Table 3.
Multiple logistic regression model in diabetes mellitus dataset.
| Independent variables | Dependent variable (diabetes) | ||||
|---|---|---|---|---|---|
| B | Odds ratio | Lower limit | Upper limit | Significant risk | |
| Age (years) | |||||
| (<25) | −1.2 | 6.55 | 4.1 | 10.6 | 0.0 |
| (25–30) | −0.7 | 2.55 | 1.6 | 3.9 | 0.0 |
| (30–35) | −0.9 | 1.29 | 0.78 | 2.1 | 0.0 |
| (35–40) | −1.15 | 1.26 | 0.72 | 2.13 | 0.0 |
| (>40) | 1 | 1 | Ref | ||
|
| |||||
| Number of pregnancies | |||||
| Never | 1 | 1 | Ref | ||
| (1–3) | 0.69 | 1.66 | 1.0 | 2.6 | 0.0 |
| (4–6) | 0.46 | 1.0 | 0.6 | 1.6 | 0.02 |
| (>6) | 0.92 | 0.4 | 0.2 | 0.6 | 0.0 |
|
| |||||
| Insulin level (u U/ml) | |||||
| (Less than 200) | 0.9 | 1 | Ref | ||
| (More than 200) | 1.5 | 2.5 | 1.5 | 3.7 | 0.0 |
|
| |||||
| BMI (kg/m ^ 2) | |||||
| Normal | −2.5 | 8.01 | 3.6 | 16.9 | 0.0 |
| Overweight | 1 | 1 | Ref | ||
| Obesity | 0.1 | 0.6 | 0.39 | 0.69 | 0.3 |
|
| |||||
| Blood pressure (mm·Hg) | |||||
| Low (<65) | −1.3 | 2.9 | 1.7 | 4.8 | 0.0 |
| Normal (65–85) | −1.2 | 1.4 | 0.9 | 2.2 | 0.0 |
| High (>85) | 1 | 1 | Ref | ||
|
| |||||
| Glucose (mg/dL) | |||||
| Normal (<140) | −0.4 | 7.3 | 5.0 | 11.0 | 0.0 |
| High (>140) | 1 | 1 | Ref | ||
|
| |||||
| Skin fold (mm) | |||||
| (<20) | −0.1 | 1.3 | 0.9 | 1.8 | 0.1 |
| (20–40) | 1 | 1 | Ref | ||
| (>40) | −1.0 | 0.6 | 0.4 | 1.0 | 0.0 |