Unspoken Truths: Mental Health Among Academic Surgeons.

OBJECTIVE: To characterize the current state of mental health within the surgical workforce in the United States. BACKGROUND: Mental illness and suicide is a growing concern in the medical community; however, the current state is largely unknown. METHODS: Cross-sectional survey of the academic surgery community assessing mental health, medical error, and suicidal ideation. The odds of suicidal ideation adjusting for sex, prior mental health diagnosis, and validated scales screening for depression, anxiety, post-traumatic stress disorder (PTSD), and alcohol use disorder were assessed. RESULTS: Of 622 participating medical students, trainees, and surgeons (estimated response rate=11.4%-14.0%), 26.1% (141/539) reported a previous mental health diagnosis. In all, 15.9% (83/523) of respondents screened positive for current depression, 18.4% (98/533) for anxiety, 11.0% (56/510) for alcohol use disorder, and 17.3% (36/208) for PTSD. Medical error was associated with depression (30.7% vs. 13.3%, P <0.001), anxiety (31.6% vs. 16.2%, P =0.001), PTSD (12.8% vs. 5.6%, P =0.018), and hazardous alcohol consumption (18.7% vs. 9.7%, P =0.022). Overall, 13.2% (73/551) of respondents reported suicidal ideation in the past year and 9.6% (51/533) in the past 2 weeks. On adjusted analysis, a previous history of a mental health disorder (aOR: 1.97, 95% CI: 1.04-3.65, P =0.033) and screening positive for depression (aOR: 4.30, 95% CI: 2.21-8.29, P <0.001) or PTSD (aOR: 3.93, 95% CI: 1.61-9.44, P =0.002) were associated with increased odds of suicidal ideation over the past 12 months. CONCLUSIONS: Nearly 1 in 7 respondents reported suicidal ideation in the past year. Mental illness and suicidal ideation are significant problems among the surgical workforce in the United States.

Performance of Artificial Intelligence Content Detectors Using Human and Artificial Intelligence-Generated Scientific Writing.

BACKGROUND: Few studies have examined the performance of artificial intelligence (AI) content detection in scientific writing. This study evaluates the performance of publicly available AI content detectors when applied to both human-written and AI-generated scientific articles. METHODS: Articles published in Annals of Surgical Oncology (ASO) during the year 2022, as well as AI-generated articles using OpenAI's ChatGPT, were analyzed by three AI content detectors to assess the probability of AI-generated content. Full manuscripts and their individual sections were evaluated. Group comparisons and trend analyses were conducted by using ANOVA and linear regression. Classification performance was determined using area under the curve (AUC). RESULTS: A total of 449 original articles met inclusion criteria and were evaluated to determine the likelihood of being generated by AI. Each detector also evaluated 47 AI-generated articles by using titles from ASO articles. Human-written articles had an average probability of being AI-generated of 9.4% with significant differences between the detectors. Only two (0.4%) human-written manuscripts were detected as having a 0% probability of being AI-generated by all three detectors. Completely AI-generated articles were evaluated to have a higher average probability of being AI-generated (43.5%) with a range from 12.0 to 99.9%. CONCLUSIONS: This study demonstrates differences in the performance of various AI content detectors with the potential to label human-written articles as AI-generated. Any effort toward implementing AI detectors must include a strategy for continuous evaluation and validation as AI models and detectors rapidly evolve.

Amino acid kinetics in the critically ill.

PURPOSE OF REVIEW: Stable isotope methods have been used for many years to assess whole body protein and amino acid kinetics in critically ill patients. In recent years, new isotope approaches and tracer insights have been developed. The tracer pulse approach has some advantages above the established primed-continuous tracer infusion approach because of the high amount of metabolic information obtained, easy applicability, and low tracer costs. Effects of disease severity and sex on amino acid kinetics in ICU patients will also be addressed. RECENT FINDINGS: Current knowledge was synthesized on specific perturbations in amino acid metabolism in critically ill patients, employing novel methodologies such as the pulse tracer approach and computational modeling. Variations were evaluated in amino acid production and linked to severity of critical illness, as measured by SOFA score, and sex. Production of the branched-chain amino acids (BCAAs), glutamine, tau-methylhistidine and hydroxyproline were elevated in critical illness, likely related to increased transamination of the individual BCAAs or increased breakdown of proteins. Citrulline production was reduced, indicative of impaired gut mucosa function. Sex and disease severity independently influenced amino acid kinetics in ICU patients. SUMMARY: Novel tracer and computational approaches have been developed to simultaneously measure postabsorptive kinetics of multiple amino acids that can be used in critical illness. The collective findings lay the groundwork for targeted individualized nutritional strategies in ICU settings aimed at enhancing patient outcomes taking into account disease severity and sex.

The Use of Parenteral Nutrition and Disparities in Its Allocation Following Traumatic Injury.

INTRODUCTION: Severe traumatic injury requires rapid and extensive deployment of resources to save the lives of the critically injured. The sequelae of traumatic injuries frequently require extensive intervention obligating patients to a complicated recovery process devoid of meaningful nutrition. In this setting, parenteral nutrition (PN) is key in enabling appropriate wound healing, recovery, and rehabilitation. We sought to examine the use of PN in adult trauma management and to highlight any disparities in the utilization of PN in adult trauma patients. METHODS: We queried the 2017-2019 Trauma Quality Improvement Program (TQIP) for adult patients (aged > 18 y) who sustained blunt or penetrating traumatic injuries and received PN as part of their hospitalization. We compared time to PN administration based on demographics. We then used a multivariable logistic regression model to identify factors associated with the use of PN. We hypothesized that PN would be less commonly employed in the uninsured and minority groups. RESULTS: We identified 2,449,498 patients with sufficient data for analysis. Of these, 1831 patients were treated with PN. On univariate analysis, PN patients were more commonly male (74.7% PN versus 60.2% non-PN; P < 0.001). PN use was more frequent in the Black population (24.3% PN versus 15.5% non-PN; P < 0.001) and less frequent in the White population (72.7% PN versus 81.2% non-PN; P < 0.001). PN use was also much more common among patients covered by Medicaid. Penetrating trauma was over twice as common among PN recipients relative to non-PN patients (% PN versus % non-PN). PN patients had higher injury severity scores (ISSs), more intensive care unit days, longer hospitalizations, and increased mortality compared to non-PN patients. PN patients were half as likely to discharge home and twice as likely to discharge to a long-term care facility. Multivariable analysis including age, race, trauma mechanism, primary payer, and ISS, demonstrated an association of PN use with increasing age (OR 1.01, P < 0.001), cases of penetrating trauma (odds ratio [OR], 2.47; P < 0.001), and patients with high ISS (OR, 0.1.06; P < 0.001). There was decreased use in Uninsured patient (OR, 0.54; P < 0.001). CONCLUSIONS: PN use following traumatic injury is rarely required. Patients treated with PN typically have a resource-intense hospital course. More severe injuries, penetrating trauma, and increased age are more likely to result in PN use. Variations in PN use are apparent based on insurance payer, further examination into allocation of hospital and intensive care resources, as it pertains to patient socioeconomic status, is warranted in light of these findings.

Firearm Ownership: A Key Factor to Consider in Firearm Suicide Deaths in Children, Despite State Gun Laws.

INTRODUCTION: Firearm-related suicides among children present a significant public health concern and a tragic loss of young lives. This study explores the relationship between firearm-related suicides, gun ownership, and state-specific gun laws. METHODS: This retrospective cohort study collected data from the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research on children under 18 who died by firearm-related suicides between 2009 and 2016 in all 50 states and D.C. It also utilized data from the RAND State-Level Estimates of Household Firearm Ownership. The study focused on the rate of child firearm suicide deaths per 100,000 individuals. The key variable of interest was the percentage of guns owned per household in each state. Univariable analysis was conducted to examine the association between individual gun laws and child firearm suicide mortalities, while multivariable regression, adjusting for household gun ownership and significant firearm legislation, was employed to assess connection to child firearm suicide mortality. RESULTS: From 2009 to 2016, 3903 children died from firearm-related suicides in the United States. In our analysis, 15 out of 44 firearm laws were found to be associated with reducing the rates of firearm suicides among children (P < 0.05). However, multivariable regression showed that higher state gun ownership rates were the primary predictor of increased child fatalities from firearms, with children in such states being 325% more likely to die when analyzing handgun laws and 337% more likely when analyzing long gun laws, as indicated by coefficients of 4.25 and 4.37, respectively. No state laws alone notably improved death rates. CONCLUSIONS: Gun ownership has a stronger association with child suicide rates than state-specific gun laws. Given the weight of gun ownership, future research should prioritize comprehensive public health initiatives to prevent child firearm-related suicides.

Factors Associated with Discharge to Skilled Nursing Facility Following Gunshot Wounds.

INTRODUCTION: Firearm injury is a public health crisis. Most victims are minorities in underserved neighborhoods. Measuring firearm injury by mortality underestimates its impact, as most victims survive to discharge. This study was done to determine if race and insurance status are associated with discharge disposition for gunshot wound (GSW)-related trauma. METHODS: Using the 2019 Trauma Quality Improvement Program database, we identified GSW patients with Abbreviated Injury Scale (AIS) = 1-3. Exclusion criteria included patients who died in hospital and routine home discharge. We compared discharge patterns of patients based on demographics (age, gender, race, ethnicity, payor, AIS, hospital designation, and length of stay [LOS]) and injury severity. Multivariable logistic regression models identified factors associated with discharge disposition. RESULTS: Our sample included 2437 patients with GSWs. On univariable analysis, Black patients were more likely to discharge to home with home health (64.1% Black versus 34.7% White; P < 0.001). White patients were more likely to discharge to skilled nursing facility (SNF) (51.4% White versus 44.6% Black; P < 0.001). Controlling for age, race, Latin ethnicity, primary payor, LOS, AIS severity, and injury severity score factors independently associated with discharge to SNF included age (0.0462, P < 0.001), Medicaid (1.136, P < 0.0003), Medicare (1.452, P < 0.001), and LOS (0.03745, P < 0.001). CONCLUSIONS: Postacute care following traumatic injuries is essential to recovery. Black GSW victims are more likely to be discharged to home health than White patients, who are more likely to be discharged to SNF. Targeted programs to reduce barriers to appropriate aftercare are necessary to eliminate this bias and improve the care of underserved populations.

A National Comparison of Volume and Acuity for Adult and Pediatric Trauma: A Trauma Quality Improvement Program Cohort Study.

INTRODUCTION: Most injured children receive trauma care outside of a pediatric trauma center. Differences in physiology, dosing, and injury pattern limit extrapolation of adult trauma principles to pediatrics. We compare US trauma center experience with pediatric and adult trauma resuscitation. MATERIALS AND METHODS: We queried the 2019 Trauma Quality Improvement Program to describe the experience of US trauma centers with pediatric (<15 y) and adult trauma. We quantified blunt, penetrating, burn, and unspecified traumas and compared minor, moderate, severe, and critical traumas (ISS 1-8 Minor, ISS 9-14 Moderate, ISS 15-24 Severe, ISS 25+ Critical). We estimated center-level volumes for adults and children. Institutional identifiers were generated based on unique center specific factors including hospital teaching status, hospital type, verification level, pediatric verification level, state designation, state pediatric designation, and bed size. RESULTS: A total of 755,420 adult and 76,449 pediatric patients were treated for traumatic injuries. There were 21 times as many critical or major injuries in adults compared to children, 17 times more moderate injuries, and 6 times more minor injuries. Children and adults presented with similar rates of blunt trauma, but penetrating injuries were more common in adults and burn injuries were more common in children. Comparing center-level data, adult trauma exceeded pediatric for every severity and mechanism. CONCLUSIONS: There is relatively limited exposure to high-acuity pediatric trauma at US centers. Investigation into pediatric trauma resuscitation education and simulation may promote pediatric readiness and lead to improved outcomes.

Using Crowdfunding Campaigns to Examine Financial Toxicity and Logistical Burdens Facing Families of Children With Wilms Tumor.

INTRODUCTION: Treatment for pediatric solid tumors is often intense and multidisciplinary and can create a substantial financial burden for families. Assessing these burdens, termed the financial toxicity of treatment, can be difficult. Using Wilms tumor as an example, we evaluated crowdfunding campaigns in an attempt to better understand the impact of economic and logistic challenges associated with pediatric solid tumor care and identify features associated with successful fundraising with this method. METHODS: We used a webscraping algorithm to identify crowdfunding campaigns on GoFundMe.com for pediatric patients with Wilms tumor in the United States. We conducted a cross-sectional analysis to describe the patients and families seeking crowdfunding support for cancer care. After fundraizing information was extracted using the webscraping algorithm, each fundraiser was verified and examined by two independent reviewers to assess demographic, qualitative, disease, and treatment variables. Successful fundraisers, defined as those meeting stated financial goals, were compared to unsuccessful campaigns to identify variables associated with successful crowdfunding campaigns. RESULTS: We identified 603 children with Wilms tumor and an associated crowdfunding campaign. The median age was 4 y. The majority lived in two-parent households (68.5%). Patients mentioned siblings in 35.5% of fundraisers. While motivations for crowdfunding varied, hardships endured by families included loss of employment (52.2%), need for childcare for other children (9.8%), direct costs of care [co-payments, insurance, pharmaceuticals, out-of-pocket care costs, etc.] (80.9%), indirect costs associated with seeking care [transportation, parking, lodging, lost opportunity cost, etc.] (56.2%), and need for relocation to pursue complex cancer care (6.8%). Disease characteristics in this cohort were limited to self-reports by families. However, fundraisers mentioned disease characteristics, including tumor stage (47.6%), size (11.4%), positive nodal status (9.6%), metastatic disease (3.6%), pathology (11.8%), upstaging (4.6%), and disease recurrence (8.6%). No individually examined demographic, support, disease, or hardship-related factors varied significantly between successful and unsuccessful crowdfunding campaigns (all P > 0.05). However, successful campaigns requested less money ($11,783.25 successful versus $22,442.2 unsuccessful, <0.001), received more money ($16,409.5 successful vs 7427.4 unsuccessful, P < 0.001), and solicited larger donor numbers (170.3 successful versus 86.3 unsuccessful, P < 0.001). CONCLUSIONS: Families whose children undergo multimodal cancer care have significant expenses and burdens and can use crowdfunding to support their costs. Careful consideration of the financial and logistic strains associated with pediatric solid tumor treatment, including thorough analysis of crowdfunding sites, may support better understanding of nonclinical burdens, supporting therapeutic relationships and patient outcomes.

Factors Associated With Triage Decisions in Older Adult Trauma Patients: Impact on Mortality and Morbidity.

INTRODUCTION: As medical advances have significantly increased the life expectancy among older adults, the number of older patients requiring trauma care has risen proportionately. Nevertheless, it is unclear among this growing population which sociodemographic and economic factors are associated with decisions to triage and transfer to level I/II centers. This study aims to assess for any association between patient sociodemographic characteristics, triage decisions, and outcomes during acute trauma care presentations. METHODS: The National Trauma Data Bank was queried for patients aged 65 and older with an injury severity score > 15 between the years 2007 to 2017. Factors associated with subsequent levels of triage on presentation were assessed using multivariate logistic regression, and associations of levels of triage with outcomes of mortality, morbidity, and hospital length of stay are examined using logistic and linear regression models. RESULTS: Triage of 210,310 older adult trauma patients showed significant findings. American Indian patients had higher odds of being transferred to level I/II centers, while Asian, Black, and Native Hawaiian patients had lower odds of being transferred to level I/II centers when compared to Caucasian patients (P < 0.001). Regarding insurance, self-pay (uninsured) patients were less likely to be transferred to a higher level of care; however, this was also demonstrated in private insurance holders (P < 0.001). Caucasian patients had significantly higher odds of mortality, with Black patients (odds ratio [OR] 0.80 [0.75, 0.85]) and American Indian patients (OR 0.87 [0.72, 1.04]) having significantly lower odds (P < 0.001). Compared to government insurance, private insurance holders (OR 0.82 [0.80, 0.85]) also had significantly lower odds of mortality, while higher odds among self-pay were observed (OR 1.75 [1.62, 1.90]), (P < 0.001). CONCLUSIONS: Access to insurance is associated with triage decisions involving older adults sustaining trauma, with lower access increasing mortality risk. Factors such as race and gender were less likely to be associated with triage decisions. However, due to this study's retrospective design, further prospective analysis is necessary to fully assess the decisions that influence trauma triage decisions in this patient population.

Trends in Assault Mortalities Among Asian Americans, 2009-2018.

INTRODUCTION: As of yet, few studies have described the prevalence or rates of assault mortalities involving Asian victims on a national level. This study aimed to describe yearly trends and regional differences in assault mortalities among Asians. METHODS: This repeat cross-sectional study from 2009 to 2018 used data from the Mortality Multiple Cause-of-Death Public Use Record from the National Center for Health Statistics and the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research. Total and proportion of assault mortalities involving Asians or Pacific Islanders were calculated by year. Total and rates (per 100,000 Asians or Pacific Islanders) of assault mortalities among Asians or Pacific Islanders were stratified by state and county classification where deaths occurred. RESULTS: In 2009, 344 assault mortalities among Asians or Pacific Islanders accounted for 2.07% of assault-related deaths. In 2018, 366 assault mortalities among Asians or Pacific Islanders accounted for 1.96% of assault-related deaths. Furthermore, there were more assault mortalities from 2009 to 2018 among Asians or Pacific Islanders in California (n = 1116) and large central metropolitan counties (n = 1707). However, the highest rates of assault mortalities were in Alaska and Mississippi (7.1 and 6.8 per 100,000, respectively) and noncore nonmetropolitan counties (2.9 per 100,000). CONCLUSIONS: These findings emphasize the importance of studying and addressing violence toward Asians in rural regions and Southern states. Future studies should use these results as a baseline to analyze mortality data from 2019 to 2021, when available, to examine the coronavirus disease 2019 pandemic's impact on assault mortalities among Asian.

Racial Differences in Firearms Used and Autopsies Following Gun Deaths Exist.

INTRODUCTION: Disparities in gun violence across race are well documented. Studying these disparities is essential to reduce preventable gun deaths. This study evaluates the relationship between sociodemographic factors and firearms used in gun deaths. MATERIALS AND METHODS: This retrospective cohort study of firearm mortalities from 2009 to 2018 used the Mortality Multiple Cause-of-Death Public Use Record from the National Center for Health Statistics. The primary outcome was the type of firearm used and the secondary outcome was autopsy status. Factors of interest include race, ethnicity, gender, marital status, age, education, and place of death. Factors significantly associated with outcomes in univariate analyses were included in separate multivariate logistic regression models for assaults, intentional self-harm, and accidents. RESULTS: A total of 276,127 firearm deaths from 2009 to 2018 were analyzed. Compared to White victims, Black victims were less likely to die from handguns (accident: odds ratio [OR] = 0.70, P < 0.05; self-harm: OR = 0.84, P < 0.001; assault: OR = 0.58, P < 0.001) and rifles, shotguns, or large firearms (accident: OR = 0.30, P < 0.001; self-harm: OR = 0.37, P < 0.001; assault: OR = 0.28, P < 0.001). Black decedents were more likely to undergo autopsy than White decedents (accident: OR = 2.14, P < 0.001; intentional self-harm: OR = 2.02, P < 0.001; assault: OR = 2.02, P < 0.001). Ethnicity, gender, marital status, age, education, and other racial identities were also associated with firearms used and autopsy rates (P < 0.05). CONCLUSIONS: Differences in firearms used and autopsy rates following gun deaths exist by race, ethnicity, gender, marital status, age, and education. Future studies should investigate the relationship between sociodemographic factors and firearms used and autopsy status following gun deaths.

Hospital change to mixed lipid emulsion from soybean oil-based lipid emulsion for parenteral nutrition in hospitalized and critically ill adults improves outcomes: a pre-post-comparative study.

INTRODUCTION: Early data suggest use of a mixed lipid emulsion (LE) with a soybean oil reduction strategy in parenteral nutrition (PN) may improve clinical outcomes. Duke University Hospital made a full switch to a Soybean oil/MCT/Olive/Fish Oil lipid (4-OLE) from pure soybean oil-based LE (Intralipid, Baxter Inc) in May 2017. Since 4-OLE has limited evidence related to its effects on clinical outcome parameters in US hospitals, evidence for clinical benefits of switching to 4-OLE is needed. Therefore, we examined the clinical utility of a hospital-wide switch to 4-OLE and its effect on patient outcomes. METHODS: We conducted a single-center retrospective cohort study among adult patients (> 18 years) requiring PN from 2016 to 2019. Our primary exposure was treatment period (1-year pre-4-OLE switch versus 2-year post). We used multivariable regression models to examine our primary outcomes, the association of treatment period with hospital length of stay (LOS), and secondary outcomes liver function, infections, and ICU LOS. Analyses were stratified into critically ill and entire adult cohort. RESULTS: We identified 1200 adults hospitalized patients. 28% of PN patients (n = 341) were treated pre-4-OLE switch and 72% post-4-OLE (n = 859). In the adult cohort, 4-OLE was associated with shorter hospital LOS (IRR 0.97, 95% CI 0.95-0.99, p = 0.039). The ICU cohort included 447 subjects, of which 25% (n = 110) were treated pre-4-OLE switch and 75% (n = 337) were post-switch. ICU patients receiving 4-OLE were associated with shorter hospital LOS (IRR 0.91, 95% CI 0.87-0.93, p < 0.0001), as well as a shorter ICU LOS (IRR 0.90, 95% CI 0.82-0.99, p = 0.036). 4-OLE ICU patients also had a significantly lower delta total bilirubin (- 1.6, 95% CI - 2.8 to - 0.2, p = 0.021) and reduced urinary tract infection (UTI) rates (OR 0.50, 95% CI 0.26-0.96, p = 0.038). There were no associations in AST, ALT, or total bilirubin in ICU and all adult patients. CONCLUSION: 4-OLE was successfully implemented and reduced soybean oil LE exposure in a large academic hospital setting. The introduction of 4-OLE was associated with reduced LOS, UTI rates, and mitigated hepatic dysfunction in critically ill patients. Overall, these findings prove a switch to a soybean oil-LE sparing strategy using 4-OLE is feasible and safe and is associated with improved clinical outcomes in adult PN patients.

Association between early postoperative nutritional supplement utilisation and length of stay in malnourished hip fracture patients.

BACKGROUND: Malnutrition in older hip fracture patients is associated with increased complication rates and mortality. As postoperative nutrition delivery is essential to surgical recovery, postoperative nutritional supplements including oral nutritional supplements or tube feeding formulas can improve postoperative outcomes in malnourished hip/femur fracture patients. The association between early postoperative nutritional supplements utilisation and hospital length of stay was assessed in malnourished hip/femur fracture patients. METHODS: This is a retrospective cohort study of malnourished hip/femur fracture patients undergoing surgery from 2008 to 2018. Patients were identified through International Classification of Diseases, Ninth Revision (ICD-9) and Tenth Revision (ICD-10) codes and nutritional supplement utilisation via hospital charge codes. The primary outcome was hospital length of stay. Secondary outcomes included infectious complications, hospital mortality, ICU admission, and costs. Propensity matching (1:1) and univariable analysis were performed. RESULTS: Overall, 160 151 hip/femur fracture surgeries were identified with a coded-malnutrition prevalence of 8.7%. Early postoperative nutritional supplementation (by hospital day 1) occurred in 1.9% of all patients and only 4.9% of malnourished patients. Propensity score matching demonstrated early nutritional supplements were associated with significantly shorter length of stay (5.8 [6.6] days vs 7.6 [5.8] days; P<0.001) without increasing hospital costs. No association was observed between early nutritional supplementation and secondary outcomes. CONCLUSION: Malnutrition is underdiagnosed in hip/femur fracture patients, and nutritional supplementation is underutilised. Early nutritional supplementation was associated with a significantly shorter hospital stay without an increase in costs. Nutritional supplementation in malnourished hip/femur fracture patients could serve as a key target for perioperative quality improvement.

Racial and Ethnic Differences in Health Care Utilization Following Severe Acute Brain Injury in the United States.

OBJECTIVE: To examine racial and ethnic differences in the utilization of 3 interventions (tracheostomy placement, gastrostomy tube placement, and hospice utilization) among patients with severe acute brain injury (SABI). DESIGN: Retrospective cohort study. SETTING: Data from the National Inpatient Sample, from 2002 to 2012. PATIENTS: Adult patients with SABI defined as a primary diagnosis of stroke, traumatic brain injury, or post-cardiac arrest who received greater than 96 hours of mechanical ventilation. EXPOSURE: Race/ethnicity, stratified into 5 categories (white, black, Hispanic, Asian, and other). MEASUREMENTS AND MAIN RESULTS: Data from 86 246 patients were included in the cohort, with a mean (standard deviation) age of 60 (18) years. In multivariable analysis, compared to white patients, black patients had an 20% increased risk of tracheostomy utilization (relative risk [RR]: 1.20, 95% CI: 1.16-1.24, P < .001), Hispanic patients had a 10% increased risk (RR: 1.10, 95% CI: 1.06-1.14, P < .001), Asian patients had an 8% increased risk (RR: 1.08, 95% CI: 1.01-1.16, P = .02), and other race patients had an 10% increased risk (RR: 1.10, 95% CI: 1.04-1.16, P < .001). A similar relationship was observed for gastrostomy utilization. In multivariable analysis, compared to white patients, black patients had a 25% decreased risk of hospice discharge (RR: 0.75, 95% CI: 0.67-0.85, P < .001), Hispanic patients had a 20% decreased risk (RR: 0.80, 95% CI: 0.69-0.94, P < .01), and Asian patients had a 47% decreased risk (RR: 0.53, 95% CI: 0.39-0.73, P < .001). There was no observed relationship between race/ethnicity and in-hospital mortality. CONCLUSIONS: Minority race was associated with increased utilization of tracheostomy and gastrostomy, as well as decreased hospice utilization among patients with SABI. Further research is needed to better understand the mechanisms underlying these race-based differences in critical care.

Echocardiogram Utilization Patterns and Association With Mortality Following Severe Traumatic Brain Injury.

BACKGROUND: Severe traumatic brain injury (TBI) can result in left ventricular dysfunction, which can lead to hypotension and secondary brain injuries. Although echocardiography is often used to examine cardiovascular function in multiple clinical settings, its use and association with outcomes following severe TBI are not known. To address this gap, we used the National Trauma Data Bank (NTDB) to describe utilization patterns of echocardiography and examine its association with mortality following severe TBI. METHODS: A retrospective cohort study was conducted using a large administrative trauma registry maintained by the NTDB from 2007 to 2014. Patients >18 years with isolated severe TBI, and without concurrent severe polytrauma, were included in the study. We examined echocardiogram utilization patterns (including overall utilization, factors associated with utilization, and variation in utilization) and the association of echocardiography utilization with hospital mortality, using multivariable logistic regression models. RESULTS: Among 47,808 patients, echocardiogram was utilized as part of clinical care in 2548 patients (5.3%). Clinical factors including vascular comorbidities and hemodynamic instability were associated with increased use of echocardiograms. Nearly half (46.0%, 95% confidence interval [CI], 40.3%-51.7%) of the variation in echocardiogram utilization was explained at the individual hospital level, above and beyond patient and injury factors. Exposure to an echocardiogram was associated with decreased odds of in-hospital mortality following severe TBI (adjusted odds ratio [OR] = 0.77; 95% CI, 0.69-0.87; P < .001). CONCLUSIONS: Echocardiogram utilization following severe TBI is relatively low, with wide variation in use at the hospital level. The association with decreased in-hospital mortality suggests that the information derived from echocardiography may be relevant to improving patient outcomes but will require confirmation in further prospective studies.

Race and Insurance Status as Predictors of Bicycle Trauma Outcome in Adults.

BACKGROUND: Race and insurance status have been shown to predict outcomes in pediatric bicycle traumas. It is unknown how these factors influence outcomes in adult bicycle traumas. This study aims to evaluate the association, if any, between race and insurance status with mortality in adults. METHODS: This retrospective cohort study used the National Trauma Data Bank Research Data Set for the years 2013-2015. Multivariate logistic regression models were used to determine the independent association between patient race and insurance status on helmet use and on outcomes after hospitalization for bicycle-related injury. These models adjusted for demographic factors and comorbid variables. When examining the association between race and insurance status with outcomes after hospitalization, injury characteristics were also included. RESULTS: A study population of 45,063 met the inclusion and exclusion criteria. Multivariate regression demonstrated that black adults and Hispanic adults were significantly less likely to be helmeted at the time of injury than white adults [adjusted odds ratio of helmet use for blacks 0.25 (95% CI 0.22-0.28) and for Hispanics 0.33 (95% CI 0.30-0.36) versus whites]. Helmet usage was also independently associated with insurance status, with Medicare-insured patients [AOR 0.51 (95% CI 0.47-0.56) versus private-insured patients], Medicaid-insured patients [AOR 0.18 (95% CI 0.17-0.20)], and uninsured patients [AOR 0.29 (95% CI 0.27-0.32)] being significantly less likely to be wearing a helmet at the time of injury compared with private-insured patients. Although patient race was not independently associated with hospital mortality among adult bicyclists, we found that uninsured patients had significantly higher odds of mortality [AOR 2.02 (AOR 1.31-3.12)] compared with private-insured patients. CONCLUSIONS: Minorities and underinsured patients are significantly less likely to be helmeted at the time of bicycle-related trauma when compared with white patients and those with private insurance. Public health efforts to improve the utilization of helmets during bicycling should target these subpopulations.

Associations Between Perioperative Crystalloid Volume and Adverse Outcomes in Five Surgical Populations.

BACKGROUND: Optimal administration of fluids is an important part of enhanced recovery after surgery (ERAS) protocols. We sought to examine the relationship between perioperative crystalloid volume and adverse outcomes in five common types of surgical procedures with ERAS fluid guidelines in place where large randomized controlled trials have not been conducted: breast reconstruction, bariatric, major urologic, gynoncologic, and head and neck oncologic procedures. METHODS: This retrospective cohort study included patients who had undergone any one of the aforementioned procedures within any facility in a large multihospital alliance (Premier, Inc, Charlotte, NC) between 2008 and 2014. We used multivariable generalized additive models to examine relationships between the total crystalloid volume (TCV) on the day of surgery and a composite adverse outcome of prolonged (>75th percentile) hospital or intensive care unit stay or in-hospital mortality. Models were constructed separately within each surgical category and adjusted for demographic, clinical, and hospital characteristics. Informed consent requirements were waived because deidentified data were used. RESULTS: We identified 83,685 patients within 312 US hospitals undergoing breast reconstruction (n = 8738), bariatric surgery (n = 8067), major urologic surgery (n = 28,654), gynoncologic surgery (n = 34,559), and head/neck oncology surgery (n = 3667). There was significant patient-independent variation in TCV. Probabilities of adverse outcomes increased at a TCV below 3 L and above 6 L for all types of surgeries except bariatric surgery, where larger volumes were associated with progressively better outcomes. CONCLUSIONS AND RELEVANCE: Relationships between TCV and adverse outcomes were generally J shaped with higher volumes (>6 L) associated with increased risk. As per current ERAS guidelines, it is important to avoid excessive crystalloid volume in most surgical procedures except for bariatric surgery.

The Impact of Nonsteroidal Anti-inflammatory Drugs on Older Adult Trauma Patients With Hip Fractures.

BACKGROUND: Nonsteroidal anti-inflammatory drug (NSAID) use is frequently recommended for multimodal analgesia to reduce opioid use. We hypothesized that increased NSAID utilization will decrease opioid requirements without leading to significant complications in older adult trauma patients undergoing hip fracture repair. METHODS: An observational cross-sectional cohort study of 190,057 adult trauma patients over a 6-y period (2008-2014) in the national Premier Healthcare Database was performed. Patients aged 65 or older undergoing femur repair and hip arthroplasty following fractures due to falls were analyzed. Primary outcome was opioid use, and secondary outcomes included transfusion requirements, length of stay (LOS), and organ system dysfunction. Continuous outcomes were analyzed using mixed-effect linear regression models to assess the effect of NSAIDs on the day of surgery. Fixed effects were included for patient and hospital characteristics, comorbidities, co-treatments, and surgery. Random intercepts for each hospital were included to control for clustering. Categorical outcomes were similarly analyzed using mixed-effect logistic regression models. RESULTS: NSAIDs decreased opioids prescribed (12.01 versus 11.43 morphine milligram equivalents) (odds ratio [OR], -0.23; confidence interval [CI] = -0.41, -0.06) without overall increased bleeding (40.83% versus 43.18%; OR, 1.02; CI = 0.99, 1.05). NSAIDs were associated with reduced LOS (5.61 versus 5.96 d; CI = -0.24, -0.12), intensive care unit admissions (9.73% versus 10.59%; OR, 0.91; CI = 0.86, 0.96), and pulmonary complications (OR, 0.88; CI = 0.83, 0.93). Additionally, there was a 21% prescribing variability based solely on hospital. CONCLUSIONS: NSAIDs were associated with decreased opioid requirements, hospital LOS, and intensive care unit admissions in older adult trauma patients without overall increase in bleeding. NSAIDs should be considered in multimodal pain regimens, moreover, given prescribing variability guidelines are needed. LEVEL OF EVIDENCE: Level III, Prognostic.

Socioeconomic Status Affects Outcomes After Severity-Stratified Traumatic Brain Injury.

BACKGROUND: Socioeconomic status (SES) and race have been shown to increase the incidence of being afflicted by a traumatic brain injury (TBI) resulting in worse posthospitalization outcomes. The goal of this study was to determine the effect disparities have on in-hospital mortality, discharge to inpatient rehabilitation, hospital length of stay (LOS), and TBI procedures performed stratified by severity of TBI. METHODS: This was a retrospective cohort study of patients with closed head injuries using the National Trauma Data Bank (2012-2015). Multivariate logistic/linear regression models were created to determine the impact of race and insurance status in groups graded by head Abbreviated Injury Scale (AIS). RESULTS: We analyzed 131,461 TBI patients from NTDB. Uninsured patients experienced greater mortality at an AIS of 5 (odds ratio [OR] = 1.052, P = 0.001). Uninsured patients had a decreased likelihood of being discharged to inpatient rehabilitation with an increasing AIS beginning from an AIS of 2 (OR = 0.987, P = 0.008) to an AIS of 5 (OR = 0.879, P < 0.001). Black patients had an increased LOS as their AIS increased from an AIS of 2 (0.153 d, P < 0.001) to 5 (0.984 d, P < 0.001) with the largest discrepancy in LOS occurring at an AIS of 5. CONCLUSIONS: Disparities in race and SES are associated with differences in mortality, LOS, and discharge to inpatient rehabilitation. Patients with more severe TBI have the greatest divergence in treatment and outcome when stratified by race and ethnicity as well as SES.

The Impact of Race and Socioeconomic Status on Treatment and Outcomes of Blunt Splenic Injury.

BACKGROUND: Racial, ethnic, and socioeconomic disparities have been shown to exist in trauma patients. Management of blunt splenic injuries (BSIs) can include splenectomy, embolization, or nonoperative management. This study assesses the effect of race and insurance status on outcomes in patients after blunt splenic trauma. METHODS: The National Trauma Data Bank was used to study patients aged 15-89 y with BSIs from 2013 to 2015. Patients with abbreviated injury scores greater than two in nonabdominal areas, excluding extremities, were eliminated, as were patients with other concomitant abdominal injuries requiring repair. Variables of interest were compared across groups using chi-square tests, and those with significant associations were used in multivariate regression models for each outcome. RESULTS: We analyzed 13,537 BSI patients. Uninsured patients had increased odds of mortality, more splenic operations, and were less likely to have nonoperative management (P < 0.001). Uninsured patients were also twice as likely to be discharged home and three times as likely to leave against medical advice (P < 0.001). African Americans and Hispanics had higher mortality (odds ratio [OR] 2.03, CI 1.34-3.08; OR 1.58, CI 1.03-2.44, respectively). African Americans had more splenic operations (OR 1.33, CI 1.08-1.64) and were 60% less likely to receive angioembolization (CI 0.41-0.84). Hispanics had fewer splenic operations (OR 0.79, CI 0.63-0.98). CONCLUSIONS: Noteworthy differences exist in the management of splenic trauma patients based on race/ethnicity and socioeconomic status, despite controlling for demographics and injury characteristics. Insurance status and race likely affect surgical treatment plans and mortality, particularly for uninsured, black, and Hispanic patients, but further research is needed to identify the root cause of these disparities.