Table 6.
Results of multicollinearity test for factors associated with the mortality of mechanically ventilated patients in adult ICUs of referral hospitals in Northwest Amhara, Ethiopia, 2023 (n = 404).
| Variable | Vif | 1/Vif |
|---|---|---|
| Presence of comorbidity | 5.39 | 0.185691 |
| Respiratory failure | 5.20 | 0.192342 |
| MODS | 4.84 | 0.206509 |
| Cardiovascular failure | 4.47 | 0.223793 |
| Renal failure | 4.34 | 0.230652 |
| Duration of ventilation | 3.75 | 0.266398 |
| Neurologic failure | 3.74 | 0.267292 |
| Length of stay in ICU | 3.33 | 0.300013 |
| Oxygen saturation at initiation of MV | 3.15 | 0.317129 |
| Required hemodialysis | 3.15 | 0.317955 |
| Presence of organ failure | 3.05 | 0.328366 |
| Vasopressor use | 2.67 | 0.374532 |
| GCS at ICU admission | 2.30 | 0.434746 |
| HIV/AIDS | 2.25 | 0.445293 |
| Indication for MV | 2.19 | 0.456595 |
| Chronic kidney disease | 2.18 | 0.457992 |
| Hypertension | 2.08 | 0.480453 |
| Diabetes mellitus | 2.03 | 0.492034 |
| Main admission diagnosis | 2.01 | 0.497492 |
| Asthma | 1.99 | 0.503646 |
| Respiratory rate at initiation of MV | 1.98 | 0.505784 |
| Hematologic failure | 1.85 | 0.539547 |
| Baseline hemoglobin level | 1.79 | 0.558254 |
| Age of the patient | 1.79 | 0.558537 |
| Blood pressure at initiation of MV | 1.76 | 0.568677 |
| Congestive heart failure | 1.74 | 0.573772 |
| Presence of sepsis | 1.71 | 0.584657 |
| Reintubation | 1.62 | 0.618082 |
| Infectious failure | 1.61 | 0.620387 |
| Stroke | 1.59 | 0.628897 |
| Sedative use | 1.57 | 0.635789 |
| Airway access | 1.55 | 0.643840 |
| COPD | 1.46 | 0.684478 |
| Baseline serum albumin level | 1.44 | 0.694144 |
| Extubation time | 1.38 | 0.725461 |
| Initial PEEP | 1.37 | 0.729806 |
| Heart rate at initiation of MV | 1.35 | 0.740303 |
| Initial mode of ventilation | 1.29 | 0.777353 |
| Readmission | 1.26 | 0.795441 |
| Sex of the patient | 1.25 | 0.801868 |
| Temperature at the initiation of MV | 1.24 | 0.805046 |
| Hepatic failure | 1.23 | 0.813025 |
| Residence | 1.23 | 0.815161 |
| Intubation time | 1.22 | 0.817741 |
| Mean Vif | 2.28 |