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Results |
Most of the data collected in the PMS consisted of frequency counts. The data analysis focused on describing the characteristics of the study sample with frequency distributions of mechanism of injury and types of inappropriate care. In addition, cross tabulation tables were generated for relating categories of preventable death and appropriateness of care to such variables as time of death, cause of death, phase of inappropriate care, and other trauma indicators.
In a before and after fashion, the results of this study were compared with findings of the 1992 PMS. Comparisons of proportions in the cross tabulation tables between this study and the 1992 findings were made with the chi-square test (Tables 4, 14, 15, and 16) and, where appropriate, with Fishers Exact test (Tables 6, 17, 18, 19, 20, 21, and 22). The independent t test was used to compare age and time to death between this study and the 1992 PMS (Table 17). A P value less than .05 was used to define statistical significance.
Data collected on compliance with the Coalition-approved trauma care guidelines during the intervention year is presented below. Local hospital personnel and EastCare personnel collected the prehospital data on 336 trauma patients. (There is no denominator data available on how many trauma patients were cared for by the prehospital personnel.) The ED data was collected on 548 (53%) of the 1,041 trauma transfers received by the PCMH Trauma Center in the intervention year. The following chart details by hospital the number of prehospital forms submitted and the number of trauma transfer patients for which an ED data collection form was completed.
| Hospital | Number of Prehospital Forms |
Number of Trauma Transfers |
|---|---|---|
| Albermarle | 0 | 2 |
| Beaufort | 8 | 33 |
| Bertie | 11 | 19 |
| Carteret | 29 | 12 |
| Craven | 6 | 8 |
| Chowan | 14 | 14 |
| Duplin | 16 | 62 |
| Eastcare | 20 | NA |
| Halifax | 11 | 34 |
| Heritage | 24 | 34 |
| Lenoir | 2 | 64 |
| Martin | 7 | 21 |
| Nash | 6 | 22 |
| Onslow | 0 | 23 |
| Pitt | 68 | 0 |
| Pungo | 1 | 18 |
| Roanoke-Chowan | 4 | 31 |
| Washington | 17 | 26 |
| Wayne | 87 | 90 |
| Wilson | 5 | 21 |
| Totals | 336 | 548 |
Overall, there was improvement with time in the prehospital data although there was no statistical significance in the change (Tables 1 and 2). Data collected on ED care showed improvement from quarter 1 to quarters 3 and 4 that was statistically significant (Tables 3 and 4).
| Intervention | Quarter 1 | Quarter 2 | Quarter 3 | Quarter 4 | Average |
|---|---|---|---|---|---|
| Airway Secured | 62.5 | 44.4 | 50.0 | 63.6 | 55.9 |
| Cervical Spine Immobilized | 93.0 | 97.2 | 92.7 | 90.9 | 93.6 |
| Oxygen Delivered at 100% | 80.2 | 84.0 | 86.0 | 91.4 | 84.3 |
| Chest Tube Inserted/Decompressed | 00.0 | 100.0 | 75.0 | ||
| Hemorrhage Controlled | 93.0 | 88.9 | 80.4 | 70.0 | 75.4 |
| Vascular Access Obtained | 76.4 | 74.2 | 80.4 | 70.0 | 75.4 |
| Injured Extremities Splintered | 77.2 | 63.0 | 83.3 | 78.3 | 75.6 |
| Wounds Covered | 75.6 | 71.0 | 76.5 | 84.4 | 75.7 |
| Quarter | Number of Observations | Mean Percent Accomplished | Standard Error |
|---|---|---|---|
| 1 | 127 | 82.4 | 1.92 |
| 2 | 84 | 81.5 | 2.35 |
| 3 | 66 | 85.5 | 2.99 |
| 4 | 59 | 84.8 | 2.96 |
| Total | 336 | 83.2 | 1.22 |
| Intervention | Quarter 1 | Quarter 2 | Quarter 3 | Quarter 4 | Average |
|---|---|---|---|---|---|
| Airway Secured | 80.0 | 85.7 | 81.0 | 89.1 | 84.0 |
| Cervical Spine Immobilized | 84.0 | 88.5 | 90.8 | 97.3 | 90.0 |
| Oxygen Delivered at 100% | 77.2 | 76.9 | 91.4 | 68.7 | 77.2 |
| Chest Tube Inserted/Decompressed | 84.6 | 100.0 | 100.0 | 90.0 | 93.8 |
| Hemorrhage Controlled | 94.3 | 96.0 | 98.1 | 96.7 | 96.2 |
| Vascular Access Obtained | 99.3 | 97.6 | 97.3 | 98.7 | 98.3 |
| Injured Extremities Splintered | 80.3 | 84.8 | 92.3 | 90.9 | 86.1 |
| Gastric Tube Inserted | 35.2 | 51.7 | 58.2 | 53.5 | 48.4 |
| Foley Catheter Inserted | 77.2 | 79.1 | 94.9 | 86.1 | 83.7 |
| Wounds Covered | 78.0 | 80.0 | 90.6 | 95.0 | 84.8 |
| Tetanus Documented | 83.5 | 90.1 | 83.6 | 96.9 | 88.1 |
| Antibiotics Given | 66.7 | 75.9 | 88.5 | 95.6 | 79.5 |
| Quarter | Number of Observations | Mean Percent Accomplished | Standard Error |
|---|---|---|---|
| 1 | 151 | 78.8* | 1.64 |
| 2 | 131 | 84.2 | 1.70 |
| 3 | 115 | 88.7* | 1.79 |
| 4 | 153 | 85.4* | 1.44 |
| Total | 550 | 84.0 | 0.83 |
*Quarter 1 vs. Quarter 3, p = .0005; Quarter 1 vs. Quarter 4, p = .018
The sample consisted of 134 mechanical trauma deaths. There were 93 (69.4%) males and 41 (30.6%) females. The ethnic breakdown included 74 (55.2%) Caucasian, 50 (37.3%) African-American, 8 (6.0%) Hispanic, and 2 Asian. Mean age was 45.6 years (range 6 months - 93 years). There were 109 (81.3%) unintentional and 25 (18.7%) intentional injuries. Blunt injuries occurred in 113 (84.3%) of the deaths and penetrating injuries in 21 (15.7%). Table 5 presents the mechanism of injury. Approximately 80% of the injuries involved motor vehicle crashes (38.8%), falls (21.6%), gunshot wounds (12.7%), or pedestrians being struck (6.7%).
| Mechanism | Number | Percent |
|---|---|---|
| Motor Vehicle Crash | 52 | 38.8 |
| Fall | 29 | 21.6 |
| Gunshot | 17 | 12.7 |
| Pedestrian Struck | 9 | 6.7 |
| Construction | 6 | 4.5 |
| Assault | 4 | 3.0 |
| Motorcycle Crash | 4 | 3.0 |
| Bicycle Crash | 4 | 3.0 |
| Stab Wound | 4 | 3.0 |
| Carbon Monoxide | 2 | 1.5 |
| Lightning | 1 | <1.0 |
| Watercraft | 1 | <1.0 |
In Table 6 we present the type of care by preventable death rate for all cases. Of the 134 deaths, 2 (1.5%) were judged preventable, 18 (13.4%) possibly preventable, and 114 (85.1%) non-preventable. The overall preventable death rate was 14.9%. In 42 (31.3%) of the cases, some aspect of the care was judged inappropriate. All of the cases judged preventable had inappropriate care compared to 92 (80.7%) of the non-preventable cases (p=.0005)
| Preventable | Possibly Preventable | Non Preventable | Total | |||||
|---|---|---|---|---|---|---|---|---|
| Type of Care | Number | Percent | Number | Percent | Number | Percent | Number | Percent |
| Appropriate | 0 | 0.0 | 0 | 0.0 | 92 | 80.7 | 92 | 68.7 |
| Inappropriate | 2 | 100.0 | 18 | 100.0 | 22 | 19.3 | 42 | 31.3 |
| Total | 2 | 1.5 | 18 | 13.4 | 114 | 85.1 | 134 | 100.0 |
Preventable death rate stratified by time to death, age, and cause of death is presented in Tables 7 and 8. Death occurred within 48 hours in 95 (70.9%) of the fatalities, and 85 (63.4%) of the fatalities occurred in patients less than 55 years of age. Over 70 percent of the deaths were related to central nervous system (CNS) injuries, hemorrhage, or airway injuries. For these causes of death, 4 (26.7%) of the airway, 4 (17.8%) of the hemorrhages, and 3 (9.2%) of the CNS related injuries were judged preventable or possibly preventable.
| Time to Death | Age | |||||||
|---|---|---|---|---|---|---|---|---|
| <48 Hours | >48 Hours | <55 | >55 | |||||
| Preventable Death Rate | Number | Percent | Number | Percent | Number | Percent | Number | Percent |
| Preventable | 1 | 1.0 | 1 | 2.6 | 2 | 2.4 | 0 | 0.0 |
| Possibly Preventable | 11 | 11.6 | 7 | 17.9 | 10 | 11.8 | 8 | 16.3 |
| Non-Preventable | 83 | 87.4 | 31 | 79.5 | 73 | 85.8 | 41 | 83.7 |
| Total | 95 | 70.9 | 39 | 29.1 | 85 | 63.4 | 49 | 36.6 |
| Preventable | Possibly Preventable | Non Preventable | Total | |||||
|---|---|---|---|---|---|---|---|---|
| Cause of Death | Number | Percent | Number | Percent | Number | Percent | Number | Percent |
| CNS Injury | 0 | 3.7 | 3 | 5.5 | 52 | 94.5 | 55 | 41.0 |
| Hemorrhage | 1 | 6.7 | 3 | 11.1 | 23 | 85.2 | 27 | 20.2 |
| Airway | 1 | 6.7 | 3 | 20.0 | 11 | 73.3 | 15 | 11.2 |
| Sepsis | 0 | 0.0 | 1 | 20.0 | 4 | 80.0 | 5 | 3.7 |
| Indeterminate | 0 | 0.0 | 3 | 20.0 | 12 | 80.0 | 15 | 11.2 |
| Other | 0 | 0.0 | 5 | 29.4 | 12 | 70.6 | 17 | 12.7 |
In Table 9 we present the preventable death rate by the place of death. Only 13 (9.7%) of the total fatalities occurred in the operating room or hospital floor, and only two of those were judged preventable. Of the remaining 18 preventable deaths, 9 occurred in the emergency department and 9 in the intensive care unit.
| ED | 9 | 45.0 | 51 | 44.7 | 60 | 44.8 |
| OR | 1 | 5.0 | 6 | 5.3 | 7 | 5.2 |
| ICU | 9 | 45.0 | 52 | 45.6 | 61 | 45.5 |
| Post ED | 1 | 5.0 | 5 | 4.4 | 6 | 4.5 |
In Table 10 we present the phase of inappropriate care and the preventable death status for those cases. About one-third of the patients had inappropriate care administered at more than one phase of their treatment. Inappropriate care occurred at the emergency department in 19 (45.2%) of the cases, at the prehospital phase or emergency department in 10 (23.8%) of the cases, and the intensive care unit in 4 (9.5%) of the cases.
| Preventable | Non Preventable | Total | ||||
|---|---|---|---|---|---|---|
| Phase of Care | Number | Percent | Number | Percent | Number | Percent |
| ED Only | 8 | 40.0 | 11 | 50.0 | 19 | 45.2 |
| Prehospital Only | 0 | 0.0 | 5 | 22.7 | 5 | 11.9 |
| Prehospital and ED | 3 | 15.0 | 2 | 9.1 | 5 | 11.9 |
| ICU Only | 4 | 20.0 | 0 | 0.0 | 4 | 9.5 |
| Other Phase Combinations | 5 | 25.0 | 4 | 18.2 | 9 | 21.4 |
In Tables 11, 12, and 13, we present the type of inappropriate care at the prehospital, emergency department, and post emergency department phases of care. During the prehospital phase, airway management was the leading type of inappropriate care. Other types of inappropriate care included air medical transport access, oxygen/ventilation problem, fluid resuscitation, and unnecessary or deleterious medication. The most frequently documented types of inappropriate care occurring in the emergency department included airway control, failure to recognize an injury, fluid resuscitation problems, chest injury treatment, and delay in going to surgery. During the post-emergency department stage of care, the most frequent type of inappropriate care was related to oxygen/ventilation.
| Type of Inappropriate Care* | Number | Percent |
|---|---|---|
| Airway Management | 6 | 54.5 |
| Air Medical transport Access | 1 | 9.1 |
| Oxygen/Ventilation | 1 | 9.1 |
| Fluid Resuscitation | 1 | 9.1 |
| Unnecessary/Deleterious Medications | 1 | 9.1 |
| Other | 1 | 9.1 |
*Patients can have more than one type of inappropriate care.
| Type of Inappropriate Care* | Number | Percent |
|---|---|---|
| Airway Control | 7 | 25.9 |
| Failure to Recognize Injury | 7 | 25.9 |
| Fluid Resuscitation | 5 | 18.5 |
| Chest Injury Treatment | 5 | 18.5 |
| Delayed Surgery | 5 | 18.5 |
| Oxygen/Ventilation | 4 | 14.8 |
| Other Stablization/Treatment | 4 | 14.8 |
| Unnecessary/Deleterious Medications | 3 | 11.1 |
| Failure to use Xray/CT | 3 | 11.1 |
| Surgeon Notified | 2 | 7.4 |
| Inappropriate Operation | 2 | 7.4 |
| Failure to Use Peritoneal Lavage | 1 | 3.7 |
| Labs Sent | 1 | 3.7 |
| Other Operative | 1 | 3.7 |
*Patients can have more than one type of inappropriate care.
| Type of Inappropriate Care* | Number | Percent |
|---|---|---|
| Oxygen /Ventilation | 4 | 30.8 |
| Other | 4 | 30.8 |
| Unnecessary/Deleterious Medications | 2 | 15.4 |
| Treatment of Re-bleeding | 1 | 7.7 |
| Monitoring/Management of Head Injury | 1 | 7.7 |
| Ventilatory Care | 1 | 7.7 |
*Patients can have more than one type of inappropriate care.
In Table 14, we present the association between where the fatality occurred and whether treatment was provided by a trauma center, rural hospital, or at a trauma center after treatment occurred elsewhere. Initial treatment at a trauma center occurred in 32 (24%) of the cases, at a rural hospital in 55 (41%) of the cases, and 47 (35%) were transferred to a trauma center. Over 90 percent of all the deaths occurred in either the emergency department or the intensive care unit. There were significantly more deaths in the intensive care unit for transfer cases as compared to trauma center or rural hospital intensive care unit deaths.
| Trauma Center | Rural Hospital | Transfer to Trauma Center | Total | |||||
|---|---|---|---|---|---|---|---|---|
| Place of Death | Number | Percent | Number | Percent | Number | Percent | Number | Percent |
| ED | 10 | 31.3 | 42 | 76.4 | 8 | 17.0 | 60 | 44.8 |
| OR | 4 | 12.5 | 3 | 5.5 | 0 | 0.0 | 7 | 5.2 |
| ICU | 14 | 43.8 | 8 | 14.5 | 39 | 83.0 | 61 | 45.5 |
| Post ED | 4 | 12.5 | 2 | 3.6 | 0 | 0.0 | 6 | 4.5 |
| Total | 32 | 23.9 | 55 | 41.0 | 47 | 35.1 | 134 | 100.0 |
In Tables 15 and 16, we compare preventable death rate, type of care, and phase of inappropriate care between trauma center, rural hospital, and transfer cases. Although there were no statistically significant differences, there were more preventable deaths in the rural hospital cases, and more inappropriate care in the rural hospital and transfer cases. In terms of where the inappropriate care occurred, the rural hospitals had more problems during the prehospital care and in the emergency department, while the transfer cases had most of their problems in the emergency department and intensive care unit.
| Trauma Center | Rural Hospital | Transfer to Trauma Center |
||||
|---|---|---|---|---|---|---|
| Place of Death | Number | Percent | Number | Percent | Number | Percent |
| Preventable | 3 | 9.4 | 8 | 14.5 | 9 | 19.1 |
| Non-Preventable | 29 | 90.6 | 47 | 85.5 | 38 | 80.9 |
| Trauma Center | Rural Hospital | Transfer to Trauma Center |
||||
|---|---|---|---|---|---|---|
| Type of Care | Number | Percent | Number | Percent | Number | Percent |
| Appropriate | 25 | 78.1 | 40 | 72.7 | 27 | 57.4 |
| Inappropriate | 7 | 21.9 | 15 | 27.3 | 20 | 42.6 |
| Trauma Center | Rural Hospital | Transfer to Trauma Center |
||||
|---|---|---|---|---|---|---|
| Place of Inappropriate Care | Number | Percent | Number | Percent | Number | Percent |
| Prehospital | 2 | 6.3 | 8 | 14.5 | 1 | 2.1 |
| ED | 4 | 12.5 | 10 | 18.2 | 13 | 27.7 |
| OR | 0 | 0.0 | 1 | 1.8 | 4 | 8.5 |
| ICU | 0 | 0.0 | 2 | 3.6 | 5 | 10.6 |
| Post ED | 2 | 6.3 | 0 | 0.0 | 1 | 2.1 |
As Table 17 shows, the two study samples were similar in racial distribution, gender, average age, and time when death occurred.
| Characteristic* | Year 1992 N = 151 |
Year 1997/1998 N = 134 |
|---|---|---|
| Race % Caucasian | 51.7 | 55.2 |
| Race % African American | 45.0 | 37.3 |
| Race % Other | 3.3 | 7.5 |
| Gender % Male | 68.9 | 69.4 |
| Gender % Female | 31.1 | 30.6 |
| Mean Age | 40.2 | 45.6 |
| Age Range | 7 months - 93 years | 6 months - 93 years |
| Time to Death % <48 hours | 74.8 | 70.9 |
| Time to Death % >48 Hours | 25.2 | 29.1 |
*There were no statistical differences.
In Table 18, we show the mechanism of injury in the two studies. The two studies were almost identical in the number of motor vehicle crashes (37.7% vs. 38.8%), while the 1992 study had significantly more deaths related to violence (30% vs. 19%, p=.04).
| Mechanism | Year 1992 Number |
Year 1992 Percent |
Year 1997/1998 Number |
Year 1997/1998 Percent |
|---|---|---|---|---|
| Motor Vehicle Crash | 57 | 37.7 | 52 | 38.8 |
| Gunshot Wound | 28 | 18.5 | 17 | 12.7 |
| Fall | 22 | 14.6 | 29 | 21.6 |
| Pedestrian Struck | 16 | 10.6 | 9 | 6.7 |
| Stab Wound | 11 | 7.3 | 4 | 3.0 |
| Assault | 7 | 4.6 | 4 | 3.0 |
| Other | 10 | 6.6 | 22 | 16.4 |
In Table 19, we show a comparison of preventable death rates and, in Table 20, a comparison of inappropriate care for the two studies. There were significantly more preventable deaths and inappropriate care in the 1992 PMS study compared to the 1997/98 study (29% preventable deaths and 68% inappropriate care in 1992 vs. 15% preventable deaths and 31% inappropriate care in 1997/98, p<.01).
| Preventable Death Rate | Year 1992 Number |
Year 1992 Percent |
Year 1997/1998 Number |
Year 1997/1998 Percent |
|---|---|---|---|---|
| Total Preventable | 43 | 28.5 | 20 | 14.9 |
| Possibly Preventable | 32 | 21.2 | 18 | 13.4 |
| Preventable | 11 | 7.3 | 2 | 1.5 |
| Non-Preventable | 108 | 71.5 | 114 | 85.1 |
| Type of Care | Year 1992 Number |
Year 1992 Percent |
Year 1997/1998 Number |
Year 1997/1998 Percent |
|---|---|---|---|---|
| Appropriate | 48 | 31.8 | 92 | 68.7 |
| Inappropriate | 103 | 68.2 | 42 | 31.3 |
In Table 21, we show a comparison for the phase of treatment where the inappropriate care occurred. The 1992 study found that both the prehospital and emergency department accounted for over 65% of the inappropriate care, while the 1997/98 study found that the emergency department and post emergency department care were responsible for most of the inappropriate care. There were significantly more incidents of inappropriate prehospital care in 1992 compared to 1997/98 (70% vs. 26%, p=.005).
| Phase of Care | Year 1992 Number |
Year 1992 Percent |
Year 1997/1998 Number |
Year 1997/1998 Percent |
|---|---|---|---|---|
| Prehospital | 72 | 69.9 | 11 | 26.2 |
| ED | 69 | 67.0 | 24 | 57.1 |
| Post ED | 35 | 34.0 | 17 | 40.5 |
In Tables 22 and 23, we show a comparison of the type of inappropriate care at the prehospital and emergency department stages of care. During the prehospital stage, the major type of inappropriate care in both studies was related to airway management. There was significantly more inappropriate airway management in the 1992 study compared to 1997/98 (83% vs. 55%, p < .05). Comparing the types of inappropriate care in the emergency department, airway control, delayed surgery, and failure to recognize an injury were problem areas in both studies. In 1992, too much time in the emergency department or waiting for an X-Ray was found in almost half of the inappropriate cases, while in 1997/98 this was not a problem in any of the inappropriate cases.
| Type of Inappropriate Care |
Year 1992 N = 72 |
Year 1997/1998 N = 11 |
|---|---|---|
| Airway Management | 83.3% | 54.5% |
| Fluid Resuscitation | 15.3% | 9.1% |
| C-Spine Protection | 13.9% | 0.0% |
| Oxygen/Ventilation | 11.1% | 9.1% |
| Excessive Scene Time | 8.3% | 0.0% |
| Air Medical Transport Access | 4.2% | 9.1% |
| Unnecessary/Deleterious Medications | 0.0% | 9.1% |
| Type of Inappropriate Care |
Year 1992 N = 69 |
Year 1997/1998 N = 27 |
|---|---|---|
| Too Much Time in ED/X-Ray | 47.8% | 0.0% |
| Airway Control | 21.7% | 25.9% |
| Delayed Surgery | 20.3% | 18.5% |
| Failure to Recognize Injury | 17.4% | 25.9% |
| Excessive Resuscitation | 17.4% | 0.0% |
| Unnecessary/Deleterious Medications | 14.5% | 11.1% |
| Chest Injury Treatment | 14.5% | 18.5% |
| Diagnostic Resources | 13.0% | 0.0% |
| Surgeon Notified | 11.6% | 7.4% |
| Oxygen/Ventilation | 11.6% | 14.8% |
| Fluid Resuscitation | 7.2% | 18.5% |
| Failure to Use X-Ray/CT | 5.8% | 11.1% |
| Other Stabilization/Treatment | 0.0% | 14.8% |