnosis, random effect due to regional contextual differences
88%
197,206 (Italian)
15,974
Cacciani
Hospital admission; ICU admission
Italy
22nd Feb 21–2nd Jul 21
NR
N/A
88%
45,580 (Italian)
2513
DiGirolamo
Mortality
Italy
22nd Feb 21–16th Jul 21
NR
N/A
81%
34,370,041 (Italian)
4,006,808
Pagani
Seroprevalence
Italy
23rd Dec 20–19th Feb 21
NR
N/A
88%
1572 (Italian)
472
Coyer 1
Hospital admission
Netherlands
29th Feb 20–31st May 20
NR
Age
88%
386,521 (Ethnic Dutch)
486,534
Collard
Mortality
Netherlands
18th Feb 20–30th Jan 21
Hypertension, asthma/COPD, chronic kidney disease, diabetes, malignancy, chronic cardiac disase, obesity, BMI
N/A
69%
763 (Dutch)
415
Coyer 2
Seropositivity
Netherlands
24th Jun 20–9th Oct 20
Diabetes, high blood pressure
N/A
88%
503 (Dutch)
1994
Vos
Seropositivity
Netherlands
31st Mar 20–11th May 20
NR
Weighted to population
88%
2306 (Dutch)
331
Indseth
Infection; Hospital admission; Mortality
Norway
1st Mar 20–18th Oct 20
NR
N/A
81%
450,801 (Non-Immigrants)
869,442
Labberton
Infection; Hospital admission
Norway
15th Jun 20–21st Mar 21
14 medical conditions
N/A
100%
53,890 (Norwegian)
28,642
Jefferies
Infection
New Zealand
2nd Feb 20–13th May 20
NR
N/A
69%
1091 (European)
412
Ishii
Infection
Japan
16th Jul 20 – NR
NR
N/A
75%
3242 (Japanese)
298
Saidel Odes
Infection
Israel
8th Sep 20–31st Dec 20
NR
Age, sex
81%
6381 (Jewish)
2137
Al Awaidy
Hospital admission; Mortality
Oman
14th Feb 20–23rd Jul 20
Hypertension, cardiovascular disease, lung disease
N/A
75%
40,859 (Omani)
28,523
Al Abri
Seropositivity
Oman
1st Jul 20–30th Nov 20
Presence of comorbidities
Selection bias
81%
11,582 (Omani)
5875
Abu Ruz
Mortality
United Arab Emirates
1st Mar 20–30th May 20
Diabetes, hypertension, anaemia, vitamin D deficiency, dyslipidaemia, chronic kidney disease, asthma, cancer, COPD
N/A
75%
486 (Middle Eastern)
2810
Al Zahmi
ICU admission
United Arab Emirates
26th Feb 20–31st May 20
Cardiac disease, hypertension, chronic lung disease, asthma, chronic kidney disease, diabetes, cancer, immunosuppression, HIV, medication
N/A
75%
73 (Emirati)
4,87
Hamadah
ICU admission; Mortality
Kuwait
24th Feb 20–20th Apr 20
Diabetes, hypertension, cardiovascular, asthma, cerebrovascular, hepatitis, cancer, hypothyroidism, renal disease, immunodeficiency, recent surgery
Age, smoking, comorbidities
88%
294 (Kuwait)
829
Al Kuwari
Infection
Qatar
18th Feb 20–18th Apr 20
Hypertension, diabetes, cardiovascular disease, lung disease, kidney disease, malignancy, tuberculosis, liver disease, immunodeficiency
N/A
88%
497 (Qatari National)
5188
Shaikh
ICU admission; Mortality
Saudi Arabia
1st May 20–1st Aug 20
Hypertension, obesity, diabetes, cardiovascular disease, respiratory diseases, malignancies, other chronic conditions
Age, BMI, comorbidities, ICU admission (for mortality only)
69%
131 (Saudi National)
434
Nasif
Mortality
Saudi Arabia
Nov 20–Jun 21
NR
N/A
50%
953 (Saudi National)
1664
Low- and middle-income countries
Horta
Seropositivity
Brazil
14th May 21–24th Jun 20
NR
Age, sex
100%
2064 (White)
32,383
Da Silva
Infection
Brazil
27th Oct 20–11th Dec 20
NR
N/A
56%
2945 (White)
3039
Rodrigues
Mortality
Brazil
22nd Feb 20–10th May 21
Cardiovascular disease, diabetes, haematological disease, down syndrome, obesity, pulmonary disease, liver disease, renal disease, neurological disease
N/A
50%
435,144 (White)
405,057
Sansone
Mortality
Brazil
22nd Feb 20–4th Apr 21
Cardiopathy, haematological disorder, down syndrome, Hepatic disorder, asthma, diabetes, neurological disorder, chronic respiratory disease, immunosuppressive disorder, renal disease, obesity, other comorbidities
N/A
88%
309,646 (White)
276,009
Silva
ICU admission
Brazil
26th Feb 20–9th Oct 20
Obesity, cardiovascular disease
Age
50%
73,464 (White)
86,399
Ibarra-Nava
ICU admission
Mexico
28th Feb 20–3rd Aug 20
Diabetes, COPD, high blood pressure, chronic kidney disease
N/A
94%
412,368 (Non-Indigenous)
3487
Servan-Mori
Hospital admission; Mortality
Mexico
1st Mar 20–28th Feb 21
Diabetes, obesity, hypertension, COPD, asthma, health problems during pregnancy
Age, sex, comorbidities, timing of presentation to care, social deprivation
88%
787,856 (Non-Indigenous)
8022
Bojorquez-Chapela
Seroprevalence
Mexico
1st Nov 20–30th Apr 21
NR
N/A
75%
121 (Mexican-born)
227
Dahal
Mortality
Mexico
19th Feb 20–25th Mar 22
Pneumonia, diabetes, COPD, asthma, other disease, cardiovascular disease, obesity, chronic kidney failure
Age, sex
100%
2,151,140 (Non-Indigenous)
21,896
Ramli
Infection
Malaysia
1st Jan 21–31st Oct 21
Presence of comorbidities
N/A
56%
110 (Malay)
10
Utulu
Infection
Nigeria
Nov 20–Dec 20
Hypertension, diabetes
N/A
63%
157 (Other)
1337
Cifuentes
Mortality
Colombia
2nd Mar 20–26th Oct 20
NR
Age, sex, area of residence, health insurance, socioeconomic status
81%
971,078 (White)
62,140
Concha
Infection
Colombia
28th Mar 21–26th Apr 21
NR
Sex, village
81%
72 (Colombian)
380
Sultanoglu
Mortality
Cyprus
9th Mar 20–4th May 20
NR
N/A
13%
76 (Native)
32
Sacoto
Mortality
Ecuador
21st Feb 20–31st Dec 20
Presence of comorbidities
N/A
50%
205,718 (Mestizo)
46,047
Kadyrova
Infection; Seroprevalence
Kazakhstan
1st Apr 21–30th May 21
Presence of comorbidities
N/A
38%
55 (Kazakh)
45
Ikram
Infection
South Africa
NR
NR
N/A
69%
8 (White)
228
Jugwanth
Infection
South Africa
Nov 20–Dec 20
Diabetes, hypertension, HIV, tuberculosis, chronic kidney disease, heart disease, asthma/COPD, liver disease, cancer, pregnancy
N/A
44%
275 (White)
255
Stead
Infection
South Africa
1st Jan 20–14th Mar 20
Diabetes, hypertension, HIV
Sex, education, smoking status, profession, COVID-19 exposure, PPE training, public transport use, BMI, diabetes, hypertension, HIV
93%
114 (White)
1181
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