Table 4

Pooled estimate of the association between obesity and COVID-19 outcomes in the general population by publication year (n=168)

Exposure by publication yearHospital admission+ICU+IMV*DeathStudies with combinations of outcomes†
Studies (n)Pooled OR (95% CI)Studies (n)Pooled OR (95% CI)Studies (n)Pooled OR (95% CI)
BMI continuous (5 units)
 Studies published in 202021.34 (1.22 to 1.47)91.10 (1.05 to 1.16)71.47 (1.16 to 1.93)
 Studies published in 202131.28 (1.00 to 1.61)61.05 (0.86 to 1.28)61.34 (1.05 to 1.69)
Overweight versus normal weight
 Studies published in 2020111.30 (1.18 to 1.44)120.98 (0.90 to 1.06)11.60 (0.88 to 2.90)
 Studies published in 2021101.13 (1.05 to 1.21)91.18 (0.93 to 1.48)71.15 (0.97 to 1.37)
Obese versus normal weight
 Studies published in 2020131.76 (1.54 to 2.01)171.31 (1.10 to 1.57)21.58 (0.91 to 2.75)
 Studies published in 202191.57 (1.31 to 1.88)101.17 (1.03 to 1.32)71.45 (1.25 to 1.70)
Obese versus non-obese
 Studies published in 2020251.82 (1.58 to 2.10)331.29 (1.18 to 1.42)81.97 (1.33 to 2.92)
 Studies published in 2021121.65 (1.51 to 1.80)171.24 (1.16 to 1.33)41.94 (1.38 to 2.73)
Extreme obese versus normal weight
 Studies published in 202022.51 (1.85 to 3.42)61.98 (1.63 to 2.41)11.80 (1.47 to 2.20)
 Studies published in 202161.98 (1.43 to 2.73)61.89 (1.39 to 2.56)11.49 (1.11 to 2.00)
Extreme obese versus non-obese
 Studies published in 202032.30 (1.96 to 2.69)42.17 (1.49 to 3.17)21.69 (1.31 to 2.19)
 Studies published in 202115.55 (3.20 to 9.62)33.26 (1.61 to 6.62)0
Non-BMI-defined obesity‡
 Studies published in 202041.32 (1.16 to 1.49)031.80 (0.91 to 3.56)
 Studies published in 2021012.00 (1.32 to 3.02)21.50 (1.10 to 2.03)
  • *Pooled studies included in-hospital admission, ICU and IMV. The estimates for hospital admission, ICU and IMV were not shown separately because of low number of studies.

  • †Studies whose endpoint was the combination of two or more of the following: hospital admission, ICU, IMV, death or other conditions pertaining to a severe disease.

  • ‡Non-BMI-defined obesity includes neck circumference, waist circumference, waist-to-hip ratio and visceral adipose tissue.

  • BMI, body mass index; ICU, intensive care unit; IMV, invasive mechanical ventilation.