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Table 3 Summary of Random-Effects Models, Heterogeneity, and Publication Bias for Mortality, Severity, and Mechanical Ventilation in T2DM and COVID-19 studies

From: Type 2 diabetes mellitus as a predictor of severe outcomes in COVID-19 — a systematic review and meta-analyses

Outcome

Estimate

SE

Z

p

CI Lower Bound

CI Upper Bound

Tau2 (SE)

I2

H2

Q (df)

p (Q)

Fail-Safe N

Kendall's Tau

p (Kendall's)

Egger's Regression

p (Egger's)

Mortality (k = 18)

3.6553

0.7444

4.9103

 <.001

2.1963

5.1143

8.1587 (3.4058)

83.83%

6.1860

89.4414 (17)

 <.001

905

0.2157

0.229

0.8804

0.379

Severity (k = 6)

1.9692

0.4844

4.0650

 <.001

1.0197

2.9187

0 (0.8819)

0%

1.0000

4.3127 (5)

0.505

32

0.2000

0.719

0.7853

0.432

Mechanical ventilation (k = 5)

2.3351

0.5907

3.9533

 <.001

1.1774

3.4928

0 (1.2263)

0%

1.0000

3.4275 (4)

0.489

26

0.6000

0.233

1.2936

0.196

  1. Tau2 Estimator: Restricted Maximum-Likelihood
  2. Fail-Safe N: Calculation using the Rosenthal Approach