Table 6.
Sensitivity analysis for the comparison of three multivariable models of the association between weather factors (14-day exponential moving average) and reported cases of COVID-19 caused by the B.1.617.2 (delta) variant of SARS-CoV-2, Sydney, Australia from 16 June to 10 September, 2021
Model | Factor | Days used for exponential moving average | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
7-day | 14-day | 21-day | ||||||||
Estimate (SE) | Z | P-value | Estimate (SE) | Z | P-value | Estimate (SE) | Z | P-value | ||
1 | Intercept | 14.59 (1.13) | 12.89 | < 0.001 | 16.37 (1.06) | 15.52 | < 0.001 | 17.30 (0.82) | 21.16 | < 0.001 |
9:00 am humidity | − 0.13 (0.02) | − 8.23 | < 0.001 | − 0.15 (0.01) | − 10.49 | < 0.001 | − 0.16 (0.01) | − 14.55 | < 0.001 | |
2 | Intercept | − 1.03 (0.05) | − 22.3 | < 0.001 | − 2.74 (1.03) | − 2.66 | 0.008 | − 3.64 (0.86) | − 4.23 | < 0.001 |
9:00 am temperature | 0.54 (0.003) | 158.0 | < 0.001 | 0.68 (0.09) | 8.00 | < 0.001 | 0.77 (0.07) | 10.70 | < 0.001 | |
3 | Intercept | 3.89 (0.12) | 33.18 | < 0.001 | 10.24 (2.66) | 3.86 | < 0.001 | 11.28 (2.29) | 4.93 | < 0.001 |
9:00 am humidity | − 0.05 (0.001) | − 44.97 | < 0.001 | − 0.11 (0.02) | − 5.30 | < 0.001 | − 0.12 (0.02) | − 7.00 | < 0.001 | |
9:00 am temperature | 0.40 (0.005) | 86.44 | < 0.001 | 0.25 (0.11) | 2.21 | 0.027 | 0.25 (0.10) | 2.55 | 0.011 | |
4 | Intercept | − 8.33 (8.05) | − 1.03 | 0.301 | − 34.29 (8.93) | − 3.84 | < 0.001 | − 42.85 (7.65) | − 5.60 | < 0.001 |
9:00 am humidity | 0.13 (0.11) | 1.22 | 0.224 | 0.52 (0.12) | 4.20 | < 0.001 | 0.66 (0.11) | 6.10 | < 0.001 | |
9:00 am temperature | 1.67 (0.66) | 2.55 | 0.011 | 4.23 (0.75) | 5.65 | < 0.001 | 5.17 (0.66) | 7.83 | < 0.001 | |
9:00 am humidity × 9:00 am temperature | − 0.02 (0.01) | − 2.05 | 0.040 | − 0.06 (0.01) | − 5.34 | < 0.001 | − 0.07 (0.01) | − 7.48 | < 0.001 |