National Trauma Data Bank Dataset Research Articles

“Blunt adrenal injury does not affect outcomes in the pediatric population with isolated abdominal injury- a National Trauma Data Bank Review®.”

BackgroundThe incidence of blunt abdominal injury (BAI) in the adult population has been estimated to be between 0.03% and 4.95%. However, the impact of BAI on the pediatric population remains unknown. MethodsWe conducted a retrospective review of National Trauma Data Bank datasets for the years 2017–2019. We included patients under the age of 18 who experienced blunt trauma and had suffered a blunt abdominal injury with an Abbreviated Injury Scale (AIS) severity score of 2 or higher. ResultsOut of the 8064 pediatric patients with isolated abdominal trauma, 134 patients also suffered from BAI. We found no difference in the outcomes of patients with blunt adrenal injury in terms of mortality, length of stay in the intensive care unit (ICU) and hospital, and the number of ventilator days. Within poly-trauma patients BAI was associated with worst patient outcomes. ConclusionsThis study demonstrates that BAI has minimal clinical impact on patient outcomes in isolation. However it is associated with worst outcomes in poly trauma patients suggesting correlation with increased trauma burden. Level of evidenceIII.

Reverse shock index multiplied by the motor component of the Glasgow Coma Scale predicts mortality and need for intervention in pediatric trauma patients.

Timely identification of high-risk pediatric trauma patients and appropriate resource mobilization may lead to improved outcomes. We hypothesized that reverse shock index times the motor component of the Glasgow Coma Scale (GCS) (rSIM) would perform equivalently to reverse shock index times the total GCS (rSIG) in the prediction of mortality and the need for intervention following pediatric trauma. The 2017-2020 National Trauma Data Bank data sets were used. We included all patients 16 years or younger who had a documented prehospital and trauma bay systolic blood pressure, heart rate, and total GCS. We excluded all patients who arrived at the trauma center without vital signs and interfacility transport patients. Receiver operating characteristic curves were used to model the performance of each metric as a classifier with respect to our primary and secondary outcomes, and the area under the receiver operating characteristic curve (AUROC) was used for comparison. Our primary outcome was mortality before hospital discharge. Secondary outcomes included blood product administration or hemorrhage control intervention (surgery or angiography) <4 hours following hospital arrival and intensive care unit admission. After application of exclusion criteria, 77,996 patients were included in our analysis. Reverse shock index times GCS-motor and rSIG performed equivalently as predictors of mortality in the 1- to 2- ( p = 0.05) and 3- to 5-year-old categories ( p = 0.28), but rSIM was statistically outperformed by rSIG in the 6- to 12- (AUROC, 0.96 vs. 0.95; p = 0.04) and 13- to 16-year-old age categories (AUROC, 0.96 vs. 0.95; p < 0.01). Reverse shock index times GCS-motor and rSIG also performed similarly with respect to prediction of secondary outcomes. Reverse shock index times GCS-total and rSIM are both outstanding predictors of mortality following pediatric trauma. Statistically significant differences in favor of rSIG were noted in some age groups. Because of the simplicity of calculation, rSIM may be a useful tool for pediatric trauma triage. Diagnostic Tests or Criteria; Level III.

Needs Based Assessment of Trauma Systems 2, is it ready for primetime? A natural experiment testing its reliability.

Needs Based Assessment of Trauma Systems 2 (NBATS-2) attempts to predict the impact on patient volume and travel time for patients when a new trauma center (TC) is added to the system. The purpose of this study was to examine NBATS-2 predictive accuracy regarding expected volume and travel times of trauma patients at a newly designated TC and nearby legacy TCs when compared with actual data. Needs Based Assessment of Trauma Systems predictive model for volume of trauma patients at the new TC was run based on 25th, 50th, and 75th percentiles of both state and National Trauma Data Bank (NTDB) patients per 100 TC beds. This was compared with the actual number of trauma patients from the State Discharge Data set before (2011-2012) and after (2016-2017) designation of the TC. Analysis was then augmented using the geographic information system (ArcGIS) spatial modeling to characterize median travel times for actual trauma patients, before and after designation of the TC. Both state and NTDB 25th, 50th, and 75th percentiles resulted in significant overestimation of volume at the new TC in 2016. After another year of TC maturation (2017), overestimation decreased but was still present. The 25th percentile from state and NTDB data sets provided the most accurate predictions. For the legacy TCs, the model switched from under to overestimation as the state and NTDB percentiles increased. The geographic information system accurately showed patients traveling <40 minutes to a TC nearly doubled. Needs Based Assessment of Trauma Systems 2 provides an excellent template for state strategic planning; however, it overestimates new TC volume and under/overestimates volumes for legacy TCs depending on the state and NTDB percentiles used. This study shows that population density of the county in which the new or legacy TC is located should be considered when choosing the appropriate state or NTDB percentile. The geographic information system appropriately showed a decrease in trauma patient travel times after TC designation. Care Management, level V.

Predictors of Trauma High Resource Consumers in a Mature Trauma System.

Extended hospital length of stay (LOS) is widely associated with significant healthcare costs. Since LOS is a known surrogate for cost, we sought to evaluate outliers. We hypothesized that particular characteristics are likely predictive of trauma high resource consumers (THRC) and can be used to more effectively manage care of this population. The Pennsylvania Trauma Outcome Study database was retrospectively queried from 2003-2017 for all adult (age ≥15) trauma patients admitted to accredited trauma centers in Pennsylvania. THRC were defined as patients with hospital LOS two standard deviations above the population mean or ≥22 days (p<0.05). Patient demographics, comorbid conditions and clinical variables were compared between THRC and non-THRC to identify potential predictor variables. A multilevel mixed-effects logistic regression model controlling for age, gender, injury severity, admission Glasgow coma score, systolic blood pressure, and injury year assessed the adjusted impact of clinical factors in predicting THRC status. The National Trauma Data Bank (NTDB) was retrospectively queried from 2014-2016 for all adult (age ≥15) trauma patients admitted to state-accredited trauma centers and likewise were assessed for factors associated with THRC. A total of 465,601 patients met inclusion criteria [THRC: 16,818 (3.6%); non-THRC 448,783 (96.4%)]. Compared to non-THRC counterparts, THRC patients were significantly more severely injured (median ISS: 9 vs. 22, p<0.001). In adjusted analysis, gunshot wound (GSW) to the abdomen, undergoing major surgery and reintubation along with injury to the spine, upper or lower extremities were significantly associated with THRC. From the NTDB, 2 323 945 patients met inclusion criteria. In adjusted analysis, GSW to the abdomen was significantly associated with THRC. Penetrating injury overall was associated with decreased risk of being a THRC in the NTDB dataset. Those who had either GSW to abdomen, surgery, or reintubation required significantly longer LOS (p<0.001). Reintubation, major surgery, gunshot wound to abdomen, along with injury to the spine, upper or lower extremities are all strongly predictive of THRC. Understanding the profile of the THRC will allow clinicians and case management to proactively put processes in place to streamline care and potentially reduce costs and LOS.

Validation of a venous thromboembolism prediction algorithm for pediatric trauma: A national trauma data bank (NTDB) analysis

PurposeWe sought to validate a risk model to predict venous thromboembolism (VTE) in pediatric trauma through an analysis of a contemporary cohort in the National Trauma Data Bank (NTDB). Study designProspective internal validation was performed in 10 randomly stratified samples of children (age 0–17 years) from the NTDB 2013–2016. Model discrimination was determined by calculation of the c-statistic (AUC), and calibration was evaluated through analysis of observed to expected (O:E) ratio. Recalibration was performed with application of a mixed-effects logistic regression. Model parameters were reestimated based on recalibration. ResultsRetrospective review identified 481,485 pediatric trauma patients with 729 (0.2%) episodes of VTE. Discriminatory ability of the model in all random cohorts was significant with AUC > 0.93 (p < 0.001). Inadequate calibration was noted in 4 of 10 cohorts and the entire dataset (p < 0.001) with an O:E ratio of 1.79. Model recalibration resulted in similar discrimination (AUC = 0.95) with improved calibration (O:E ratio = 1.33, p < 0.0001). ConclusionPediatric trauma prediction models can provide useful data for VTE risk stratification in injured children, but these models must be validated and calibrated prior to use. Recalibration of the model in question resulted in improved accuracy in a contemporary NTDB dataset. These data provide an appropriately calibrated and validated model for clinical use. Level of evidenceII — Prospective internal validation of a multivariable prediction model.

Comparison of manual and computer assigned injury severity scores

BackgroundThe study objective was to compare the ISS manually assigned by hospital personnel and those generated by the ICDPIC software for value agreement and predictive power of length of stay...

State of Rib Fracture Care: A NTDB Review of Analgesic Management and Surgical Stabilization

Thoracic analgesia plays a key role in management and outcomes of rib fractures and can generally be broken down into oral or parenteral medication administration and regional analgesia. Surgical stabilization of rib fractures (SSRF) may be an underused resource in the management of rib fractures. This study describes recent trends in rib fracture management and outcomes. National Trauma Data Bank datasets from 2008 to 2014 were reviewed. Patients with three or more rib fractures were identified, and the frequencies of epidural analgesia (EA), other regional analgesia, and SSRF were analyzed. Those older than 65 years were more likely to be admitted to the ICU but had shorter ICU length of stay, lower intubation, and need for tracheostomy rates. In addition, those older than 65 years had about 2.5 times higher mortality (6.3% vs 2.6%, P < 0.001). EA was used in only 3 per cent of the population and more commonly in the older than 65 years group (3.7% vs 2.8%, P < 0.001). Regardless of age, SSRF was more commonly performed when compared with the placement of EA (5.8% vs 3%). This difference was even greater in the younger than 65 years group, where 7 per cent underwent SSRF. Utilization of EA remains low nationally. SSRF should be considered not only for chest wall stabilization but also as an analgesic modality in selected patients. A more complete accounting of analgesic care in rib fracture patients is needed to allow a more detailed analysis of analgesia for rib fracture-related pain to elucidate optimal treatment.

Penetrating Pharyngoesophageal Injury: Practice Patterns in the Era of Nonoperative Management – A National Trauma Data Bank Review from 2007 to 2011

Introduction: Selective nonoperative management of neck injuries from penetrating mechanism has become an acceptable management strategy. We herein characterize current management strategies of cervical pharyngoesophageal injuries implemented by trauma surgeons in the United States. Methods: The National Trauma Data Bank datasets 2007–2011 were queried for penetrating pharyngeal and/or cervical esophageal injuries. Subjects surviving 24 hours or more were analyzed based on whether a surgical exploration was pursued and by gunshot versus stabbing mechanism. Results: In all, 1,256 patients were identified, representing 6% of all penetrating neck injuries during the study period. The majority (84%) were male, with a median age of 27 years. Injury severity was high (median score of 14). Compared to stabbing victims, gunshot patients were more likely to have associated cervical spine (24% vs. 1%, p < .01) and carotid artery injury (14% vs. 9%, p < .01). Neck exploration was performed in 49% of patients who survived at least 24 hours, with 90% occurring within the first day of admission. Of patients who underwent a delayed neck exploration, 35% required a tracheostomy and 41% required a feeding tube placement. The overall mortality was 4%. Nonoperative management was not associated with increased odds for death (adjusted odds ratio (AOR) 0.55, p = .17). Conclusions: Nonoperative management of penetrating pharyngoesophageal injuries is commonly utilized with no effect on mortality.

Helicopter Transport Use for Trauma Patients Is Decreasing Significantly Nationwide but Remains Overutilized

Rapid transfer of trauma patients to a trauma center for definitive management is essential to increase survival. The utilization of helicopter transportation for this purpose remains heavily debated. The purpose of this study was to characterize the trends in helicopter transportations of trauma patients in the United States over the last decade. Subjects with a primary mode of either ground or helicopter transportation were selected from the National Trauma Data Bank datasets 2007 to 2015. Over this period, the proportion of patients transported by a helicopter decreased significantly in a linear fashion from 17 per cent in 2007 to 10.2 per cent in 2015 (P < 0.001). The overall mortality of this population was 7.6 per cent and remained unchanged over the study period (P = 0.545). Almost 3 of 10 subjects (29.4%) transported by a helicopter had an Injury Severity Score <9. The proportion of elderly (>65 years) patients requiring helicopter transportation increased by 69.1 per cent, whereas their associated mortality decreased by 21.5 per cent. The use of a helicopter for the transportation of trauma patients has significantly decreased over the last decade without any significant change in mortality, possibly indicating more effective utilization of available resources. Overtriage of patients with minor injuries remained relatively unchanged.

Management of IVC Injury: Repair or Ligation? A Propensity Score Matching Analysis Using the National Trauma Data Bank

Ligation can be used as part of damage-control operations under critical conditions after IVC injury. Inferior vena cava ligation could potentially yield greater survival benefit compared with repair after injury. We hypothesized that ligation significantly improves outcomes compared with repair. The National Trauma Data Bank dataset for 2007-2014 was reviewed. Eligible patients included those sustaining IVC injury who underwent surgical ligation or repair. Data on demographics, outcomes, and complications were collected. Comparative analysis of demographic characteristics, complications and outcomes were performed. There were 4,865 patients identified in the National Trauma Data Bank with IVC injury. A total of 1,316 patients met inclusion criteria. Four hundred and forty-seven patients (34.0%) underwent ligation and 869 (66.0%) underwent repair. Before matching, the ligation group was sicker than the repair group and the in-hospital mortality was significantly higher in the ligation group (43.8% vs 36.2%; odds ratio [OR] 1.37; 95% CI 1.09 to 1.73). One to one propensity score matching generated 310 pairs. After propensity score matching, in-hospital mortality was similar (41.3% vs 39.0%; OR 1.10; 95% CI 0.80 to 1.52). However, IVC ligation was associated with significantly higher complication rates of extremity compartment syndrome (OR 5.23; 95% CI 1.50 to 18.24), pneumonia (OR 1.76; 95% CI 1.08 to 2.86), deep venous thrombosis (OR 2.83 95% CI 1.70 to 4.73), pulmonary embolism (OR 3.63; 95% CI 1.18 to 11.17), and longer hospital length of stay (17.0 days [interquartile range 1.0 to 35.0 days] vs 9.0 days [interquartile range 1.0 to 22.0 days]; p= 0.002). Inferior vena cava ligation is not superior to repair in terms of decreasing mortality in patients with IVC injury, but it is associated with higher complication rates and hospital LOS.

Pediatric facial fractures: Demographic determinants influencing clinical outcomes.

There is limited data linking demographic determinants to clinical outcomes in facial trauma, particularly when comparing regional to national datasets; these are the aims of the present study. Retrospective chart review. A 10-year, retrospective single-institutional chart review was undertaken at Children's Hospital Colorado (CHC) to characterize a pediatric population with facial fractures. A comparative analysis between the CHC and National Trauma Data Bank (NTDB) datasets was also conducted. In the CHC dataset, increased hospital stay was positively predicted by bilateral mandible fracture, skull, intracranial, spine, thoracic, abdominal, and limb injuries. Predictors of increased intensive-care unit (ICU) stay included skull, spine, and limb injuries. The CHC cohort had younger subjects, more females, fewer African Americans, and more Hispanics than the NTDB dataset. They were more likely to be injured by nonviolent activities than by altercations. Divergent facial and associated injuries between the datasets were found. Multivariate models showed longer length of hospital stay for the CHC group (P = .0085), but the NTDB group had higher ICU admission (P = .04) and longer lengths of ICU stay (P = .007). The demographic disparities (age, ethnicity, mechanism of injury, and injury type) resulted in divergent injury patterns and likely influenced clinical outcomes. 4.