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1.
Am Surg ; 88(6): 1285-1292, 2022 Jun.
Article in English | MEDLINE | ID: mdl-33625868

ABSTRACT

INTRODUCTION: Diagnostic radiology interpretive errors in trauma patients can lead to missed diagnoses, compromising patient care. Due to this, our level II trauma center implemented a reread protocol of all radiographic imaging within 24 hours on our highest trauma activation level (Code T). We sought to determine the efficacy of this reread protocol in identifying missed diagnoses in Code T patients. We hypothesized that a few, but clinically relevant errors, would be identified upon reread. METHODS: All radiographic study findings (initial read and reread) performed for Code T admissions from July 2015 to May 2016 were queried. The reviewed radiological imaging was given one of four designations: agree with interpretation, minor (non-life threatening) nonclinically relevant error(s)-addendum/correction required or clinically relevant error(s) (major [life threatening] and minor)-addendum/correction required, and trauma surgeon notified. The results were compiled, and the number of each type of error was calculated. RESULTS: Of the 752 radiological imaging studies reviewed on the 121 Code T patients during this period, 3 (0.40%) contained minor clinically relevant errors, 11 (1.46%) contained errors that were not clinically relevant, and 738 (98.1%) agreed with the original interpretation. The three clinically relevant errors included a right mandibular fracture found on X-ray and a temporal bone fracture that crossed the clivus and bilateral rib fractures found on computerized tomography. DISCUSSION: Clinically relevant errors, although minimal, were discovered during rereads for Code T patients. Although the clinical errors were significant, none affected patient outcomes. We propose that the implementation of reread protocols should be based upon institution-specific practices.


Subject(s)
Rib Fractures , Trauma Centers , Diagnostic Errors , Humans , Retrospective Studies , Tomography, X-Ray Computed
2.
J Trauma Acute Care Surg ; 88(5): 704-709, 2020 05.
Article in English | MEDLINE | ID: mdl-32320177

ABSTRACT

BACKGROUND: While issues regarding triage of severely injured trauma patients are well publicized, little information exists concerning the difference between triage rates for patients transported by advanced life support (ALS) and basic life support (BLS). We sought to analyze statewide trends in undertriage (UT) and overtriage (OT) to address this question, hypothesizing that there would be a difference between the UT and OT rates for ALS compared with BLS over a 13-year period. METHODS: All patients submitted to Pennsylvania Trauma Outcomes Study database from 2003 to 2015 were analyzed. Undertriage was defined as not calling a trauma alert for patients with an Injury Severity Score (ISS) of 16 or greater. Overtriage was defined as calling a trauma alert for patients with an ISS of 9 or less. A logistic regression was used to assess mortality between triage groups in ALS and BLS. A multinomial logistic regression assessed the adjusted impact of ALS versus BLS transport on UT and OT versus normal triage while controlling for age, sex, Glasgow Coma Scale, systolic blood pressure (SBP), pulse, Shock Index and injury year. RESULTS: A total of 462,830 patients met inclusion criteria, of which 115,825 had an ISS of 16 or greater and 257,855 had an ISS of 9 or less. Both ALS and BLS had significantly increased mortality when patients were undertriaged compared with the reference group. Multivariate analysis in the form of a multinomial logistic regression revealed that patients transported by ALS had a decreased adjusted rate of undertriage (relative risk ratio, 0.92; 95% confidence interval, 0.87-0.97; p = 0.003) and an increased adjusted rate of OT (relative risk ratio, 1.59; 95% confidence interval, 1.54-1.64; p < 0.001) compared with patients transported by BLS. CONCLUSION: Compared with their BLS counterparts, while UT is significantly lower, OT is substantially higher in ALS-further increasing the high levels of resource (over)utilization in trauma patients. Undertriage in both ALS and BLS are associated with increased mortality rates. Additional education, especially in the BLS provider, on identifying the major trauma victim may be warranted based on the results of this study. LEVEL OF EVIDENCE: Epidemiological, Level III.


Subject(s)
Advanced Trauma Life Support Care/statistics & numerical data , Health Services Misuse/statistics & numerical data , Transportation of Patients/statistics & numerical data , Triage/statistics & numerical data , Wounds and Injuries/diagnosis , Adult , Aged , Aged, 80 and over , Female , Humans , Injury Severity Score , Male , Middle Aged , Pennsylvania/epidemiology , Registries/statistics & numerical data , Retrospective Studies , Trauma Centers/statistics & numerical data , Wounds and Injuries/mortality
3.
J Trauma Acute Care Surg ; 88(4): 486-490, 2020 04.
Article in English | MEDLINE | ID: mdl-32213787

ABSTRACT

BACKGROUND: With the recent birth of the Pennsylvania TQIP Collaborative, statewide data identified unplanned admissions to the intensive care unit (ICU) as an overarching issue plaguing the state trauma community. To better understand the impact of this unique population, we sought to determine the effect of unplanned ICU admission/readmission on mortality to identify potential predictors of this population. We hypothesized that ICU bounceback (ICUBB) patients would experience increased mortality compared with non-ICUBB controls and would likely be associated with specific patterns of complications. METHODS: The Pennsylvania Trauma Outcome Study database was retrospectively queried from 2012 to 2015 for all ICU admissions. Unadjusted mortality rates were compared between ICUBB and non-ICUBB counterparts. Multilevel mixed-effects logistic regression models assessed the adjusted impact of ICUBB on mortality and the adjusted predictive impact of 8 complications on ICUBB. RESULTS: A total of 58,013 ICU admissions were identified from 2012 to 2015. From these, 53,715 survived their ICU index admission. The ICUBB rate was determined to be 3.82% (2,054/53,715). Compared with the non-ICUBB population, ICUBB patients had a significantly higher mortality rate (12% vs. 8%; p < 0.001). In adjusted analysis, ICUBB was associated with a 70% increased odds ratio for mortality (adjusted odds ratio, 1.70; 95% confidence interval, 1.44-2.00; p < 0.001). Adjusted analysis of predictive variables revealed unplanned intubation, sepsis, and pulmonary embolism as the strongest predictors of ICUBB. CONCLUSION: Intensive care unit bouncebacks are associated with worse outcomes and are disproportionately burdened by respiratory complications. These findings emphasize the importance of the TQIP Collaborative in identifying statewide issues in need of performance improvement within mature trauma systems. LEVEL OF EVIDENCE: Epidemiological study, level III.


Subject(s)
Intensive Care Units/statistics & numerical data , Outcome Assessment, Health Care/statistics & numerical data , Respiratory Tract Diseases/epidemiology , Trauma Centers/statistics & numerical data , Wounds and Injuries/therapy , Adult , Aged , Aged, 80 and over , Female , Hospital Mortality , Humans , Injury Severity Score , Male , Middle Aged , Patient Readmission/statistics & numerical data , Pennsylvania/epidemiology , Respiratory Tract Diseases/etiology , Respiratory Tract Diseases/therapy , Retrospective Studies , Risk Factors , Wounds and Injuries/complications , Wounds and Injuries/diagnosis , Wounds and Injuries/mortality
4.
J Trauma Acute Care Surg ; 88(6): 725-733, 2020 06.
Article in English | MEDLINE | ID: mdl-32102042

ABSTRACT

BACKGROUND: While there is little debate that pediatric trauma centers (PTC) are uniquely equipped to manage pediatric trauma patients, the extent to which adolescents benefit from treatment there remains controversial. We sought to elucidate differences in management approach and outcome between PTC and adult trauma centers (ATC) for the adolescent penetrating trauma population. We hypothesized that improved mortality would be observed at ATC for this subset of patients. METHODS: Adolescent patients (age, 15-18 years), presenting to Pennsylvania-accredited trauma centers between 2003 and 2017 with penetrating injury, were queried from the Pennsylvania Trauma Outcome Study database. Dead on arrival, transfer patients, and those admitted to a Level III or Level IV trauma center were excluded from analysis. Patient length of stay, number of complications, surgical intervention, and mortality were compared between ATC and PTC. Multilevel mixed effects logistic regression models with trauma center as the clustering variable were used to assess the impact of center type (ATC/PTC) on management approach and mortality adjusted for appropriate covariates. RESULTS: A total of 2,630 adolescent patients met inclusion criteria (PTC: n = 428 [16.3%]; ATC: n = 2,202 [83.7%]). Pediatric trauma centers had a lower adjusted odds of mortality (adjusted odds ratio [AOR], 0.35; 95% confidence interval [CI], 0.17-0.74; p = 0.006) and a lower adjusted odds of surgery (AOR, 0.67; 95% CI, 0.0.48-0.93; p = 0.016) than their ATC counterparts. There were no differences in complication rates (AOR, 0.94; 95% CI, 0.57-1.55; p = 0.793) or length of stay longer than 4 days (AOR, 0.95; 95% CI, 0.61-1.48; p = 0.812) between the PTCs and ATCs. There were also differences in penetrating injury type between PTC and ATC. CONCLUSION: The adolescent penetrating trauma patient population treated at PTC had less surgery performed with improved mortality compared with ATC. LEVEL OF EVIDENCE: Therapeutic, Level IV.


Subject(s)
Hospitals, Pediatric/statistics & numerical data , Outcome and Process Assessment, Health Care/statistics & numerical data , Surgical Procedures, Operative/statistics & numerical data , Trauma Centers/statistics & numerical data , Wounds, Penetrating/surgery , Adolescent , Databases, Factual/statistics & numerical data , Female , Humans , Injury Severity Score , Length of Stay , Male , Pennsylvania/epidemiology , Retrospective Studies , Surgical Procedures, Operative/methods , Survival Analysis , Wounds, Penetrating/complications , Wounds, Penetrating/diagnosis , Wounds, Penetrating/mortality
5.
J Trauma Acute Care Surg ; 87(3): 666-671, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31135767

ABSTRACT

BACKGROUND: The effect of Level IV trauma center (TC) accreditation within an existing trauma network remains understudied. This study compared preaccreditation to postaccreditation data from Level IV TCs within a mature trauma system in Pennsylvania to determine whether TC designation affected time to and/or rate of transfer to definitive care. Level IV TCs were hypothesized to have a decreased time to transfer following accreditation and improved mortality. METHODS: The Pennsylvania Trauma Systems Foundation collects predesignation and postdesignation data from hospitals pursuing accreditation. Data from Pennsylvania Trauma Systems Foundation between 2012 and 2017 were analyzed. Variables of interest included patient demographics, injury severity, mortality, and incidence of surgical interventions precredentialingto postcredentialing. A multilevel mixed-effects logistic regression model assessed the adjusted impact of Level IV TC accreditation on transfer rate. ArcGIS Desktop was used for geospatial mapping of lives and geographic area covered by the addition of Level IV TCs in Pennsylvania. RESULTS: Five hospitals underwent Level IV credentialing from 2012 to 2017, providing data on 5,076 cases (pre, 2,395 [47.2%]; post, 2,681 [52.8%]). No significant difference in age, admission Glasgow Coma Scale score, or shock index was observed preaccreditation to postaccreditation. A difference in transfer rate was observed after credentialing in unadjusted (62.7% vs. 63.3%; p < 0.014) and adjusted analyses (adjusted odds ratios, 1.13, p = 0.389). There was a trend toward reduced odds of mortality postcredentialing (adjusted odds ratios, 0.59, p = 0.261). Major surgical intervention decreased (Pre, 0.42%; Post, 0.04%; p = 0.004). CONCLUSION: Level IV TC accreditation has beneficial effects on increased transfer rates and may improve mortality. It is important to continue to observe the impact of Level IV TCs on patient outcomes within a mature trauma system. LEVEL OF EVIDENCE: Prognostic and epidemiological, level III.


Subject(s)
Trauma Centers/organization & administration , Accreditation , Emergency Medical Services/organization & administration , Female , Glasgow Coma Scale , Hospital Mortality , Humans , Injury Severity Score , Length of Stay/statistics & numerical data , Male , Middle Aged , Patient Transfer/statistics & numerical data , Pennsylvania , Registries , Trauma Centers/standards , Trauma Centers/statistics & numerical data , Wounds and Injuries/epidemiology , Wounds and Injuries/mortality , Wounds and Injuries/therapy
6.
J Trauma Acute Care Surg ; 85(4): 752-755, 2018 Oct.
Article in English | MEDLINE | ID: mdl-29901541

ABSTRACT

BACKGROUND: The American College of Surgeons Committee on Trauma (ACSCOT) advises trauma centers maintain <5% undertriage rate (UTR), but provides limited rationale for this figure. We sought to determine whether patients managed at Level I/II trauma centers with a UTR less than 5% had improved outcomes compared with centers with greater than 5% UTR. We hypothesized that similar overall adjusted outcomes would be observed at trauma centers in Pennsylvania regardless of their compliance with ACSCOT undertriage recommendation. METHODS: The Pennsylvania Trauma Outcome Study database was retrospectively queried for all trauma patients managed at accredited adult Level I/II trauma centers (n = 27) from 2003 to 2015. Patients with missing data on Injury Severity Score and/or Trauma Activation Status were excluded from the analysis. Institutional UTR were calculated for all trauma centers based on ACSCOT criteria (Injury Severity Score >15; no trauma activation) and were categorized into less than 5% or greater than 5% subgroups. A multilevel mixed-effects logistic regression model assessed the adjusted impact of management at centers with less than 5% undertriage. Statistical significance was set at p less than 0.05. RESULTS: A total of 404,315 patients from 27 trauma centers met inclusion criteria. Institutional UTRs ranged from 0% to 20.5%, with 15 centers exhibiting UTR less than 5% and 12 centers with UTR greater than 5%. No clinically meaningful difference in unadjusted mortality rate was observed between subgroups (<5% UTR: 5.19%; >5% UTR: 5.20%; p < 0.001). In adjusted analysis, no difference in mortality was found for patients managed at centers with less than 5% UTR compared to those with greater than 5% UTR (adjusted odds ratio, 1.06; 95% confidence interval, 0.85-1.33; p = 0.608). CONCLUSION: Achieving ACSCOT less than 5% undertriage standards appears to have limited impact on institutional mortality. Further research should seek to identify new triage criteria that can be uniformly applied to all trauma centers. LEVEL OF EVIDENCE: Epidemiological study, level III.


Subject(s)
Trauma Centers/statistics & numerical data , Triage/statistics & numerical data , Wounds and Injuries/mortality , Adult , Aged , Databases, Factual , Female , Guideline Adherence/statistics & numerical data , Humans , Injury Severity Score , Male , Middle Aged , Pennsylvania/epidemiology , Practice Guidelines as Topic , Retrospective Studies , Treatment Outcome , Triage/standards , Wounds and Injuries/therapy
7.
J Trauma Acute Care Surg ; 84(3): 497-504, 2018 03.
Article in English | MEDLINE | ID: mdl-29283966

ABSTRACT

BACKGROUND: Proper triage of critically injured trauma patients to accredited trauma centers (TCs) is essential for survival and patient outcomes. We sought to determine the percentage of patients meeting trauma criteria who received care at non-TCs (NTCs) within the statewide trauma system that exists in the state of Pennsylvania. We hypothesized that a substantial proportion of the trauma population would be undertriaged to NTCs with undertriage rates (UTR) decreasing with increasing severity of injury. METHODS: All adult (age ≥15) hospital admissions meeting trauma criteria (ICD-9, 800-959; Injury Severity Score [ISS], > 9 or > 15) from 2003 to 2015 were extracted from the Pennsylvania Health Care Cost Containment Council (PHC4) database, and compared with the corresponding trauma population within the Pennsylvania Trauma Systems Foundation (PTSF) registry. PHC4 contains all hospital admissions within PA while PTSF collects data on all trauma cases managed at designated TCs (Level I-IV). The percentage of patients meeting trauma criteria who are undertriaged to NTCs was determined and Network Analyst Location-Allocation function in ArcGIS Desktop was used to generate geospatial representations of undertriage based on ISSs throughout the state. RESULTS: For ISS > 9, 173,022 cases were identified from 2003 to 2015 in PTSF, while 255,263 cases meeting trauma criteria were found in the PHC4 database over the same timeframe suggesting UTR of 32.2%. For ISS > 15, UTR was determined to be 33.6%. Visual geospatial analysis suggests regions with limited access to TCs comprise the highest proportion of undertriaged trauma patients. CONCLUSION: Despite the existence of a statewide trauma framework for over 30 years, approximately, a third of severely injured trauma patients are managed at hospitals outside of the trauma system in PA. Intelligent trauma system design should include an objective process like geospatial mapping rather than the current system which is driven by competitive models of financial and health care system imperatives. LEVEL OF EVIDENCE: Epidemiological study, level III; Therapeutic, level IV.


Subject(s)
Emergency Service, Hospital/statistics & numerical data , Registries , Trauma Centers/statistics & numerical data , Triage/organization & administration , Wounds and Injuries/diagnosis , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Female , Humans , Incidence , Injury Severity Score , Male , Middle Aged , Retrospective Studies , United States/epidemiology , Wounds and Injuries/epidemiology , Young Adult
8.
J Trauma Acute Care Surg ; 84(3): 441-448, 2018 03.
Article in English | MEDLINE | ID: mdl-29283969

ABSTRACT

BACKGROUND: The care of patients at individual trauma centers (TCs) has been carefully optimized, but not the placement of TCs within the trauma systems. We sought to objectively determine the optimal placement of trauma centers in Pennsylvania using geospatial mapping. METHODS: We used the Pennsylvania Trauma Systems Foundation (PTSF) and Pennsylvania Health Care Cost Containment Council (PHC4) registries for adult (age ≥15) trauma between 2003 and 2015 (n = 377,540 and n = 255,263). TCs and zip codes outside of PA were included to account for edge effects with trauma cases aggregated to the Zip Code Tabulation Area centroid of residence. Model assumptions included no previous TCs (clean slate); travel time intervals of 45, 60, 90, and 120 minutes; TC capacity based on trauma cases per bed size; and candidate hospitals ≥200 beds. We used Network Analyst Location-Allocation function in ArcGIS Desktop to generate models optimally placing 1 to 27 TCs (27 current PA TCs) and assessed model outcomes. RESULTS: At a travel time of 60 minutes and 27 sites, optimally placed models for PTSF and PHC4 covered 95.6% and 96.8% of trauma cases in comparison with the existing network reaching 92.3% or 90.6% of trauma cases based on PTSF or PHC4 inclusion. When controlled for existing coverage, the optimal numbers of TCs for PTSF and PHC4 were determined to be 22 and 16, respectively. CONCLUSIONS: The clean slate model clearly demonstrates that the optimal trauma system for the state of Pennsylvania differs significantly from the existing system. Geospatial mapping should be considered as a tool for informed decision-making when organizing a statewide trauma system. LEVEL OF EVIDENCE: Epidemiological study/Care management, level III.


Subject(s)
Outcome Assessment, Health Care , Registries , Trauma Centers/organization & administration , Wounds and Injuries/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Morbidity/trends , Pennsylvania/epidemiology , Retrospective Studies , Young Adult
9.
J Trauma Acute Care Surg ; 84(2): 295-300, 2018 02.
Article in English | MEDLINE | ID: mdl-29194314

ABSTRACT

BACKGROUND: Hay-hole falls are a prevalent source of trauma among Anabaptists-particularly Anabaptist youth. We sought to decrease hay-hole falls in South Central Pennsylvania through the development and distribution of all-weather hay-hole covers to members of the at-risk Anabaptist community. METHODS: Following the creation of a rural trauma prevention syndicate, hay-hole cover prototypes co-designed and endorsed by the Pennsylvania Amish Safety Committee were developed and distributed throughout South Central Pennsylvania. Preintervention and postintervention surveys were distributed to recipients to gain an understanding of the hay-hole fall problem in this population, to provide insight into the acceptance of the cover within the community, and to determine the efficacy of the cover in preventing falls. RESULTS: A total of 231 hay-hole covers were distributed throughout eight rural trauma-prone counties in Pennsylvania. According to preintervention survey data, 52% of cover recipients reported at least one hay-hole fall on their property, with 46% reporting multiple falls (median fall rate, 1.00 [1.00-2.00] hay-hole falls per respondent). The median self-reported distance from hay-hole to ground floor was 10.0 (8.00-12.0) feet, and the median number of hay-holes present on-property was 3.00 (2.00-4.00) per respondent. Postintervention survey data found 98% compliance with hay-hole cover installation and no subsequent reported hay-hole falls. CONCLUSION: With the support of the Pennsylvania Amish Safety Committee, we developed a well-received hay-hole cover which could effectively reduce fall trauma across other rural communities in the United States. LEVEL OF EVIDENCE: Epidemiological study, Level III.


Subject(s)
Accidental Falls/statistics & numerical data , Wounds and Injuries/prevention & control , Adult , Aged , Aged, 80 and over , Female , Humans , Incidence , Male , Middle Aged , Pennsylvania/epidemiology , Retrospective Studies , Risk Factors , Wounds and Injuries/epidemiology
10.
J Trauma Acute Care Surg ; 84(2): 301-307, 2018 02.
Article in English | MEDLINE | ID: mdl-29251704

ABSTRACT

BACKGROUND: Elderly trauma care is challenging owing to the unique physiology and comorbidities prevalent in this population. To improve the care of these patients, two practice management guidelines (PMGs) were implemented: high-risk geriatric protocol (HRGP), which triages patients based on injury patterns and comorbid conditions for occult hypotension, and the anticoagulation and trauma (ACT) alert, which is designed to streamline the care of geriatric trauma patients on anticoagulants. We hypothesized that both HRGP and ACT would decrease mortality and complications in geriatric trauma patients. METHODS: Geriatric blunt trauma patients (aged ≥65) presenting to our Level II center from January 2000 to July 2016 were extracted from the trauma registry. Do-not-resuscitate patients were excluded. The study period was divided into three phases: Phase 1, no PMGs in place (2000 to January 2006); Phase 2, HRGP only (February 2006 to February 2012); and Phase 3, HRGP + ACT (March 2012 to July 2016). Multivariate logistic regression models assessed adjusted mortality and complications during these phases to quantify the impact of these protocols. Statistical significance was set at p < 0.05. RESULTS: A total of 8,471 geriatric trauma patients met inclusion criteria. Overall mortality rate was 5.6% (Phase 1, 7.2%; Phase 2, 6.1%; Phase 3, 4.0%). No significant change in mortality was observed during Phase 2 with the HRGP only (adjusted odds ratio (OR), 0.98; 95% confidence interval, 0.73-1.34; p = 0.957); however, a significantly reduced OR of mortality was found during Phase 3 with the combination of both the HRGP and ACT (adjusted OR, 0.67; 95% confidence interval, 0.47-0.94; p = 0.021). No significant changes in incidence of complications was observed over the study duration. CONCLUSIONS: Geriatric trauma patients are not simply older adults. Improved outcomes can be realized with specific PMGs tailored to the geriatric trauma patients' needs. LEVEL OF EVIDENCE: Epidemiologic study, level III.


Subject(s)
Geriatric Assessment/methods , Registries , Trauma Centers/statistics & numerical data , Triage/standards , Wounds, Nonpenetrating/epidemiology , Age Factors , Aged , Female , Follow-Up Studies , Hospital Mortality/trends , Humans , Injury Severity Score , Male , Odds Ratio , Pennsylvania/epidemiology , Retrospective Studies , Wounds, Nonpenetrating/diagnosis
11.
J Trauma Acute Care Surg ; 83(6): 1082-1087, 2017 12.
Article in English | MEDLINE | ID: mdl-28697019

ABSTRACT

BACKGROUND: Previous research suggests adolescent trauma patients can be managed equally effectively at pediatric and adult trauma centers. We sought to determine whether this association would be upheld for adolescent severe polytrauma patients. We hypothesized that no difference in adjusted outcomes would be observed between pediatric trauma centers (PTCs) and adult trauma centers (ATCs) for this population. METHODS: All severely injured adolescent (aged 12-17 years) polytrauma patients were extracted from the Pennsylvania Trauma Outcomes Study database from 2003 to 2015. Polytrauma was defined as an Abbreviated Injury Scale (AIS) score ≥3 for two or more AIS-defined body regions. Dead on arrival, transfer, and penetrating trauma patients were excluded from analysis. ATC were defined as adult-only centers, whereas standalone pediatric hospitals and adult centers with pediatric affiliation were considered PTC. Multilevel mixed-effects logistic regression models assessed the adjusted impact of center type on mortality and total complications while controlling for age, shock index, Injury Severity Score, Glasgow Coma Scale motor score, trauma center level, case volume, and injury year. A generalized linear mixed model characterized functional status at discharge (FSD) while controlling for the same variables. RESULTS: A total of 1,606 patients met inclusion criteria (PTC: 868 [54.1%]; ATC: 738 [45.9%]), 139 (8.66%) of which died in-hospital. No significant difference in mortality (adjusted odds ratio [AOR]: 1.10, 95% CI 0.54-2.24; p = 0.794; area under the receiver operating characteristic: 0.89) was observed between designations in adjusted analysis; however, FSD (AOR: 0.38, 95% CI 0.15-0.97; p = 0.043) was found to be lower and total complication trends higher (AOR: 1.78, 95% CI 0.98-3.32; p = 0.058) at PTC for adolescent polytrauma patients. CONCLUSION: Contrary to existing literature on adolescent trauma patients, our results suggest patients aged 12-17 presenting with polytrauma may experience improved overall outcomes when managed at adult compared to pediatric trauma centers. LEVEL OF EVIDENCE: Epidemiologic study, level III.


Subject(s)
Disease Management , Multiple Trauma/therapy , Trauma Centers , Wounds, Nonpenetrating/therapy , Adolescent , Adult , Age Factors , Child , Female , Hospital Mortality/trends , Humans , Injury Severity Score , Male , Multiple Trauma/diagnosis , Multiple Trauma/mortality , Odds Ratio , Pennsylvania/epidemiology , Retrospective Studies , Survival Rate/trends , Wounds, Nonpenetrating/diagnosis , Wounds, Nonpenetrating/mortality
12.
J Trauma Acute Care Surg ; 83(4): 705-710, 2017 10.
Article in English | MEDLINE | ID: mdl-28590351

ABSTRACT

BACKGROUND: Trauma system expansion is a complex process often governed by financial and health care system imperatives. We sought to propose a new, informed approach to trauma system expansion through the use of geospatial mapping. We hypothesized that geospatial mapping set to specific parameters could effectively identify optimal placement of new trauma centers (TC) within an existing trauma system. METHODS: We used Pennsylvania Trauma Systems Foundation registry data of adult (age, ≥ 15 years) trauma for calendar years 2003 to 2015 (n = 408,432), hospital demographics, road networks, and US Census data files. We included TCs and zip codes outside of Pennsylvania to account for edge effects with trauma cases aggregated to the zip code centroid of residence. Our model assumptions included existing Pennsylvania Trauma Systems Foundation Level I and II TCs, a maximum travel time of 60 minutes to the TC, capacity based on mean statewide ratios of trauma cases per hospital bed size, Injury Severity Score, candidate hospitals with 200 or more licensed beds and 30 minutes or longer or 15 minutes or longer from an existing TC in nonurban/urban areas, respectively. We used the Network Analyst Location-Allocation function in ArcGIS Desktop to generate spatial models. RESULTS: Of the 130 candidate sites, only 14 met the bed size and travel time criteria from an existing TC. Approximately 70% of zip codes and 91% of cases were within 60 minutes of an existing TC. Adding one to six new optimally paced TCs increased to a maximum of 82% of zip codes and 96% of cases within 60 minutes of an existing TC. Changes to model assumptions had an impact on which candidate sites were selected. CONCLUSION: Intelligent trauma system design should include an objective process like geospatial to determine the optimum locations for new TCs within existing trauma networks. LEVEL OF EVIDENCE: Epidemiological study, level III.


Subject(s)
Geographic Mapping , Hospital Design and Construction , Trauma Centers/organization & administration , Censuses , Health Services Accessibility , Hospital Bed Capacity , Humans , Pennsylvania , Registries , Travel
13.
Am Surg ; 83(6): 554-558, 2017 Jun 01.
Article in English | MEDLINE | ID: mdl-28637555

ABSTRACT

The delayed development of splenic artery pseudoaneurysm (SAP) can complicate the nonoperative management of splenic injuries. We sought to determine the utility of repeat imaging in diagnosing SAP in patients managed nonoperatively without angioembolization. We hypothesized that a significant rate of SAPs would be found in this population on repeat imaging. Patients undergoing nonoperative splenic injury management from January 2011 to June 2015 were queried from the trauma registry. Rates of repeat imaging, angioembolization, readmission, and SAP development were analyzed. Further, subanalyses investigating the incidence of SAP in patients managed nonoperatively without angioembolization were conducted. A total of 133 patients met inclusion criteria. Repeat imaging rate was 40 per cent, angioembolization rate was 26 per cent, and readmission rate was 6 per cent. Within the study population, nine SAPs were found (8/9 in patients with splenic injury grade ≥III). Of these nine SAPs, three (33%) were identified on initial scans and embolized, whereas six (67%) were found on repeat imaging in patients not initially receiving angioembolization. Splenic injuries are typically managed nonoperatively without serious complications. Our results suggest patients with splenic injuries grade ≥III managed nonoperatively without angioembolization should have repeat imaging within 48 hours to rule out the possibility of SAP.


Subject(s)
Aneurysm, False/etiology , Aneurysm, False/therapy , Embolization, Therapeutic , Spleen/injuries , Splenic Artery/injuries , Wounds, Nonpenetrating/complications , Wounds, Nonpenetrating/therapy , Adult , Aneurysm, False/diagnostic imaging , Angiography/methods , Embolization, Therapeutic/methods , Female , Humans , Injury Severity Score , Male , Middle Aged , Retrospective Studies , Spleen/diagnostic imaging , Treatment Outcome , Wounds, Nonpenetrating/diagnostic imaging
14.
JAMA Surg ; 152(8): 724-732, 2017 Aug 01.
Article in English | MEDLINE | ID: mdl-28492861

ABSTRACT

IMPORTANCE: Vena cava filter (VCF) placement for pulmonary embolism (PE) prophylaxis in trauma is controversial. Limited research exists detailing trends in VCF use and occurrence of PE over time. OBJECTIVE: To analyze state and nationwide temporal trends in VCF placement and PE occurrence from 2003 to 2015 using available data sets. DESIGN, SETTING, AND PARTICIPANTS: A retrospective trauma cohort study was conducted using data from the Pennsylvania Trauma Outcome Study (PTOS) (461 974 patients from 2003 to 2015), the National Trauma Data Bank (NTDB) (5 755 095 patients from 2003 to 2014), and the National (Nationwide) Inpatient Sample (NIS) (24 449 476 patients from 2003 to 2013) databases. MAIN OUTCOMES AND MEASURES: Temporal trends in VCF placement and PE rates, filter type (prophylactic or therapeutic), and established predictors of PE (obesity, pregnancy, cancer, deep vein thrombosis, major procedure, spinal cord paralysis, venous injury, lower extremity fracture, pelvic fracture, central line, intracranial hemorrhage, and blood transfusion). Prophylactic filters were defined as VCFs placed before or without an existing PE, while therapeutic filters were defined as VCFs placed after a PE. RESULTS: Of the 461 974 patients in PTOS, the mean (SD) age was 47.2 (26.4) and 61.6% (284 621) were men; of the 5 755 095 patients in NTDB, the mean age (SD) was 42.0 (24.3) and 63.7% (3 666 504) were men; and of the 24 449 476 patients in NIS, the mean (SD) age was 58.0 (25.2) and 49.7% (12 160 231) were men. Of patients receiving a filter (11 405 in the PTOS, 71 029 in the NTDB, and 189 957 in the NIS), most were prophylactic VCFs (93.6% in the PTOS, 93.5% in the NTDB, and 93.3% in the NIS). Unadjusted and adjusted temporal trends for the PTOS and NTDB showed initial increases in filter placement followed by significant declines (unadjusted reductions in VCF placement rates, 76.8% in the PTOS and 53.3% in the NTDB). The NIS demonstrated a similar unadjusted trend, with a slight increase and modest decline (22.2%) in VCF placement rates over time; however, adjusted trends showed a slight but significant increase in filter rates. Adjusted PE rates for the PTOS and NTDB showed significant initial increases followed by slight decreases, with limited variation during the declining filter use periods. The NIS showed an initial increase in PE rates followed by a period of stagnation. CONCLUSIONS AND RELEVANCE: Despite a precipitous decline of VCF use in trauma, PE rates remained unchanged during this period. Taking this association into consideration, VCFs may have limited utility in influencing rates of PE. More judicious identification of at-risk patients is warranted to determine individuals who would most benefit from a VCF.


Subject(s)
Pulmonary Embolism/prevention & control , Vena Cava Filters/statistics & numerical data , Venous Thrombosis/prevention & control , Female , Hospitalization/statistics & numerical data , Humans , Male , Middle Aged , Retrospective Studies , Risk Factors , Wounds and Injuries/surgery
15.
J Trauma Nurs ; 24(3): 158-163, 2017.
Article in English | MEDLINE | ID: mdl-28486320

ABSTRACT

Compassion fatigue (CF), or vicarious traumatization, is a state of physical/emotional distress that results from caring for those experiencing pain. We sought to characterize levels of CF in intensive care unit (ICU) and oncology nursing populations with subanalyses comparing specific personal/professional demographic factors. The Professional Quality of Life (ProQOL) scale, a validated tool for assessing CF, burnout (BO), and compassion satisfaction (CS), was distributed to the ICU and oncology divisions of a community hospital. Demographic data and ProQOL scale scores were collected and compared within specialty and gender subgroups. Two-sample t tests and regression analyses were used to compare groups. Statistical significance was defined as p < .05. A total of 86 nurses submitted completed surveys able to be analyzed. Levels of CS were significantly lower (p = .023) and levels of BO were significantly higher (p = .029) in ICU nurses than in oncology nurses. Male nurses exhibited significantly higher CS (p = .001) and significantly lower BO (p = .021) and CF (p = .014) than female nurses. Intensive care unit nurses and female nurses from both ICU and oncology specialties may be at increased risk for developing a poorer overall ProQOL and CF.


Subject(s)
Burnout, Professional/epidemiology , Compassion Fatigue/epidemiology , Job Satisfaction , Nursing Staff, Hospital/psychology , Quality of Life , Adult , Burnout, Professional/psychology , Compassion Fatigue/psychology , Critical Care Nursing/methods , Cross-Sectional Studies , Demography , Female , Humans , Male , Middle Aged , Nursing Staff, Hospital/classification , Oncology Nursing/methods , Personal Satisfaction , Risk Assessment , Surveys and Questionnaires
16.
J Surg Res ; 210: 188-195, 2017 04.
Article in English | MEDLINE | ID: mdl-28457327

ABSTRACT

BACKGROUND: Gun violence is a controversial public health issue plagued by a lack of recent research. We sought to provide a 13-y overview of firearm hospitalizations in Pennsylvania, analyzing trends in mode, intent, and outcome. We hypothesized that no adjusted change in mortality or functional status at discharge (FSD) would be observed for gunshot wound (GSW) victims over the study period. METHODS: All admissions to the Pennsylvania Trauma Outcome Study database from 2003 to 2015 were queried. GSWs were identified by external cause-of-injury codes. Collected variables included patient demographics, firearm type, intent (assault and attempted suicide), FSD, and mortality. Multilevel mixed-effects logistic regression models and ordinal regression analyses using generalized linear mixed models assessed the impact of admission year (continuous) on adjusted mortality and FSD score, respectively. Significance was set at P < 0.05. RESULTS: Of the 462,081 patients presenting to Pennsylvania trauma centers from 2003 to 2015, 19,342 were GSWs (4.2%). Handguns were the most common weapon of injury (n = 7007; 86.7%) among cases with specified firearm type. Most GSWs were coded as assaults (n = 15,415; 79.7%), with suicide attempts accounting 1866 hospitalizations (9.2%). Suicide attempts were most prevalent among young and middle-aged white males, whereas assaults were more common in young black males. Rates of firearm hospitalizations decreased over time (test of trend P = 0.001); however, admission year was not associated with improved adjusted survival (adjusted odds ratio: 0.99, 95% confidence interval: 0.97-1.01; P = 0.353) or FSD (adjusted odds ratio: 0.99, 95% confidence interval: 0.98-1.00; P = 0.089) while controlling for demographic and injury severity covariates. CONCLUSIONS: Temporal trends in outcomes suggest rates of firearm hospitalizations are declining in Pennsylvania; however, outcomes remain unchanged. To combat this epidemic, a multidisciplinary, demographic-specific approach to prevention should be the focus of future scientific pursuits.


Subject(s)
Hospitalization/statistics & numerical data , Wounds, Gunshot/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Databases, Factual , Female , Humans , Infant , Infant, Newborn , Linear Models , Logistic Models , Male , Middle Aged , Outcome Assessment, Health Care , Pennsylvania/epidemiology , Retrospective Studies , Wounds, Gunshot/therapy , Young Adult
17.
Am J Disaster Med ; 12(4): 267-273, 2017.
Article in English | MEDLINE | ID: mdl-29468629

ABSTRACT

Described herein is the utilization of the hospital's Emergency Operations Plan and incident command structure to mitigate damage caused by the sudden loss of the heating, ventilation, and air conditioning system within the entire operating room suite. The ability to ameliorate a devastating situation that occurred during working hours at a busy Level II trauma center can be ascribed to the dedication of the leadership and clinical teams working seamlessly together. Their concerted efforts were augmented by adherence to an established protocol that had been thoroughly substantiated and practiced during numerous training simulations. This resulted in successful and timely resolution of an internal crisis that crippled the surgical capabilities of the sole trauma center in the county. After thorough investigation and identification of the issues that contributed to the malfunction, redundancies were built into the system to ensure that a similar incident did not occur again.


Subject(s)
Disaster Planning/organization & administration , Emergency Service, Hospital/organization & administration , Surgery Department, Hospital/organization & administration , Triage/organization & administration , Emergency Medical Services/organization & administration , Humans , Simulation Training/organization & administration
18.
J Trauma Nurs ; 24(1): 15-18, 2017.
Article in English | MEDLINE | ID: mdl-28033135

ABSTRACT

Polyunsaturated fatty acids such as omega-3 eicosapentaenoic acid and omega-6 docosahexaenoic acid, found in over-the-counter fish oil supplements, are often consumed for their beneficial, prophylactic, anti-inflammatory effects. Although the mechanisms of action are not fully known, a diet rich in polyunsaturated fats may reduce the risk of hyperlipidemia, atherosclerosis, high low-density lipoprotein cholesterol levels, hypertension, and inflammatory diseases. Masked by its many benefits, the risks of omega-3 fatty acid supplementation are often underappreciated, particularly its ability to inhibit platelet aggregation and promote bleeding in patients taking anticoagulant medications. The following details the clinical case of an elderly patient taking warfarin and fish oil supplementation whose warfarin-induced coagulopathy could not be reversed after suffering blunt head trauma.


Subject(s)
Brain Injuries, Traumatic/drug therapy , Dietary Supplements/adverse effects , Fatty Acids, Omega-3/adverse effects , Hematoma, Subdural/diagnostic imaging , Warfarin/adverse effects , Accidents, Traffic , Aged, 80 and over , Brain Injuries, Traumatic/diagnostic imaging , Disease Progression , Drug Interactions , Fatal Outcome , Fatty Acids, Omega-3/administration & dosage , Glasgow Coma Scale , Hematoma, Subdural/surgery , Humans , Male , Risk Assessment , Tomography, X-Ray Computed/methods , Warfarin/therapeutic use
19.
J Trauma Acute Care Surg ; 82(2): 368-373, 2017 02.
Article in English | MEDLINE | ID: mdl-27805998

ABSTRACT

BACKGROUND: The appropriate managing center for adolescent trauma patients is debated. We sought to determine whether outcome differences existed for adolescent severe traumatic brain injury (sTBI) patients treated at pediatric versus adult trauma centers. We hypothesized that no difference in mortality, functional status at discharge (FSD), or overall complication rate would be observed between center types. METHODS: All adolescent trauma patients (aged 15-17 years) presenting with isolated sTBI (head Abbreviated Injury Scale [AIS] score ≥3; all other AIS body region scores ≤2) to accredited Levels I to II trauma centers in Pennsylvania from 2003 to 2015 were extracted from the Pennsylvania Trauma Outcome Study database. Dead on arrival, transfer, and penetrating trauma patients were excluded from analysis. Adult trauma centers were defined as non-pediatirc (PED) (n = 24), whereas standalone pediatric hospitals and adult centers with pediatric affiliation were considered Pediatric (n = 9). Multilevel mixed effects logistic regression models and a generalized linear mixed models assessed the adjusted impact of center type on mortality, overall complications, and FSD. Significance was defined as a p value less than 0.05. RESULTS: A total of 1,109 isolated sTBI patients aged 15 to 17 years presented over the 13-year study period (non-PED, 685; PED, 424). In adjusted analysis controlling for age, shock index, head AIS, Glasgow Coma Scale motor, trauma center level of managing facility, case volume of managing facility, and injury year, no significant difference in mortality (adjusted odds ratio, 0.82; 95% confidence interval [CI], 0.23-2.86; p = 0.754), FSD (coefficient, -0.85; 95% CI, -2.03 to 0.28; p = 0.136), or total complication rate (adjusted odds ratio, 1.21; 95% CI, 0.43-3.39; p = 0.714) was observed between center types. CONCLUSION: Although the optimal treatment facility for adolescent patients is frequently debated, patients aged 15 to 17 years presenting with isolated sTBI may experience similar outcomes when managed at pediatric and adult trauma centers. LEVEL OF EVIDENCE: Epidemiologic study, level III; therapeutic study, level IV.


Subject(s)
Brain Injuries, Traumatic/therapy , Hospitals, Pediatric , Trauma Centers , Abbreviated Injury Scale , Adolescent , Age Factors , Female , Humans , Male , Pennsylvania , Registries , Treatment Outcome
20.
J Surg Res ; 201(2): 388-93, 2016 Apr.
Article in English | MEDLINE | ID: mdl-27020823

ABSTRACT

BACKGROUND: Dysphagia is a common complication after cervical spine trauma with spinal cord injury. We sought to characterize the prevalence of dysphagia within a total cervical spinal injury (CSI) population, considering the implications of spinal cord injury status and age on dysphagia development. We hypothesized that while greater rates of dysphagia would be found in geriatric and spinal cord-injured subgroups, all patients presenting with CSI would be at heightened risk for swallowing dysfunction. METHODS: All trauma admissions to a level II trauma center from January 2010 to April 2014 with CSI were retrospectively reviewed. CSI was classified as any ligamentous or cervical spinous fracture with or without cord injury. Patients failing a formal swallow evaluation were considered dysphagic. The implications of dysphagia development on age and spinal cord injury status were assessed in univariate and multivariate analyses. RESULTS: A total of 481 patients met study inclusion criteria, of which 123 (26%) developed dysphagia. Within the dysphagic subpopulation, 90 patients (73%) were geriatric, and 23 (19%) sustained spinal cord injury. The dysphagic subpopulation was predominantly free from spinal cord injury (81%). Multivariate analyses found age (adjusted odds ratio: 1.06; 95% confidence interval 1.04-1.07; P < 0.001) and spinal cord injury (adjusted odds ratio: 2.69; 95% confidence interval 1.30-5.56; P = 0.008) to be significant predictors of dysphagia development. CONCLUSIONS: Despite spinal cord-injured patients being at increased risk for dysphagia, most of the dysphagic subpopulation was free from spinal cord injury. Geriatric and CSI patients with or without cord injury should be at heightened suspicion for dysphagia development.


Subject(s)
Deglutition Disorders/etiology , Spinal Cord Injuries/complications , Spinal Injuries/complications , Adult , Aged , Aged, 80 and over , Cervical Vertebrae/injuries , Deglutition Disorders/epidemiology , Female , Humans , Male , Middle Aged , Pennsylvania/epidemiology , Prevalence , Retrospective Studies , Spinal Cord Injuries/epidemiology , Spinal Injuries/epidemiology
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