A new "TRISS-like" probability of survival model for intubated trauma patients

J Trauma. 2003 Jul;55(1):53-61. doi: 10.1097/01.TA.0000075340.22097.B5.

Abstract

Background: Prehospital trauma patient field intubations and paralyzations, using neuromuscular blocking agents before emergency department respiratory and neurologic assessments are made, bias assessments and outcome evaluations using probability-of-survival models, such as TRISS and A Severity Characterization of Trauma (ASCOT). We present a newly developed "TRISS-like" probability-of-survival model for intubated blunt- and penetrating-injured patient assessment.

Methods: From a population of 51397 consecutively admitted trauma patients, this study used all 5740 (11.2% of the total injured population) intubated patients with complete data from a statewide trauma registry from October 1, 1993, to September 30, 1996. Model performance was evaluated using standard calibration and discrimination measures and z and W statistics of significance.

Results: The new model accurately predicted survival for blunt- and penetrating-injured intubated patients and is applicable to 11 etiologic patient populations.

Conclusion: Study findings suggest that the new TRISS-like model should be used to assess both blunt- and penetrating-injured intubated patients. Use of this new model provides an analytical method for addressing a significant limitation of both the standard TRISS and ASCOT models, which are not applicable to intubated injured patient assessment. In addition, use of this model will complement TRISS/ASCOT assessments of nonintubated trauma patients and thus permit appropriate assessments for both intubated and nonintubated injured patient study populations.

Publication types

  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Child
  • Child, Preschool
  • Databases, Factual
  • Humans
  • Infant
  • Intubation, Intratracheal*
  • Middle Aged
  • Models, Statistical*
  • Pennsylvania
  • Probability
  • Registries
  • Survival Analysis*
  • Trauma Severity Indices
  • Wounds and Injuries / classification
  • Wounds and Injuries / etiology
  • Wounds and Injuries / mortality*