Table 2 Multivariate logistic regression analysis for risk factors associated T2DM in the development set (N = 242,003).
Intercept and variable | β | Odds ratio | 95% CI | Z value | p value |
|---|---|---|---|---|---|
Age | 0.048 | 1.049 | (1.048–1.050) | 80.332 | < 0.001 |
Heart rate | 0.013 | 1.013 | (1.011–1.014) | 15.949 | < 0.001 |
SBP | 0.017 | 1.017 | (1.016–1.018) | 36.546 | < 0.001 |
Gender | |||||
Men | Ref | 1 | Ref | – | – |
Female | –0.294 | 0.745 | (0.721–0.770) | –17.394 | < 0.001 |
Exercise situation | |||||
No | Ref | 1 | Ref | – | – |
Yes | –0.350 | 0.705 | (0.682–0.728) | –21.149 | < 0.001 |
Drinking amount | |||||
No drinking | Ref | 1 | Ref | – | – |
0–25 g per time | –0.258 | 0.772 | (0.734–0.814) | -9.838 | < 0.001 |
> 25 g per time | 0.487 | 1.627 | (1.447–1.827) | 8.168 | < 0.001 |
Smoking amount | |||||
No smoking | Ref | 1 | Ref | – | – |
0–20 cigarettes per day | 0.388 | 1.474 | (1.401–1.551) | 14.951 | < 0.001 |
> 20 cigarettes per day | 1.205 | 3.336 | (2.956–3.763) | 19.573 | < 0.001 |
WHtR | |||||
< 0.4 | Ref | 1 | Ref | – | – |
0.4–0.5 | 0.486 | 1.626 | (1.315–2.037) | 4.364 | < 0.001 |
0.5–0.6 | 1.065 | 2.901 | (2.351–3.627) | 9.643 | < 0.001 |
≥ 0.6 | 1.492 | 4.445 | (3.596–5.566) | 13.402 | < 0.001 |
Fatty liver | |||||
No | Ref | 1 | Ref | – | – |
Yes | 1.127 | 3.087 | (2.987–3.190) | 67.350 | < 0.001 |
Gallbladder disease | |||||
No | Ref | 1 | Ref | – | – |
Yes | 0.197 | 1.218 | (1.167–1.271) | 9.023 | < 0.001 |
