Table 3: Stepwise multiple regression analysis evaluating factors contributing to LOS 1 (n=160).
| 2Model variables | R2 | Adjusted R2,3 | R2 Change | p value for R2 change |
|---|---|---|---|---|
| 0.219 | 0.199 | |||
| In-hospital hypoglycaemia | 0.106 | <0.01* | ||
| Inpatient Insulin treatment | 0.056 | <0.01* | ||
| Age | 0.034 | <0.01* | ||
| In-hospital infection | 0.023 | <0.01* |
Dependent variable: LOS (log transformed due to positive skewing).
Variables such as in-hospital hypoglycaemia, inpatient insulin treatment, in-hospital infection, and age were included in the final model.
Adjusted for age, in-hospital hypoglycaemia, type of anti-hyperglycaemic treatment—insulin or oral hypoglycaemic agents, in-hospital infections, admission blood glucose level, and intensive care unit admission.
p<0.05 indicates the change in R2 is statistically significant.
LOS: Length of hospital stay