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A predictive index for length of stay in the intensive care unit following cardiac surgery.

Publication ,  Journal Article
Tu, JV; Mazer, CD; Levinton, C; Armstrong, PW; Naylor, CD
Published in: CMAJ
July 15, 1994

OBJECTIVE: To develop a predictive index for length of stay in the intensive care unit (ICU) following cardiac surgery. 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. SETTING: St. Michael's Hospital, Toronto, a tertiary care cardiovascular centre. 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). 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. 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. 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.

Duke Scholars

Published In

CMAJ

ISSN

0820-3946

Publication Date

July 15, 1994

Volume

151

Issue

2

Start / End Page

177 / 185

Location

Canada

Related Subject Headings

  • Sex Factors
  • Severity of Illness Index
  • Sampling Studies
  • Risk Factors
  • Prospective Studies
  • Outcome Assessment, Health Care
  • Odds Ratio
  • Middle Aged
  • Male
  • Logistic Models
 

Citation

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Tu, J. V., Mazer, C. D., Levinton, C., Armstrong, P. W., & Naylor, C. D. (1994). A predictive index for length of stay in the intensive care unit following cardiac surgery. CMAJ, 151(2), 177–185.
Tu, J. V., C. D. Mazer, C. Levinton, P. W. Armstrong, and C. D. Naylor. “A predictive index for length of stay in the intensive care unit following cardiac surgery.CMAJ 151, no. 2 (July 15, 1994): 177–85.
Tu JV, Mazer CD, Levinton C, Armstrong PW, Naylor CD. A predictive index for length of stay in the intensive care unit following cardiac surgery. CMAJ. 1994 Jul 15;151(2):177–85.
Tu, J. V., et al. “A predictive index for length of stay in the intensive care unit following cardiac surgery.CMAJ, vol. 151, no. 2, July 1994, pp. 177–85.
Tu JV, Mazer CD, Levinton C, Armstrong PW, Naylor CD. A predictive index for length of stay in the intensive care unit following cardiac surgery. CMAJ. 1994 Jul 15;151(2):177–185.
Journal cover image

Published In

CMAJ

ISSN

0820-3946

Publication Date

July 15, 1994

Volume

151

Issue

2

Start / End Page

177 / 185

Location

Canada

Related Subject Headings

  • Sex Factors
  • Severity of Illness Index
  • Sampling Studies
  • Risk Factors
  • Prospective Studies
  • Outcome Assessment, Health Care
  • Odds Ratio
  • Middle Aged
  • Male
  • Logistic Models