Older age is associated with high rates of morbidity and mortality after injury. Statewide studie... more Older age is associated with high rates of morbidity and mortality after injury. Statewide studies suggest significantly injured patients aged ≥55 y are commonly undertriaged to lower level trauma centers (TCs) or nontrauma centers (NTCs). This study determines whether undertriage is a national phenomenon. Using the 2011 Nationwide Emergency Department Sample, significantly injured patients aged ≥55 y were identified by diagnosis and new injury severity score (NISS) ≥9. Undertriage was defined as definitive care anywhere other than level I or II TCs. Weighted descriptive analysis compared characteristics of patients by triage status. Multivariable logistic regression determined predictors of undertriage, controlling for hospital characteristics, injury severity, and comorbidities. Of 4,152,541 emergency department (ED) visits meeting inclusion criteria, 74.0% were treated at lower level TCs or NTCs. Patients at level I and II TCs more commonly had NISS ≥9 (22.2% versus 12.3%, P < 0.001), but among all patients with NISS ≥9, 61.3% were undertriaged to a lower level TC or a NTC. On multivariable logistic regression, factors independently associated with higher odds of being undertriaged were increasing age, female gender, and fall-related injuries. A subgroup analysis examined urban and suburban areas only where access to a TC is more likely and found that 55.8% of patients' age were undertriaged. There is substantial undertriage of patients aged ≥55 y nationwide. Over half of significantly injured older patients are not treated at level I or II TCs. The impact of undertriage should be determined to ensure older patients receive trauma care at the optimal site.
BACKGROUND: Implicit bias is an unconscious preference for a specific social group that can have ... more BACKGROUND: Implicit bias is an unconscious preference for a specific social group that can have adverse consequences for patient care. Acute care clinical vignettes were used to examine whether implicit race or class biases among registered nurses (RNs) impacted patient-management decisions. STUDY DESIGN: In a prospective study conducted among surgical RNs at the Johns Hopkins Hospital, participants were presented 8 multi-stage clinical vignettes in which patients' race or social class were randomly altered. Registered nurses were administered implicit association tests (IATs) for social class and race. Ordered logistic regression was then used to examine associations among treatment differences, race, or social class, and RN's IAT scores. Spearman's rank coefficients comparing RN's implicit (IAT) and explicit (stated) preferences were also investigated. RESULTS: Two hundred and forty-five RNs participated. The majority were female (n ¼ 217 [88.5%]) and white (n ¼ 203 [82.9%]). Most reported that they had no explicit race or class preferences (n ¼ 174 [71.0%] and n ¼ 108 [44.1%], respectively). However, only 36 nurses (14.7%) demonstrated no implicit race preference as measured by race IAT, and only 16 nurses (6.53%) displayed no implicit class preference on the class IAT. Implicit association tests scores did not statistically correlate with vignette-based clinical decision making. Spearman's rank coefficients comparing implicit (IAT) and explicit preferences also demonstrated no statistically significant correlation (r ¼ À0.06; p ¼ 0.340 and r ¼ À0.06; p ¼ 0.342, respectively). CONCLUSIONS: The majority of RNs displayed implicit preferences toward white race and upper social class patients on IAT assessment. However, unlike published data on physicians, implicit biases among RNs did not correlate with clinical decision making.
Introduction: The increase in TBI-related morbidity and mortality have led the CDC to call it “th... more Introduction: The increase in TBI-related morbidity and mortality have led the CDC to call it “the silent epidemic.” Adults age 65+ are more prone to falls and other mechanisms of injury, and may thus be at a higher risk of TBI-related morbidity and mortality. This study seeks to identify factors contributing to TBI and related mortality among the elderly. Methods: We analyzed data from the Nationwide Inpatient Sample, and included records that described hospitalizations occurring among individuals age 65 and older from 2000-2010 and contained data on patient age, sex, mechanism of injury, payer status, as well as descriptive data relating to the hospital involved. A subset of patients was compiled whose records also contained race information. Logistic regression analyses were conducted to produce both crude and adjusted odds ratios (OR) of death. Population-based TBI incidence and mortality rates were calculated. Results: A total of 950,132 hospitalizations were identified that me...
The Eastern Association for the Surgery of Trauma (EAST) is a leader in evidence-based medicine a... more The Eastern Association for the Surgery of Trauma (EAST) is a leader in evidence-based medicine and the development of practice management guidelines (PMGs) in trauma and acute care surgery. The previous primer describing EAST's approach for assessing the quality of available evidence and making recommendations for developing PMGs was published in 2000. Since that time, many new systems have been developed in an attempt to overcome previous shortcomings and to devise a methodologically rigorous and transparent approach to the assessment of quality of evidence and development of guidelines. One of these is the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) system. The membership of EAST has determined that the GRADE methodology will be the system used in all future EAST PMGs. The purpose of this article was thus to describe the GRADE methodology.
Introduction: Pre-hospital triage is an intricate part of any mass casualty response system. Howe... more Introduction: Pre-hospital triage is an intricate part of any mass casualty response system. However, in settings where no such system exists, it is not known if hospital-based disaster response efforts are beneficial. This study describes in-hospital disaster response management and patient outcomes following a mass casualty event (MCE) involving 200 victims in a lower-middle income country in South Asia. Methods: We performed a single-center, retrospective review of bombing victims presenting to a trauma center in the spring of 2013, after a high energy car bomb leveled a residential building. Descriptive analysis was utilized to present demographic variables and physical injuries. Results: A disaster plan was devised based on the canons of North-American trauma care; some adaptations to the local environment were incorporated. Relevant medical and surgical specialties were mobilized to the ED awaiting a massive influx of patients. ED waiting room served as the triage area. Operating rooms, ICU and blood bank were alerted. Seventy patients presented to the ED. Most victims (88%) were brought directly without prehospital triage or resuscitation. Four were pronounced dead on arrival. The mean age of victims was 27 (AE14) years with a male preponderance (78%). Penetrating shrapnel injury was the most common mechanism of injury (71%). Most had a systolic blood pressure (SBP) >90 with a mean of 120.3 (AE14.8). Mean pulse was 90.2 (AE21.6) and most patients had full GCS. Extremities were the most common body region involved (64%) with orthopedics service being consulted most frequently. Surgery was performed on 36 patients, including 4 damage control surgeries. All patients survived. Conclusion: This overwhelming single mass-casualty incident was met with a swift multidisciplinary response. In countries with no prehospital triage system, implementing a pre-existing disaster plan with pre-defined interdisciplinary responsibilities can streamline in-hospital management of casualties.
National trauma registries have helped improve patient outcomes across the world. Recently, the i... more National trauma registries have helped improve patient outcomes across the world. Recently, the idea of an International Trauma Data Bank (ITDB) has been suggested to establish global comparative assessments of trauma outcomes. The objective of this study was to determine whether global trauma data could be combined to perform international outcomes benchmarking. We used observed/expected (O/E) mortality ratios to compare two trauma centers [European high-income country (HIC) and Asian lower-middle income country (LMIC)] with centers in the North American National Trauma Data Bank (NTDB). Patients (≥16 years) with blunt/penetrating injuries were included. Multivariable logistic regression, adjusting for known predictors of trauma mortality, was performed. Estimates were used to predict the expected deaths at each center and to calculate O/E mortality ratios for benchmarking. A total of 375,433 patients from 301 centers were included from the NTDB (2002-2010). The LMIC trauma center had 806 patients (2002-2010), whereas the HIC reported 1,003 patients (2002-2004). The most important known predictors of trauma mortality were adequately recorded in all datasets. Mortality benchmarking revealed that the HIC center performed similarly to the NTDB centers [O/E = 1.11 (95% confidence interval (CI) 0.92-1.35)], whereas the LMIC center showed significantly worse survival [O/E = 1.52 (1.23-1.88)]. Subset analyses of patients with blunt or penetrating injury showed similar results. Using only a few key covariates, aggregated global trauma data can be used to adequately perform international trauma center benchmarking. The creation of the ITDB is feasible and recommended as it may be a pivotal step towards improving global trauma outcomes.
BACKGROUND: Accidental traumatic injury is the leading cause of morbidity and mortality in childr... more BACKGROUND: Accidental traumatic injury is the leading cause of morbidity and mortality in children. The authors hypothesized that no mortality difference should exist between children seen at ATC (adult trauma centers) versus ATC with added qualifications in pediatrics (ATC-AQ). METHODS: The National Trauma Data Bank, version 7.1, was analyzed for patients aged Ͻ18 years seen at level 1 trauma centers. Bivariate analysis compared patients by ATC versus ATC-AQ using demographic and injury characteristics. Multivariate analysis adjusting for injury and demographic factors was then performed. RESULTS: A total sample of 53,702 children was analyzed, with an overall mortality of 3.9%. The adjusted odds of mortality was 20% lower for children seen at ATC-AQ (odds ratio, .80; 95% confidence interval, .68-.94). Children aged 3 to 12 years, those with injury severity scores Ͼ 25, and those with Glasgow Coma Scale scores Ͻ 8 all had significant reductions in the odds of death at ATC-AQ. CONCLUSIONS: Improved overall survival is associated with pediatric trauma patients treated at ATC-AQ.
Background. Studies reporting perioperative outcomes after pancreaticoduodenectomy (PD) have focu... more Background. Studies reporting perioperative outcomes after pancreaticoduodenectomy (PD) have focused on morbidity and mortality. Understanding factors that impact hospital duration of stay may have costsaving implications. We sought to examine variation in duration of stay after PD occurring at the patient, surgeon, and hospital levels. Methods. Year-specific PD volumes for both surgeons and hospitals were determined from the 2003-2009 Nationwide Inpatient Sample and grouped into terciles. Patient age, gender, and comorbidities were examined. Median duration of stay was calculated and modified Poisson regression examined factors associated with duration of stay. Results. Among 5,190 individuals undergoing PD, median age was 65 years and 49.3% were female. Median duration of stay was 13 days (range, 0-234). Older patients and those with comorbid illness were more likely to have duration of stay of $14 days (P < .001). Median annual surgeon volume was 8 (interquartile range [IQR], 2-19; range, 1-54). Annual hospital volume ranged from 1 to 129 (median, 18; IQR, 6-52). Both low surgeon and hospital PD volume were associated with longer durations of stay (P < .001). In multivariable modeling, age remained associated with duration of stay (relative risk [RR], 1.007 per year; P < .001); however, comorbidity did not. Patients operated on by high-volume surgeons (RR, 0.67) or at high-volume hospitals (RR, 0.75) had a reduced risk of a prolonged duration of stay of $14 days (both P < .001). Conclusion. PD patients treated by higher volume surgeons and at higher volume hospitals had a shorter duration of stay. Although some patient-level factors impact duration of stay after PD, nonclinical factors such as surgeon and hospital volume were also important contributors to duration of stay.
The Journal of Trauma: Injury, Infection, and Critical Care, 2011
Background: Emergency surgery patients risk greater mortality and morbidity than elective patient... more Background: Emergency surgery patients risk greater mortality and morbidity than elective patients undergoing the same procedure. However, the differential effort required for the care of emergency surgical patients is poorly defined. This study sought to characterize costs and outcomes of elective versus emergent right hemicolectomy. Methods: 2006 Nationwide Inpatient Sample data were used to compare mortality, total charges, and length of stay (LOS) in patients undergoing emergency versus elective right hemicolectomy (International Classification of Diseases-9th procedure code 45.73). Mann-Whitney tests examined total costs and LOS; multivariable regression modeled inhospital mortality controlling for age, gender, insurance status, and comorbidities. Results: Among 8,074,825 inpatient admissions, 7,767 emergent and 10,399 elective right hemicolectomies were identified. Emergent patients were similar in age (66.9 years vs. 67.6 years; p ϭ 0.129), more likely women (43.7% vs. 42.3%; p ϭ 0.048) and had greater comorbidity (Charlson score 3.37 vs. 3.01; p Ͻ 0.001) compared with elective patients. Emergent patient LOS was approximately double that of elective patients (13 days vs. 7 days; p Ͻ 0.001). Mean total charges were $78,118 for emergent versus $39,265 elective patients (p Ͻ 0.001). Emergent patients had greater odds of inhospital mortality (odds ratio, 5.86; 95% confidence intervals, 4.80-7.14). Conclusions: Emergent right hemicolectomy patients have greater comorbidity, experience longer stays, accrue twice the charges, and have higher mortality risk. This reflects a heightened effort required to care for emergent patients unrecognized by Global Surgical Package reimbursement. The concentration of emergency surgical patients in acute care surgery services necessitates accounting for the additional effort associated with these predictable risks to ensure optimal care.
Journal of Trauma: Injury, Infection & Critical Care, 2007
Background: Deep vein thrombosis (DVT) is a significant cause of morbidity and mortality in traum... more Background: Deep vein thrombosis (DVT) is a significant cause of morbidity and mortality in trauma patients, even with appropriate prophylaxis. Many national agencies (Agency for Healthcare Research and Quality, Joint Commission, National Quality Forum) have suggested DVT incidence as a measurement of health care quality, but none has recommended a standardized screening approach. Duplex ultrasound serves an important role as a noninvasive diagnostic tool for detection of DVT. However, screening of asymptomatic patients for DVT is somewhat controversial and these practices vary widely among trauma centers. We hypothesized that as the number of screening duplex examinations in trauma patients increases , the rate of DVT identification will also increase. Methods: Retrospective cohort study of 21,961 patients from an urban, university-based Level I trauma center for more than 11 years (1995-2005). We grouped patients according to admission at the trauma service either before or after implementation of a written practice management guideline for DVT prophylaxis and duplex ultrasound surveillance in 1998. We compared duplex, DVT, and pulmonary embolism rates per 1,000 trauma admissions using Fisher's exact test. Results: The proportion of trauma patients having a duplex ultrasound increased significantly (20.9-81.5 per 1,000 trauma admissions, p < 0.0001). The rate of DVT reported increased 10-fold (0.7-7.0 per 1,000 admissions, p ؍ 0.0024), significantly, between the two periods. The pulmonary embolism rate increased almost fivefold (0.7-3.2 per 1,000 admissions, p ؍ 0.15), although this difference was not statistically significant. Conclusions: Increasing the number of duplex screening exams resulted in an increased rate of DVT identification. In the absence of standardized surveillance, DVT rates may be more influenced by how often caregivers look for these events rather than the quality of care provided.
Journal of Trauma: Injury, Infection & Critical Care, 2008
Complication rates after trauma may serve as important indicators of quality of care. Meaningful ... more Complication rates after trauma may serve as important indicators of quality of care. Meaningful performance benchmarks for complication rates require reference standards from valid and reliable data. Selection of appropriate numerators and denominators is a major consideration for data validity in performance improvement and benchmarking. We examined the suitability of the National Trauma Data Bank (NTDB) as a reference for benchmarking trauma center complication rates. We selected the five most commonly reported complications in the NTDB v. 6.1 (pneumonia, urinary tract infection, acute respiratory distress syndrome, deep vein thrombosis, myocardial infarction). We compared rates for each complication using three different denominators defined by different populations at risk. A-all patients from all 700 reporting facilities as the denominator (n = 1,466,887); B-only patients from the 441 hospitals reporting at least one complication (n = 1,307,729); C-patients from hospitals reporting at least one occurrence of each specific complication, giving a unique denominator for each complication (n range = 869,675-1,167,384). We also looked at differences in hospital characteristics between complication reporters and nonreporters. There was a 12.2% increase in the rate of each complication when patients from facilities not reporting any complications were excluded from the denominator. When rates were calculated using a unique denominator for each complication, rates increased 25% to 70%. The change from rate A to rate C produced a new rank order for the top five complications. When compared directly, rates B and C were also significantly different for all complications (all p &amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;lt; 0.01). Hospitals that reported complication information had significantly higher annual admissions and were more likely to be designated level I or II trauma centers and be university teaching hospitals. There is great variability in complication data reported in the NTDB that may introduce bias and significantly influence rates of complications reported. This potential for bias creates a challenge for appropriately interpreting complication rates for hospital performance benchmarking. We recognize the value of large aggregated registries such as the NTDB as a valuable tool for benchmarking and performance improvement purposes. However, we strongly advocate the need for conscientious selection of numerators and denominators that serve as the basic foundation for research.
Background. Different mechanisms of injury (MOI), such as motor vehicle crashes, falls, or pedest... more Background. Different mechanisms of injury (MOI), such as motor vehicle crashes, falls, or pedestrians struck by motor vehicle impart varying degrees of force and energy transfer that may impact outcomes. This study analyzed the independent relationship between MOI and mortality and functional outcomes following blunt trauma among adults. Materials and methods. Retrospective review of blunt trauma patients 15 y and older in the National Trauma Data Bank from 2001 to 2005. Primary outcome measures were mortality and presence of functional deficit in speech, walking, or feeding at discharge. MOI categories, identified by ICD-9 E codes, were motor vehicle crash, pedestrian struck by motor vehicle, motorcycle crash, falls at same level and from any height, and bicycle crash. A multiple regression analysis was performed adjusting for patient demographics and injury severity variables with motor vehicle crash as the reference mechanism group. Results. Over the period studied, 515,464 patients met inclusion criteria. Mean Injury Severity Score (16.9), mortality rate (11%), and extremity injury (20%) were highest among pedestrians struck by motor vehicle, and head injury (16%) highest for motorcyclists. Overall, 52% had impaired ambulation, 16% impaired feeding, and 10% impaired speech. Adjusted odds of death, impaired walking, and impaired speaking were highest for pedestrians struck by motor vehicle, and impaired feeding highest for motorcyclists. Conclusion. After adjusting for confounders, MOI was found to independently predict mortality and functional impairment at hospital discharge. Current injury assessment models could be greatly enhanced by including MOI, and we propose routine adjustment for injury mechanism in trauma outcomes research.
Patients with traumatic brain injury (TBI) frequently require mechanical ventilation (MV). The ob... more Patients with traumatic brain injury (TBI) frequently require mechanical ventilation (MV). The objective of this study was to examine the association between time spent on MV and the development of pneumonia among patients with TBI. Patients older than 18 y with head abbreviated injury scale (AIS) scores coded 1-6 requiring MV in the National Trauma Data Bank 2007-2010 data set were included. The study was limited to hospitals reporting pneumonia cases. AIS scores were calculated using ICDMAP-90 software. Patients with injuries in any other region with AIS score &amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;gt;3, significant burns, or a hospital length of stay &amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;gt;30 d were excluded. A generalized linear model was used to determine the approximate relative risk of developing all-cause pneumonia (aspiration pneumonia, ventilator-associated pneumonia [VAP], and infectious pneumonia identified by the International Classification of Disease, Ninth Revision, diagnosis code) for each day of MV, controlling for age, gender, Glasgow coma scale motor score, comorbidity (Charlson comorbidity index) score, insurance status, and injury type and severity. Among the 24,525 patients with TBI who required MV included in this study, 1593 (6.5%) developed all-cause pneumonia. After controlling for demographic and injury factors, each additional day on the ventilator was associated with a 7% increase in the risk of pneumonia (risk ratio 1.07, 95% confidence interval 1.07-1.08). Patients who have sustained TBIs and require MV are at higher risk for VAP than individuals extubated earlier; therefore, shortening MV exposure will likely reduce the risk of VAP. As patients with TBI frequently require MV because of neurologic impairment, it is key to develop aggressive strategies to expedite ventilator independence.
Older age is associated with high rates of morbidity and mortality after injury. Statewide studie... more Older age is associated with high rates of morbidity and mortality after injury. Statewide studies suggest significantly injured patients aged ≥55 y are commonly undertriaged to lower level trauma centers (TCs) or nontrauma centers (NTCs). This study determines whether undertriage is a national phenomenon. Using the 2011 Nationwide Emergency Department Sample, significantly injured patients aged ≥55 y were identified by diagnosis and new injury severity score (NISS) ≥9. Undertriage was defined as definitive care anywhere other than level I or II TCs. Weighted descriptive analysis compared characteristics of patients by triage status. Multivariable logistic regression determined predictors of undertriage, controlling for hospital characteristics, injury severity, and comorbidities. Of 4,152,541 emergency department (ED) visits meeting inclusion criteria, 74.0% were treated at lower level TCs or NTCs. Patients at level I and II TCs more commonly had NISS ≥9 (22.2% versus 12.3%, P &amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;lt; 0.001), but among all patients with NISS ≥9, 61.3% were undertriaged to a lower level TC or a NTC. On multivariable logistic regression, factors independently associated with higher odds of being undertriaged were increasing age, female gender, and fall-related injuries. A subgroup analysis examined urban and suburban areas only where access to a TC is more likely and found that 55.8% of patients&amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;#39; age were undertriaged. There is substantial undertriage of patients aged ≥55 y nationwide. Over half of significantly injured older patients are not treated at level I or II TCs. The impact of undertriage should be determined to ensure older patients receive trauma care at the optimal site.
BACKGROUND: Implicit bias is an unconscious preference for a specific social group that can have ... more BACKGROUND: Implicit bias is an unconscious preference for a specific social group that can have adverse consequences for patient care. Acute care clinical vignettes were used to examine whether implicit race or class biases among registered nurses (RNs) impacted patient-management decisions. STUDY DESIGN: In a prospective study conducted among surgical RNs at the Johns Hopkins Hospital, participants were presented 8 multi-stage clinical vignettes in which patients' race or social class were randomly altered. Registered nurses were administered implicit association tests (IATs) for social class and race. Ordered logistic regression was then used to examine associations among treatment differences, race, or social class, and RN's IAT scores. Spearman's rank coefficients comparing RN's implicit (IAT) and explicit (stated) preferences were also investigated. RESULTS: Two hundred and forty-five RNs participated. The majority were female (n ¼ 217 [88.5%]) and white (n ¼ 203 [82.9%]). Most reported that they had no explicit race or class preferences (n ¼ 174 [71.0%] and n ¼ 108 [44.1%], respectively). However, only 36 nurses (14.7%) demonstrated no implicit race preference as measured by race IAT, and only 16 nurses (6.53%) displayed no implicit class preference on the class IAT. Implicit association tests scores did not statistically correlate with vignette-based clinical decision making. Spearman's rank coefficients comparing implicit (IAT) and explicit preferences also demonstrated no statistically significant correlation (r ¼ À0.06; p ¼ 0.340 and r ¼ À0.06; p ¼ 0.342, respectively). CONCLUSIONS: The majority of RNs displayed implicit preferences toward white race and upper social class patients on IAT assessment. However, unlike published data on physicians, implicit biases among RNs did not correlate with clinical decision making.
Introduction: The increase in TBI-related morbidity and mortality have led the CDC to call it “th... more Introduction: The increase in TBI-related morbidity and mortality have led the CDC to call it “the silent epidemic.” Adults age 65+ are more prone to falls and other mechanisms of injury, and may thus be at a higher risk of TBI-related morbidity and mortality. This study seeks to identify factors contributing to TBI and related mortality among the elderly. Methods: We analyzed data from the Nationwide Inpatient Sample, and included records that described hospitalizations occurring among individuals age 65 and older from 2000-2010 and contained data on patient age, sex, mechanism of injury, payer status, as well as descriptive data relating to the hospital involved. A subset of patients was compiled whose records also contained race information. Logistic regression analyses were conducted to produce both crude and adjusted odds ratios (OR) of death. Population-based TBI incidence and mortality rates were calculated. Results: A total of 950,132 hospitalizations were identified that me...
The Eastern Association for the Surgery of Trauma (EAST) is a leader in evidence-based medicine a... more The Eastern Association for the Surgery of Trauma (EAST) is a leader in evidence-based medicine and the development of practice management guidelines (PMGs) in trauma and acute care surgery. The previous primer describing EAST's approach for assessing the quality of available evidence and making recommendations for developing PMGs was published in 2000. Since that time, many new systems have been developed in an attempt to overcome previous shortcomings and to devise a methodologically rigorous and transparent approach to the assessment of quality of evidence and development of guidelines. One of these is the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) system. The membership of EAST has determined that the GRADE methodology will be the system used in all future EAST PMGs. The purpose of this article was thus to describe the GRADE methodology.
Introduction: Pre-hospital triage is an intricate part of any mass casualty response system. Howe... more Introduction: Pre-hospital triage is an intricate part of any mass casualty response system. However, in settings where no such system exists, it is not known if hospital-based disaster response efforts are beneficial. This study describes in-hospital disaster response management and patient outcomes following a mass casualty event (MCE) involving 200 victims in a lower-middle income country in South Asia. Methods: We performed a single-center, retrospective review of bombing victims presenting to a trauma center in the spring of 2013, after a high energy car bomb leveled a residential building. Descriptive analysis was utilized to present demographic variables and physical injuries. Results: A disaster plan was devised based on the canons of North-American trauma care; some adaptations to the local environment were incorporated. Relevant medical and surgical specialties were mobilized to the ED awaiting a massive influx of patients. ED waiting room served as the triage area. Operating rooms, ICU and blood bank were alerted. Seventy patients presented to the ED. Most victims (88%) were brought directly without prehospital triage or resuscitation. Four were pronounced dead on arrival. The mean age of victims was 27 (AE14) years with a male preponderance (78%). Penetrating shrapnel injury was the most common mechanism of injury (71%). Most had a systolic blood pressure (SBP) >90 with a mean of 120.3 (AE14.8). Mean pulse was 90.2 (AE21.6) and most patients had full GCS. Extremities were the most common body region involved (64%) with orthopedics service being consulted most frequently. Surgery was performed on 36 patients, including 4 damage control surgeries. All patients survived. Conclusion: This overwhelming single mass-casualty incident was met with a swift multidisciplinary response. In countries with no prehospital triage system, implementing a pre-existing disaster plan with pre-defined interdisciplinary responsibilities can streamline in-hospital management of casualties.
National trauma registries have helped improve patient outcomes across the world. Recently, the i... more National trauma registries have helped improve patient outcomes across the world. Recently, the idea of an International Trauma Data Bank (ITDB) has been suggested to establish global comparative assessments of trauma outcomes. The objective of this study was to determine whether global trauma data could be combined to perform international outcomes benchmarking. We used observed/expected (O/E) mortality ratios to compare two trauma centers [European high-income country (HIC) and Asian lower-middle income country (LMIC)] with centers in the North American National Trauma Data Bank (NTDB). Patients (≥16 years) with blunt/penetrating injuries were included. Multivariable logistic regression, adjusting for known predictors of trauma mortality, was performed. Estimates were used to predict the expected deaths at each center and to calculate O/E mortality ratios for benchmarking. A total of 375,433 patients from 301 centers were included from the NTDB (2002-2010). The LMIC trauma center had 806 patients (2002-2010), whereas the HIC reported 1,003 patients (2002-2004). The most important known predictors of trauma mortality were adequately recorded in all datasets. Mortality benchmarking revealed that the HIC center performed similarly to the NTDB centers [O/E = 1.11 (95% confidence interval (CI) 0.92-1.35)], whereas the LMIC center showed significantly worse survival [O/E = 1.52 (1.23-1.88)]. Subset analyses of patients with blunt or penetrating injury showed similar results. Using only a few key covariates, aggregated global trauma data can be used to adequately perform international trauma center benchmarking. The creation of the ITDB is feasible and recommended as it may be a pivotal step towards improving global trauma outcomes.
BACKGROUND: Accidental traumatic injury is the leading cause of morbidity and mortality in childr... more BACKGROUND: Accidental traumatic injury is the leading cause of morbidity and mortality in children. The authors hypothesized that no mortality difference should exist between children seen at ATC (adult trauma centers) versus ATC with added qualifications in pediatrics (ATC-AQ). METHODS: The National Trauma Data Bank, version 7.1, was analyzed for patients aged Ͻ18 years seen at level 1 trauma centers. Bivariate analysis compared patients by ATC versus ATC-AQ using demographic and injury characteristics. Multivariate analysis adjusting for injury and demographic factors was then performed. RESULTS: A total sample of 53,702 children was analyzed, with an overall mortality of 3.9%. The adjusted odds of mortality was 20% lower for children seen at ATC-AQ (odds ratio, .80; 95% confidence interval, .68-.94). Children aged 3 to 12 years, those with injury severity scores Ͼ 25, and those with Glasgow Coma Scale scores Ͻ 8 all had significant reductions in the odds of death at ATC-AQ. CONCLUSIONS: Improved overall survival is associated with pediatric trauma patients treated at ATC-AQ.
Background. Studies reporting perioperative outcomes after pancreaticoduodenectomy (PD) have focu... more Background. Studies reporting perioperative outcomes after pancreaticoduodenectomy (PD) have focused on morbidity and mortality. Understanding factors that impact hospital duration of stay may have costsaving implications. We sought to examine variation in duration of stay after PD occurring at the patient, surgeon, and hospital levels. Methods. Year-specific PD volumes for both surgeons and hospitals were determined from the 2003-2009 Nationwide Inpatient Sample and grouped into terciles. Patient age, gender, and comorbidities were examined. Median duration of stay was calculated and modified Poisson regression examined factors associated with duration of stay. Results. Among 5,190 individuals undergoing PD, median age was 65 years and 49.3% were female. Median duration of stay was 13 days (range, 0-234). Older patients and those with comorbid illness were more likely to have duration of stay of $14 days (P < .001). Median annual surgeon volume was 8 (interquartile range [IQR], 2-19; range, 1-54). Annual hospital volume ranged from 1 to 129 (median, 18; IQR, 6-52). Both low surgeon and hospital PD volume were associated with longer durations of stay (P < .001). In multivariable modeling, age remained associated with duration of stay (relative risk [RR], 1.007 per year; P < .001); however, comorbidity did not. Patients operated on by high-volume surgeons (RR, 0.67) or at high-volume hospitals (RR, 0.75) had a reduced risk of a prolonged duration of stay of $14 days (both P < .001). Conclusion. PD patients treated by higher volume surgeons and at higher volume hospitals had a shorter duration of stay. Although some patient-level factors impact duration of stay after PD, nonclinical factors such as surgeon and hospital volume were also important contributors to duration of stay.
The Journal of Trauma: Injury, Infection, and Critical Care, 2011
Background: Emergency surgery patients risk greater mortality and morbidity than elective patient... more Background: Emergency surgery patients risk greater mortality and morbidity than elective patients undergoing the same procedure. However, the differential effort required for the care of emergency surgical patients is poorly defined. This study sought to characterize costs and outcomes of elective versus emergent right hemicolectomy. Methods: 2006 Nationwide Inpatient Sample data were used to compare mortality, total charges, and length of stay (LOS) in patients undergoing emergency versus elective right hemicolectomy (International Classification of Diseases-9th procedure code 45.73). Mann-Whitney tests examined total costs and LOS; multivariable regression modeled inhospital mortality controlling for age, gender, insurance status, and comorbidities. Results: Among 8,074,825 inpatient admissions, 7,767 emergent and 10,399 elective right hemicolectomies were identified. Emergent patients were similar in age (66.9 years vs. 67.6 years; p ϭ 0.129), more likely women (43.7% vs. 42.3%; p ϭ 0.048) and had greater comorbidity (Charlson score 3.37 vs. 3.01; p Ͻ 0.001) compared with elective patients. Emergent patient LOS was approximately double that of elective patients (13 days vs. 7 days; p Ͻ 0.001). Mean total charges were $78,118 for emergent versus $39,265 elective patients (p Ͻ 0.001). Emergent patients had greater odds of inhospital mortality (odds ratio, 5.86; 95% confidence intervals, 4.80-7.14). Conclusions: Emergent right hemicolectomy patients have greater comorbidity, experience longer stays, accrue twice the charges, and have higher mortality risk. This reflects a heightened effort required to care for emergent patients unrecognized by Global Surgical Package reimbursement. The concentration of emergency surgical patients in acute care surgery services necessitates accounting for the additional effort associated with these predictable risks to ensure optimal care.
Journal of Trauma: Injury, Infection & Critical Care, 2007
Background: Deep vein thrombosis (DVT) is a significant cause of morbidity and mortality in traum... more Background: Deep vein thrombosis (DVT) is a significant cause of morbidity and mortality in trauma patients, even with appropriate prophylaxis. Many national agencies (Agency for Healthcare Research and Quality, Joint Commission, National Quality Forum) have suggested DVT incidence as a measurement of health care quality, but none has recommended a standardized screening approach. Duplex ultrasound serves an important role as a noninvasive diagnostic tool for detection of DVT. However, screening of asymptomatic patients for DVT is somewhat controversial and these practices vary widely among trauma centers. We hypothesized that as the number of screening duplex examinations in trauma patients increases , the rate of DVT identification will also increase. Methods: Retrospective cohort study of 21,961 patients from an urban, university-based Level I trauma center for more than 11 years (1995-2005). We grouped patients according to admission at the trauma service either before or after implementation of a written practice management guideline for DVT prophylaxis and duplex ultrasound surveillance in 1998. We compared duplex, DVT, and pulmonary embolism rates per 1,000 trauma admissions using Fisher's exact test. Results: The proportion of trauma patients having a duplex ultrasound increased significantly (20.9-81.5 per 1,000 trauma admissions, p < 0.0001). The rate of DVT reported increased 10-fold (0.7-7.0 per 1,000 admissions, p ؍ 0.0024), significantly, between the two periods. The pulmonary embolism rate increased almost fivefold (0.7-3.2 per 1,000 admissions, p ؍ 0.15), although this difference was not statistically significant. Conclusions: Increasing the number of duplex screening exams resulted in an increased rate of DVT identification. In the absence of standardized surveillance, DVT rates may be more influenced by how often caregivers look for these events rather than the quality of care provided.
Journal of Trauma: Injury, Infection & Critical Care, 2008
Complication rates after trauma may serve as important indicators of quality of care. Meaningful ... more Complication rates after trauma may serve as important indicators of quality of care. Meaningful performance benchmarks for complication rates require reference standards from valid and reliable data. Selection of appropriate numerators and denominators is a major consideration for data validity in performance improvement and benchmarking. We examined the suitability of the National Trauma Data Bank (NTDB) as a reference for benchmarking trauma center complication rates. We selected the five most commonly reported complications in the NTDB v. 6.1 (pneumonia, urinary tract infection, acute respiratory distress syndrome, deep vein thrombosis, myocardial infarction). We compared rates for each complication using three different denominators defined by different populations at risk. A-all patients from all 700 reporting facilities as the denominator (n = 1,466,887); B-only patients from the 441 hospitals reporting at least one complication (n = 1,307,729); C-patients from hospitals reporting at least one occurrence of each specific complication, giving a unique denominator for each complication (n range = 869,675-1,167,384). We also looked at differences in hospital characteristics between complication reporters and nonreporters. There was a 12.2% increase in the rate of each complication when patients from facilities not reporting any complications were excluded from the denominator. When rates were calculated using a unique denominator for each complication, rates increased 25% to 70%. The change from rate A to rate C produced a new rank order for the top five complications. When compared directly, rates B and C were also significantly different for all complications (all p &amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;lt; 0.01). Hospitals that reported complication information had significantly higher annual admissions and were more likely to be designated level I or II trauma centers and be university teaching hospitals. There is great variability in complication data reported in the NTDB that may introduce bias and significantly influence rates of complications reported. This potential for bias creates a challenge for appropriately interpreting complication rates for hospital performance benchmarking. We recognize the value of large aggregated registries such as the NTDB as a valuable tool for benchmarking and performance improvement purposes. However, we strongly advocate the need for conscientious selection of numerators and denominators that serve as the basic foundation for research.
Background. Different mechanisms of injury (MOI), such as motor vehicle crashes, falls, or pedest... more Background. Different mechanisms of injury (MOI), such as motor vehicle crashes, falls, or pedestrians struck by motor vehicle impart varying degrees of force and energy transfer that may impact outcomes. This study analyzed the independent relationship between MOI and mortality and functional outcomes following blunt trauma among adults. Materials and methods. Retrospective review of blunt trauma patients 15 y and older in the National Trauma Data Bank from 2001 to 2005. Primary outcome measures were mortality and presence of functional deficit in speech, walking, or feeding at discharge. MOI categories, identified by ICD-9 E codes, were motor vehicle crash, pedestrian struck by motor vehicle, motorcycle crash, falls at same level and from any height, and bicycle crash. A multiple regression analysis was performed adjusting for patient demographics and injury severity variables with motor vehicle crash as the reference mechanism group. Results. Over the period studied, 515,464 patients met inclusion criteria. Mean Injury Severity Score (16.9), mortality rate (11%), and extremity injury (20%) were highest among pedestrians struck by motor vehicle, and head injury (16%) highest for motorcyclists. Overall, 52% had impaired ambulation, 16% impaired feeding, and 10% impaired speech. Adjusted odds of death, impaired walking, and impaired speaking were highest for pedestrians struck by motor vehicle, and impaired feeding highest for motorcyclists. Conclusion. After adjusting for confounders, MOI was found to independently predict mortality and functional impairment at hospital discharge. Current injury assessment models could be greatly enhanced by including MOI, and we propose routine adjustment for injury mechanism in trauma outcomes research.
Patients with traumatic brain injury (TBI) frequently require mechanical ventilation (MV). The ob... more Patients with traumatic brain injury (TBI) frequently require mechanical ventilation (MV). The objective of this study was to examine the association between time spent on MV and the development of pneumonia among patients with TBI. Patients older than 18 y with head abbreviated injury scale (AIS) scores coded 1-6 requiring MV in the National Trauma Data Bank 2007-2010 data set were included. The study was limited to hospitals reporting pneumonia cases. AIS scores were calculated using ICDMAP-90 software. Patients with injuries in any other region with AIS score &amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;gt;3, significant burns, or a hospital length of stay &amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;amp;gt;30 d were excluded. A generalized linear model was used to determine the approximate relative risk of developing all-cause pneumonia (aspiration pneumonia, ventilator-associated pneumonia [VAP], and infectious pneumonia identified by the International Classification of Disease, Ninth Revision, diagnosis code) for each day of MV, controlling for age, gender, Glasgow coma scale motor score, comorbidity (Charlson comorbidity index) score, insurance status, and injury type and severity. Among the 24,525 patients with TBI who required MV included in this study, 1593 (6.5%) developed all-cause pneumonia. After controlling for demographic and injury factors, each additional day on the ventilator was associated with a 7% increase in the risk of pneumonia (risk ratio 1.07, 95% confidence interval 1.07-1.08). Patients who have sustained TBIs and require MV are at higher risk for VAP than individuals extubated earlier; therefore, shortening MV exposure will likely reduce the risk of VAP. As patients with TBI frequently require MV because of neurologic impairment, it is key to develop aggressive strategies to expedite ventilator independence.
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