Table 4. Relative Contribution of Risk Factors in Model Prediction of Inpatient Mortality & Length of Stay>4 days.
Patient Cohort | Odds Ratio (OR) | |||||
---|---|---|---|---|---|---|
Model 1 Unadjusted |
Model 2 Adjusted for state residence |
Model 3 Adjusted for patient age and state residence |
Model 4 Adjusted for patient age, atrial fibrillation and state residence |
Model 5 Adjusted for all patient risk factors and state residence |
Model 6 Adjusted for all risk factors excluding patient age and atrial fibrillation |
|
Inpatient Mortality | ||||||
White | Reference | Reference | Reference | Reference | Reference | Reference |
Black | 0.75*** | 0.74*** | 0.94 | 1.02 | 0.98 | 0.76*** |
Hispanic | 0.76*** | 0.74*** | 0.89** | 0.95 | 0.98 | 0.83*** |
Length of Stay > 4 days | ||||||
White | Reference | Reference | Reference | Reference | Reference | Reference |
Black | 1.41*** | 1.32*** | 1.44*** | 1.52*** | 1.43*** | 1.30*** |
Hispanic | 1.08*** | 1.18*** | 1.25*** | 1.31*** | 1.29*** | 1.21*** |
Notes:
***, p < 0.001; **, p < 0.01; and * p < 0.05
Models 2 and 4 are based on logistic regressions and models 5 and 6 are based on hierarchical logistic regressions (with hospital level clustering).