Our objective was to determine the predictive value of the anatomic step of the 2011 Field Triage Decision Scheme for identifying trauma center need.
EMS providers caring for injured adults transported to regional trauma centers in 3 midsized communities were interviewed over two years. Patients were included, regardless of injury severity, if they were at least 18 years old and were transported by EMS with a mechanism of injury that was an assault, motor vehicle or motorcycle crash, fall, or pedestrian or bicyclist struck. The interview was conducted upon ED arrival and collected physiologic condition and anatomic injury data. Patients who met the physiologic criteria were excluded. Trauma center need was defined as non-orthopedic surgery within 24 hours, intensive care unit admission, or death prior to hospital discharge. Data were analyzed by calculating descriptive statistics including positive likelihood ratios (+LR) with 95% confidence intervals.
11,892 interviews were conducted. One was excluded because of missing outcome data and 1,274 were excluded because they met the physiologic step. EMS providers identified 1,167 cases that met the anatomic criteria, of which 307 (26%) needed the resources of a trauma center (38% sensitivity, 91% specificity, +LR 4.4; CI: 3.9 - 4.9). Criteria with a +LR ≥5 were flail chest (9.0; CI: 4.1 - 19.4), paralysis (6.8; CI: 4.2 - 11.2), two or more long bone fractures (6.3; CI: 4.5 - 8.9), and amputation (6.1; CI: 1.5 - 24.4). Criteria with a +LR >2 and <5 were penetrating injury (4.8; CI: 4.2 - 5.6), and skull fracture (4.8; CI: 3.0 - 7.7). Only pelvic fracture (1.9; CI: 1.3 - 2.9) had a +LR less than 2.
The anatomic step of the Field Triage Guidelines as determined by EMS providers is a reasonable tool for determining trauma center need. Use of EMS perceived pelvic fracture as an indicator for trauma center need should be re-evaluated.
Injury is the fifth leading cause of death for all Americans.
The process that prehospital care providers use to identify patients that require the resources of a trauma center is important. Under-triage, or the transport of patients with serious injuries to a non-trauma center, may result in increased morbidity and mortality.
A study using the National Trauma Data Bank demonstrated that when ICD-9-CM codes are used to assign the anatomic criteria, they have a sensitivity of 26% and a specificity of 86%.
The objective of this study was to determine the ability of prehospital care provider identified anatomic criteria to predict trauma center need in injured patients who did not meet the physiologic criteria. A secondary objective was to determine the accuracy of EMS assessments of anatomic injury compared to hospital coded ICD-9-CM discharge diagnoses.
This study is a secondary analysis of prospectively collected data from another study.
After each enrolled patient was discharged from the hospital or emergency department, the medical record was reviewed using a structured data collection instrument. This review determined the care the patient received in the hospital and their discharge diagnoses including their biller assigned ICD-9-CM nature of injury (N) and external cause of injury (E) codes. Data abstraction was done by the research coordinator at each site.
The EMS provider interview data were reviewed, and any case that met the physiologic step of the field triage criteria was excluded from further analysis. Of the remaining cases, any patient that met any of the anatomic criteria based on provider interview was considered positive for the anatomic step of the Field Triage Guidelines. The primary study outcome was trauma center need, which was defined as admission to the intensive care unit, death prior to discharge, or non-orthopedic surgery within 24 hours of hospital arrival.
The data was analyzed using descriptive statistics, including sensitivity, specificity, and positive likelihood ratios (+LR) with 95% confidence intervals. Accuracy of EMS identified anatomic injuries was determined using ICD-9-CM codes (
11,892 patients were enrolled in the study. Of those, 1,274 met the physiologic criteria of the field triage scheme and were not included in any additional analysis. One additional patient was excluded due to lack of follow up data, leaving 10,617 cases for the study analysis. Eight percent of included patients met at least one of the anatomic criteria but did not require the resources of a trauma center (i.e., over-triage) (
Based on the ICD-9-CM billing codes 2,156 cases met the anatomic criteria, of which 434 (20%) needed the resources of a trauma center. The overall sensitivity and specificity of ICD-9-CM identified criteria was 54% (95% CI:51%-58%) and 83% (95% CI:82%-83%) respectively with a positive likelihood ratio of 3.1 (95% CI: 2.9-3.3).
To be a useful tool for prehospital providers, the Field Triage Guidelines must be simple enough to be able to be used in the prehospital environment given the available resources, while still accurately identifying patients who need the resources of a trauma center. This study found that the Anatomic Step of the Field Triage Guidelines as identified by prehospital providers is a reasonable predictor of trauma center need. When ICD-9-CM codes are used to determine if the Anatomic Step was met, accuracy improved. This is not surprising given that the determination of ICD-9-CM codes is not done until the patient's hospital treatment is complete and it is possible to use advanced diagnostic equipment that cannot be used in the prehospital setting to make the determination. This suggests that if we could improve the identification of anatomic injuries in the prehospital setting, we may be able to improve field triage decision making. However, this may be difficult since the detection of many of these injuries may require diagnostic imaging or other advanced diagnostic tools or skills that cannot be brought into the prehospital setting.
While we found that the Anatomic Criteria were useful, it is important to note that many patients who needed the resources of a trauma center were not identified after applying the Physiologic and Anatomic steps of the 4 step Field triage Guidelines. There were 503 subjects who needed the resources of a trauma center, but were not identified by either of these criteria. Our previous analysis found that 204 of those patients would have been identified by the mechanism of injury step.
Like the anatomic step overall, each individual Anatomic criterion with the exception of EMS identified pelvic fracture was found to be a good predictor of trauma center need. Interestingly, pelvic fractures that were identified at the time of hospital discharge were a strong predictor of trauma center need. This finding may be due to the inherent difficulty in identifying pelvic fractures without diagnostic imaging that is not available in the prehospital setting. This criterion should be re-evaluated to determine if it should be removed from the Field Triage Guidelines or if there are other signs that can be identified in the prehospital setting that can be used to identify patients with potential pelvic fractures. This is particularly important given that the pelvis is an underappreciated source of major hemorrhage in trauma patients.
This study was limited by the difficulty encountered when attempting to match ICD-9-CM codes to the Anatomic Criteria. We had to make several adjustments which likely jeopardized the evaluation; particularly in regard to the accuracy of EMS findings for those criteria where we had to use a broad ICD-9-CM definition (
In patients who do not meet physiologic criteria, the anatomic step of the Field Triage Guidelines is useful for predicting trauma center need. This is true even when EMS identified injuries did not match discharge diagnoses. While most of the individual Anatomic Criterion were good predictors of trauma center need, pelvic fracture may be difficult to determine in the prehospital setting due to limited diagnostic resources and warrants additional evaluation in order to enhance its accuracy.
The authors have no relevant financial conflicts of interest to report.
| Anatomic Component Conditions | ICD-9-CM N/E-codes | Limitations |
|---|---|---|
| Amputation proximal to the wrist and ankle | 887 (arm or hand amputation), | Can not verify that these are proximal to wrist or ankle – but there are separate codes for fingers which were not used (885 thumb and 886other fingers) |
| Flail Chest | 807.4 | |
| Open or depressed skull fracture | Open: 800.5-800.9, 801.5-801.9, 803.5-803.9, 804.5-804.9 | Used all major open and closed head injuries (may or may not be depressed) |
| Paralysis | 951-957 | Used any injury to the spinal nerves (may or may not have paralysis) |
| Pelvic Fracture | 808 | |
| Penetrating injuries to the head, neck, torso, and extremities proximal to elbow and knee | E955 (suicide by gun), E956(suicide by cutting), | No specific diagnostic codes for penetrating injuries. ICD-9-CM E-codes used in place of ICD-9-CM nature of injury (N) codes |
| Two or more proximal long-bone fractures | 812 (any humerus fracture), | There is no way to identify two fractures so used any one |
| Met any anatomic criteria | None of the anatomic criteria met | |
|---|---|---|
| 307 | 497 | |
| 860 | 8,953 |
Patients who would have been over triaged
Patients who would have been under triaged
| Anatomic criteria identified by EMS Assessment | Number that met criteria | Sensitivity (95% CI) | Specificity (95% CI) | Likelihood Ratio (95% CI) | Number met Anatomic Criteria identified by ICD-9-CM Diagnosis | ICD-9-CM identified likelihood ratio |
|---|---|---|---|---|---|---|
| Amputation proximal to wrist and ankle | 9 | 0.4% (0.1-1.1) | 99.9 (99.9-100.0) | 6.1 (1.5-24.4) | 1 | Cannot calculate |
| Flail Chest | 26 | 1.4% (0.7-2.4) | 99.8% (99.7-99.9) | 9.0 (4.1-19.4) | 10 | 28.5 (7.4-110.0) |
| Open or depressed skull fracture | 82 | 2.9% (1.8-4.3) | 99.4% (99.2-99.5) | 4.8 (3.0-7.7) | 167 | 13.6 (10.1-18.3) |
| Paralysis | 67 | 3.0 (1.9-4.4) | 99.6 (99.4-99.7) | 6.8 (4.2-11.2) | 440 | 0.7 (0.5-1.1) |
| Pelvic fractures | 205 | 3.5% (2.3-5.0) | 98.2% (97.9-98.5) | 1.9 (1.3-2.9) | 272 | 6.2 (4.9-7.9) |
| Penetrating injury to the head, neck, torso, and extremities | 699 | 24.6% (21.7-27.8) | 94.9% (94.4-95.3) | 4.8 (4.2-5.6) | 695 | 4.8 (4.1-5.5) |
| Two or more proximal long bone fractures | 135 | 5.7 (4.2-7.6) | 99.1% (98.9-99.3) | 6.3 (4.5-8.9) | 718 | 2.0 (1.7-2.5) |
95% Confidence Intervals shown in parentheses
| Criterion | EMS Identified | Number present per ICD-9-CM | Number absent per ICD-9-CM | Sensitivity | Specificity | +LR |
|---|---|---|---|---|---|---|
| Amputation proximal to wrist and ankle | Yes | 0 | 9 | 0 (0-97.5) | 99.9 (99.8-100) | Cannot calculate |
| No | 1 | 10,607 | ||||
| Flail chest | Yes | 1 | 25 | 10.0 (0. 3-44.5) | 99.8 (99.7-99.8) | 42.4 (6.3-284.0) |
| No | 9 | 10,582 | ||||
| Open or depressed skull fracture | Yes | 19 | 63 | 11.4 (7.0-17.2) | 99.4 (99.2-99.5) | 18.9 (11.6-30.8) |
| No | 148 | 10,388 | ||||
| Paralysis | Yes | 5 | 62 | 1.1 (0.4-2.6) | 99.4 (99.2-99.5) | 1.9 (0.8-4.6) |
| No | 435 | 10,115 | ||||
| Pelvic fracture | Yes | 50 | 155 | 18.4 (14.0-23.5) | 98.5 (98.2-98.7) | 12.3 (9.1-16.5) |
| No | 222 | 10,190 | ||||
| Penetrating injury to the head, neck, torso, and extremities | Yes | 543 | 156 | 78.1 (74.9-81.1) | 98.4 (98.2-98.7) | 49.7 (42.3-58.3) |
| No | 152 | 9,766 | ||||
| Two or more proximal long bone fractures | Yes | 46 | 89 | 6.4 (4.7-8.5) | 99.1 (98.9-99.3) | 7.1 (5.0-10.1) |
| No | 672 | 9,810 |
95% Confidence Intervals shown in parentheses