Table 2

Adjusted relative risk (95% CIs) of SARS-CoV-2 infection, severe COVID-19 outcomes and COVID-19 related deaths associated with study patients who engaged in physical activities according to exercise guideline (cohort A)

EventTypes of physical activity
Insufficient aerobic and muscle strengtheningMuscle strengthening onlyAerobic onlyAerobic and muscle strengthening
COVID-19, n (%)1293/41 293 (3.1)150/5036 (3.0)561/18 994 (3.0)291/11 072 (2.6)
 Adjusted RR (95% CI)
 Model 1* (age and sex adjusted)1.0 (ref)1.08 (0.91 to 1.29)0.98 (0.88 to 1.09) 0.87 (0.75 to 0.98)
 Model 2† (fully adjusted)1.0 (ref)1.01 (0.73 to 1.42)0.92 (0.77 to 1.12) 0.84 (0.73 to 0.96)
 Model 3‡ (selected confounders by DAGs)1.0 (ref)1.03 (0.86 to 1.22)0.97 (0.88 to 1.07) 0.85 (0.72 to 0.98)
Severe COVID-19§, n (%)273/41 293 (0.66)25/5036 (0.50)109/18 994 (0.57)39/11 072 (0.35)
 Adjusted RR (95% CI)
 Model 1* (age and sex adjusted)1.0 (ref)0.85 (0.56 to 1.29)0.87 (0.70 to 1.09) 0.59 (0.39 to 0.87)
 Model 2† (fully adjusted)1.0 (ref)0.93 (0.61 to 1.42)0.86 (0.69 to 1.08) 0.42 (0.19 to 0.91)
 Model 3‡ (selected confounders by DAGs)1.0 (ref)0.88 (0.58 to 1.33)0.86 (0.69 to 1.08) 0.56 (0.34 to 0.88)
COVID-19 related death, n (%)32/41 293 (0.08)0/5036 (0.00)11/18 994 (0.06)2/11 072 (0.02)
 Adjusted RR (95% CI)
 Model 1* (age and sex adjusted)1.0 (ref)NA0.70 (0.35 to 1.41) 0.23 (0.06 to 0.98)
 Model 2† (fully adjusted)1.0 (ref)NA0.71 (0.34 to 1.41) 0.26 (0.07 to 0.99)
 Model 3‡ (selected confounders by DAGs)1.0 (ref)NA0.71 (0.34 to 1.40) A0.24 (0.06 to 0.99)
  • Numbers in bold indicate significant differences (p<0.05).

  • *Model 1: adjusted for age (20–39, 40–59 and ≥60 years) and sex.

  • †Model 2: adjusted for the age; sex; region of residence (Seoul Capital Area, Daegu/Gyeongbuk area and other areas); Charlson comorbidity index (0, 1 and ≥2); history of diabetes mellitus, tuberculosis, stroke and cardiovascular disease; body mass index (continuous; using the cubic spline function); systolic blood pressure (continuous; using the restricted cubic spline function); diastolic blood pressure (continuous); fasting blood glucose (continuous); serum total cholesterol (continuous); glomerular filtration rate (≥90, 60–89 and ≤59 mL/min); household income (low, middle and high); smoking (never, ex and current); alcoholic drinks (<1, 1–2, 3–4 and ≥5 days per week); and medication for hypertension, diabetes mellitus and cardiovascular disease.

  • ‡Model 3: adjusted for potential confounders selected by DAGs (age; sex; region of residence; household income; smoking; and alcoholic drinks).

  • §Severe COVID-19 consisted of requirement of oxygen therapy, admission to the intensive care unit, invasive ventilation or death.

  • DAGs, directed acyclic graphs; RR, relative risk.