Table 2.
Independent risk factors for prolonged intensive care unit stay
Co-efficient | SE | Adjusted OR (95% CI) | P Value | |
Renal dysfunction | 1.6066 | 0.2162 | 4.99 (3.3 – 7.6) | <0.001 |
Angina class IV | 0.4950 | 0.1048 | 1.64 (1.3 – 2.0) | <0.001 |
Ejection fraction <30% | 0.7771 | 0.1397 | 2.17 (1.6 – 2.9) | <0.001 |
Peripheral vascular disease | 0.4809 | 0.1288 | 1.62 (1.2 – 2.1) | <0.001 |
BMI ≥ 30 and <35 kg/m2 | 0.3338 | 0.1194 | 1.39 (1.1 – 1.8) | 0.005 |
BMI ≥ 35 kg/m2 | 0.7436 | 0.1935 | 2.1 (1.4 – 3.1) | <0.001 |
Age ≥ 70 and <75 years | 0.5313 | 0.1283 | 1.7 (1.3 – 2.2) | <0.001 |
Age ≥ 75 years | 0.7972 | 0.1640 | 2.22 (1.6 – 3.1) | <0.001 |
Current smoker | 0.5238 | 0.1291 | 1.69 (1.3 – 2.2) | <.0001 |
Diabetes | 0.4381 | 0.1207 | 1.55 (1.2 – 2.0) | <0.001 |
Emergent procedure | 0.7124 | 0.2510 | 2.04 (1.2 – 3.3) | 0.004 |
Hypercholesterolaemia | 0.3507 | 0.1282 | 1.42 (1.1 – 1.8) | 0.006 |
Hypertension | 0.2577 | 0.1039 | 1.29 (1.1 – 1.6) | 0.013 |
Use of CPB | 0.8904 | 0.1734 | 2.44 (1.7 – 3.4) | <0.001 |
Intercept | -4.4390 |
Calculation of predicted risk using patient data and logistic regression co-efficients:
Calculate the odds of prolonged intensive care unit stay = exp (-4.4390 + [1.6066 × renal dysfunction] + [0.4950 × angina class IV] + [0.7771 × ejection fraction <30%] + [0.4809 × peripheral vascular disease] + [0.3338 × BMI ≥ 30 and <35 kg/m2] + [0.7436 × BMI ≥ 35 kg/m2] + [0.5313 × age ≥ 70 and < 75 years] + [0.7972 × age ≥ 75 years] + [0.5238 × current smoker] + [0.4381 × diabetes] + [0.7124 × emergent procedure] + [0.3507 × hypercholesterolaemia] + [0.2577 × hypertension] + [0.8904 × use of CPB]).
Predicted risk of prolonged intensive care unit stay as a percentage = [odds/(1 + odds)] × 100.
SE, Standard Error; OR, Odds Ratio; CI, Confidence Intervals; BMI, Body Mass Index; CPB, Cardiopulmonary Bypass.