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Table 2 Independent risk factors for prolonged intensive care unit stay

From: Preoperative calculation of risk for prolonged intensive care unit stay following coronary artery bypass grafting

 

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

   
  1. Calculation of predicted risk using patient data and logistic regression co-efficients:
  2. 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]).
  3. Predicted risk of prolonged intensive care unit stay as a percentage = [odds/(1 + odds)] × 100.
  4. SE, Standard Error; OR, Odds Ratio; CI, Confidence Intervals; BMI, Body Mass Index; CPB, Cardiopulmonary Bypass.