Mortality Prediction of Head Abbreviated
Injury Score and Glasgow Coma Scale:
Analysis of 7,764 Head Injuries
Demetrios Demetriades, MD, PhD, FACS, Eric Kuncir, MD, FACS, James Murray, MD, FACS,
George C Velmahos, MD, FACS, Peter Rhee, MD, FACS, Linda Chan, PhD
BACKGROUND: We assessed the prognostic value and limitations of Glasgow Coma Scale (GCS) and head
Abbreviated Injury Score (AIS) and correlated head AIS with GCS.
STUDY DESIGN: We studied 7,764 patients with head injuries. Bivariate analysis was performed to examine the
relationship of GCS, head AIS, age, gender, and mechanism of injury with mortality. Stepwise
logistic regression analysis was used to identify the independent risk factors associated with
mortality.
RESULTS: The overall mortality in the group of head injury patients with no other major extracranial
injuries and no hypotension on admission was 9.3%. Logistic regression analysis identified head
AIS, GCS, age, and mechanism of injury as significant independent risk factors of death. The
prognostic value of GCS and head AIS was significantly affected by the mechanism of injury
and the age of the patient. Patients with similar GCS or head AIS but different mechanisms of
injury or ages had significantly different outcomes. The adjusted odds ratio of death in pene-
trating trauma was 5.2 (3.9, 7.0), p 0.0001, and in the age group 55 years the adjusted
odds ratio was 3.4 (2.6, 4.6), p 0.0001. There was no correlation between head AIS and GCS
(correlation coefficient -0.31).
CONCLUSIONS: Mechanism of injury and age have a major effect in the predictive value of GCS and head AIS.
There is no good correlation between GCS and head AIS. ( J Am Coll Surg 2004;199:216–222.
© 2004 by the American College of Surgeons)
The two most widely used methods of describing the
severity of head trauma are the Glasgow Coma Scale
(GCS) and the head Abbreviated Injury Score (AIS).
The GCS is a physiologic scale based on clinical exami-
nation and the AIS is an anatomic score based on CT
scan or operative or autopsy findings. Despite the exten-
sive use of these methods in clinical practice, very few
and usually small studies have validated their value and
the effect of other variables, such as age and mechanism
of injury, on their prognostic value. Almost all existing
studies include patients with major associated extracra-
nial injuries, which have a major effect on patient sur-
vival. No study has ever attempted to correlate head AIS
with initial GCS. The present study was designed to
assess the mortality prediction value of the GCS and
head AIS, identify any limitations of these scores, and
correlate the degree of anatomic injury with GCS.
METHODS
This trauma registry study included all head injuries
with head AIS 1 (neck injuries were excluded) admit-
ted at the Los Angeles County and University of South-
ern California trauma center during a 10-year period
from 1993 to 2002. Patients with head AIS = 0 were
excluded irrespective of GCS. The Los Angeles County
paramedics have no authority to sedate or paralyze
trauma patients. The admission GCS is calculated by the
trauma team. For patients with prehospital intubation,
the preintubation GCS obtained by paramedics was
used for the purpose of the study. The trauma registry
captures 130 data fields and is maintained by seven full-
No competing interests declared.
Received December 30, 2003; Revised February 5, 2004; Accepted February
27, 2004.
From the Division of Trauma and SICU, Department of Surgery, Keck
School of Medicine, University of Southern California, Los Angeles, CA.
Correspondence address: Demetrios Demetriades, MD, PhD, FACS, De-
partment of Surgery, Division of Trauma and Surgical Critical Care,
LAC+USCTrauma Center, 1200 N State St, Rm 1105, Los Angeles, CA
90033.
216
© 2004 by the American College of Surgeons ISSN 1072-7515/04/$30.00
Published by Elsevier Inc. doi:10.1016/j.jamcollsurg.2004.02.030