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A predictive index for length of stay in the intensive care unit following cardiac surgery.
- Source :
-
CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne [CMAJ] 1994 Jul 15; Vol. 151 (2), pp. 177-85. - Publication Year :
- 1994
-
Abstract
- Objective: To develop a predictive index for length of stay in the intensive care unit (ICU) following cardiac surgery.<br />Design: Univariate and multivariate logistic regression analysis of a cohort of 1404 patients divided into a derivation set of 713 patients and a validation set of 691 patients.<br />Setting: St. Michael's Hospital, Toronto, a tertiary care cardiovascular centre.<br />Patients: A consecutive sample of all patients undergoing cardiac surgery between Jan. 1 and Dec. 31, 1990 (derivation set), and Jan. 1 and Dec. 31, 1991 (validation set).<br />Main Outcome Measure: A long ICU stay (more than 2 days). Other outcomes analysed were ICU stays over 4, 7 and 10 days, and death.<br />Results: In the derivation set increasing age, female sex, left ventricular function, type of surgery, and urgency of surgery were found to be independent risk factors for a long ICU stay in a multivariate logistic regression analysis. A predictive index was created by assigning risk scores based on the odds ratios of the significant variables in the logistic regression analysis. The predictive index was found to predict lengths of ICU stay greater than 2, 4, 7 and 10 days, and patient death in the validation set.<br />Conclusions: Length of ICU stay and death following cardiac surgery can be predicted with a multivariate predictive index. The index has potential application as a means of stratifying cardiac surgical risk as well as in optimizing ICU resource planning when resources are limited.
- Subjects :
- Age Factors
Aged
Female
Forecasting
Hospital Mortality
Humans
Logistic Models
Male
Middle Aged
Odds Ratio
Outcome Assessment, Health Care
Prospective Studies
Risk Factors
Sampling Studies
Sex Factors
Cardiac Surgical Procedures classification
Cardiac Surgical Procedures mortality
Intensive Care Units statistics & numerical data
Length of Stay statistics & numerical data
Severity of Illness Index
Subjects
Details
- Language :
- English
- ISSN :
- 0820-3946
- Volume :
- 151
- Issue :
- 2
- Database :
- MEDLINE
- Journal :
- CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne
- Publication Type :
- Academic Journal
- Accession number :
- 8039063