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Full-Text Articles in Trauma

Utility Of Revised Risk Analysis Index As A Predictor Of Mortality And Morbidity In Orthopaedic Trauma., Chirag Soni, Victor Koltenyuk, Nithin Gupta, Haad A Arif, Aruni Areti, Taylor Manes, Luke A Lopas, Jan P Szatkowski, Christian A Bowers, Benjamin C Taylor, Jack W Weick Jun 2025

Utility Of Revised Risk Analysis Index As A Predictor Of Mortality And Morbidity In Orthopaedic Trauma., Chirag Soni, Victor Koltenyuk, Nithin Gupta, Haad A Arif, Aruni Areti, Taylor Manes, Luke A Lopas, Jan P Szatkowski, Christian A Bowers, Benjamin C Taylor, Jack W Weick

Trauma and Acute Care Articles

OBJECTIVES: The aim of this study was to determine the applicability of the Revised Risk Analysis Index (RAI-Rev) in orthopaedic trauma and compare the predictive discrimination for the RAI-Rev and the 5-Item Modified Frailty Index (mFI-5) for 30-day postoperative outcomes.

DESIGN: This is a retrospective cohort study.

SETTING: The American College of Surgeons National Surgical Quality Improvement database was used.

PATIENT SELECTION: All patients aged 18 or older who underwent surgical treatment for forearm, humerus, pelvis, acetabulum, femur, tibia, and hindfoot fractures from 2015 to 2020 were included.

OUTCOME: 30-day postoperative mortality, major complications, and wound complications consisting of surgical …


Adverse Prehospital Events And Outcomes After Traumatic Brain Injury, Amelia W Maiga, Hsing-Hua Sylvia Lin, Stephen R Wisniewski, Joshua B Brown, Ernest E Moore, Martin A Schreiber, Bellal Joseph, Chad T Wilson, Bryan A Cotton, Daniel G Ostermayer, Brian G Harbrecht, Mayur B Patel, Jason L Sperry, Francis X Guyette, Henry E Wang Jan 2025

Adverse Prehospital Events And Outcomes After Traumatic Brain Injury, Amelia W Maiga, Hsing-Hua Sylvia Lin, Stephen R Wisniewski, Joshua B Brown, Ernest E Moore, Martin A Schreiber, Bellal Joseph, Chad T Wilson, Bryan A Cotton, Daniel G Ostermayer, Brian G Harbrecht, Mayur B Patel, Jason L Sperry, Francis X Guyette, Henry E Wang

Faculty, Staff and Student Publications

Importance: While national guidelines recommend avoidance of hypoxia, hypotension, and hypocarbia in the prehospital care of traumatic brain injury (TBI), limited data validate the association of these adverse physiologic events with TBI outcomes.

Objective: To validate the associations of prehospital hypoxia, hypotension, and hypocarbia with TBI outcomes in a US national trauma network.

Design, setting, and participants: This cohort study examined data from 8 level I trauma centers and their affiliated ground and air emergency medical services (EMS) agencies in the Linking Investigations in Trauma and Emergency Services (LITES) Network from January 1, 2017, to June 30, 2021. Adult patients …


Mean Arterial Pressure (Map) Augmentation In Traumatic Spinal Cord Injuries: Early Hyperperfusion Treatment Influences Neurologic Outcomes., Aimee K Lariccia, Kimberly Sperwer, Michael L Lieber, M Chance Spalding Nov 2024

Mean Arterial Pressure (Map) Augmentation In Traumatic Spinal Cord Injuries: Early Hyperperfusion Treatment Influences Neurologic Outcomes., Aimee K Lariccia, Kimberly Sperwer, Michael L Lieber, M Chance Spalding

Trauma and Acute Care Articles

Context: Hyperperfusion therapy, mean arterial blood pressure (MAP) > 85 mmHg, is a recommended treatment of blunt traumatic spinal cord injury (SCI). We hypothesized the first 24 h of MAP augmentation would be most influential on neurological outcomes.Design: This retrospective study from a level 1 urban trauma center dating 1/2017 to 12/2019 included all blunt traumatic spinal cord injured patients receiving hyperperfusion therapy. Patients were grouped as "No improvement" vs "Improvement" measured by change in American Spinal Injury Association (ASIA) score during their hospitalization. MAP values for the first 12, first 24 and last 72 h were compared between the …


African American Patients Have A Higher Probability Of Cognitive Impairment After Incident Stroke: An Analysis Of National Electronic Health Record Data, Alicia Zha, Chenguang Zhang, Gen Zhu, Xinran Huang, Sahar Anjum, Yashar Talebi, Sean Savitz, Hulin Wu Aug 2024

African American Patients Have A Higher Probability Of Cognitive Impairment After Incident Stroke: An Analysis Of National Electronic Health Record Data, Alicia Zha, Chenguang Zhang, Gen Zhu, Xinran Huang, Sahar Anjum, Yashar Talebi, Sean Savitz, Hulin Wu

Faculty, Staff and Student Publications

Background: Cognitive impairment (CI) and stroke are diseases with significant disparities in race and geography. Post stroke cognitive impairment (PSCI) can be as high as 15-70 % but few studies have utilized large administrative or electronic health records (EHR) to evaluate trends in PSCI. We utilized an EHR database to evaluate for disparities in PSCI in a large sample of patients after first recorded stroke to evaluate for disparities in race.

Methods: This is a retrospective cohort analysis of Cerner Health Facts® EHR database, which is comprised of EHR data from hundreds of hospitals/clinics in the US from 2009-2018. We …


Association Between Participation And Satisfaction With Life Over Time In Older Adults With Traumatic Brain Injury: A Tbi Model Systems Study, Zinat Taiwo, Angelle M Sander, Shannon B Juengst, Xiangyi Liu, Luis Leon Novelo, Flora M Hammond, Therese M O'Neil-Pirozzi, Paul B Perrin, Nicholas Gut Jul 2024

Association Between Participation And Satisfaction With Life Over Time In Older Adults With Traumatic Brain Injury: A Tbi Model Systems Study, Zinat Taiwo, Angelle M Sander, Shannon B Juengst, Xiangyi Liu, Luis Leon Novelo, Flora M Hammond, Therese M O'Neil-Pirozzi, Paul B Perrin, Nicholas Gut

Faculty, Staff and Student Publications

Objective: To examine the association between participation and satisfaction with life at 1, 2, 5, and 10 years after traumatic brain injury (TBI) in older adults.

Setting: Community.

Participants: Participants ( N = 2362) who sustained complicated mild to severe TBI, requiring inpatient rehabilitation, at age 60 years or older and had follow-up data on participation and satisfaction with life for at least 1 follow-up time point across 1, 2, 5, and 10 years. Age at each time period was categorized as 60 to 64 years, 65 to 75 years, and 75 years or older.

Design: Secondary data analysis of …


Treatments Perceived To Be Helpful For Neuropathic Pain After Traumatic Spinal Cord Injury: A Multicenter Cross-Sectional Survey Study, Thomas N Bryce, Chung-Ying Tsai, Andrew D Delgado, Sara J Mulroy, Abigail Welch, Diana D Cardenas, Heather B Taylor, Elizabeth R Felix May 2024

Treatments Perceived To Be Helpful For Neuropathic Pain After Traumatic Spinal Cord Injury: A Multicenter Cross-Sectional Survey Study, Thomas N Bryce, Chung-Ying Tsai, Andrew D Delgado, Sara J Mulroy, Abigail Welch, Diana D Cardenas, Heather B Taylor, Elizabeth R Felix

Faculty, Staff and Student Publications

DESIGN: Cross-sectional survey.

OBJECTIVE: To evaluate the perceived helpfulness of pharmacological and non-pharmacological interventions and their combinations for neuropathic pain (NeuP) and subcategories of NeuP after spinal cord injury (SCI).

SETTING: Six Spinal Cord Injury Model System Centers.

METHODS: Three hundred ninety one individuals at least one year post traumatic SCI were enrolled. A telephone survey was conducted to determine the pharmacologic and non-pharmacologic treatments used in the last 12 months for each participant's three worst pains, whether these treatments were "helpful", and if currently used, each treatments' effectiveness.

RESULTS: Two hundred twenty participants (56%) reported 354 distinct NeuPs. Pharmacological …


Examining The Effect Of Genes On Depression As Mediated By Smoking And Modified By Sex, Kirsten Voorhies, Julian Hecker, Sanghun Lee, Georg Hahn, Dmitry Prokopenko, Merry-Lynn Mcdonald, Alexander C Wu, Ann Wu, John E Hokanson, Michael H Cho, Christoph Lange, Karin F Hoth, Sharon M Lutz Apr 2024

Examining The Effect Of Genes On Depression As Mediated By Smoking And Modified By Sex, Kirsten Voorhies, Julian Hecker, Sanghun Lee, Georg Hahn, Dmitry Prokopenko, Merry-Lynn Mcdonald, Alexander C Wu, Ann Wu, John E Hokanson, Michael H Cho, Christoph Lange, Karin F Hoth, Sharon M Lutz

Faculty, Staff and Student Publications

Depression is heritable, differs by sex, and has environmental risk factors such as cigarette smoking. However, the effect of single nucleotide polymorphisms (SNPs) on depression through cigarette smoking and the role of sex is unclear. In order to examine the association of SNPs with depression and smoking in the UK Biobank with replication in the COPDGene study, we used counterfactual-based mediation analysis to test the indirect or mediated effect of SNPs on broad depression through the log of pack-years of cigarette smoking, adjusting for age, sex, current smoking status, and genetic ancestry (via principal components). In secondary analyses, we adjusted …


The Relationship Of Health Literacy To Health Outcomes Among Individuals With Traumatic Brain Injury: A Traumatic Brain Injury Model Systems Study, Monique R Pappadis, Angelle M Sander, Shannon B Juengst, Luis Leon-Novelo, Esther Ngan, Kathleen R Bell, John D Corrigan, Simon Driver, Laura E Dreer, Anthony H Lequerica Mar 2024

The Relationship Of Health Literacy To Health Outcomes Among Individuals With Traumatic Brain Injury: A Traumatic Brain Injury Model Systems Study, Monique R Pappadis, Angelle M Sander, Shannon B Juengst, Luis Leon-Novelo, Esther Ngan, Kathleen R Bell, John D Corrigan, Simon Driver, Laura E Dreer, Anthony H Lequerica

Faculty, Staff and Student Publications

OBJECTIVE: To examine the associations between health literacy and health outcomes among individuals with traumatic brain injury (TBI) at least a year post-injury.

SETTING: Community following discharge from inpatient rehabilitation.

PARTICIPANTS: A total of 205 individuals with complicated mild to severe TBI who completed a TBI Model Systems National Database follow-up interview and a web-based health literacy measure.

DESIGN: A multicenter, cross-sectional, observational study.

MAIN MEASURES: The Health Literacy Assessment Using Talking Touchscreen Technology (Health LiTT), number of comorbid conditions (Medical and Mental Health Comorbidities Interview [MMHCI]), perceived physical and mental health (PROMIS Global Physical and Mental Health subscales), Patient …


Early And Empirical High-Dose Cryoprecipitate For Hemorrhage After Traumatic Injury: The Cryostat-2 Randomized Clinical Trial, Ross Davenport, Nicola Curry, Erin E Fox, Helen Thomas, Joanne Lucas, Amy Evans, Shaminie Shanmugaranjan, Rupa Sharma, Alison Deary, Antoinette Edwards, Laura Green, Charles E Wade, Jonathan R Benger, Bryan A Cotton, Simon J Stanworth, Karim Brohi, Cryostat-2 Principal Investigators Nov 2023

Early And Empirical High-Dose Cryoprecipitate For Hemorrhage After Traumatic Injury: The Cryostat-2 Randomized Clinical Trial, Ross Davenport, Nicola Curry, Erin E Fox, Helen Thomas, Joanne Lucas, Amy Evans, Shaminie Shanmugaranjan, Rupa Sharma, Alison Deary, Antoinette Edwards, Laura Green, Charles E Wade, Jonathan R Benger, Bryan A Cotton, Simon J Stanworth, Karim Brohi, Cryostat-2 Principal Investigators

Faculty, Staff and Student Publications

IMPORTANCE: Critical bleeding is associated with a high mortality rate in patients with trauma. Hemorrhage is exacerbated by a complex derangement of coagulation, including an acute fibrinogen deficiency. Management is fibrinogen replacement with cryoprecipitate transfusions or fibrinogen concentrate, usually administered relatively late during hemorrhage.

OBJECTIVE: To assess whether survival could be improved by administering an early and empirical high dose of cryoprecipitate to all patients with trauma and bleeding that required activation of a major hemorrhage protocol.

DESIGN, SETTING, AND PARTICIPANTS: CRYOSTAT-2 was an interventional, randomized, open-label, parallel-group controlled, international, multicenter study. Patients were enrolled at 26 UK and US …


Vagus Nerve Stimulation Paired With Rehabilitation For Upper Limb Motor Impairment And Function After Chronic Ischemic Stroke: Subgroup Analysis Of The Randomized, Blinded, Pivotal, Vns-Rehab Device Trial, Jesse Dawson, Navzer D Engineer, Steven C Cramer, Steven L Wolf, Rushna Ali, Michael W O'Dell, David Pierce, Cecília N Prudente, Jessica Redgrave, Wuwei Feng, Charles Y Liu, Gerard E Francisco, Benjamin L Brown, Anand Dixit, Jen Alexander, Louis Demark, Vibor Krishna, Steven A Kautz, Arshad Majid, Brent Tarver, Duncan L Turner, Teresa J Kimberley Jun 2023

Vagus Nerve Stimulation Paired With Rehabilitation For Upper Limb Motor Impairment And Function After Chronic Ischemic Stroke: Subgroup Analysis Of The Randomized, Blinded, Pivotal, Vns-Rehab Device Trial, Jesse Dawson, Navzer D Engineer, Steven C Cramer, Steven L Wolf, Rushna Ali, Michael W O'Dell, David Pierce, Cecília N Prudente, Jessica Redgrave, Wuwei Feng, Charles Y Liu, Gerard E Francisco, Benjamin L Brown, Anand Dixit, Jen Alexander, Louis Demark, Vibor Krishna, Steven A Kautz, Arshad Majid, Brent Tarver, Duncan L Turner, Teresa J Kimberley

Faculty, Staff and Student Publications

BACKGROUND: Vagus Nerve Stimulation (VNS) paired with rehabilitation improved upper extremity impairment and function in a recent pivotal, randomized, triple-blind, sham-controlled trial in people with chronic arm weakness after stroke.

OBJECTIVE: We aimed to determine whether treatment effects varied across candidate subgroups, such as younger age or less injury.

METHODS: Participants were randomized to receive rehabilitation paired with active VNS or rehabilitation paired with sham stimulation (Control). The primary outcome was the change in impairment measured by the Fugl-Meyer Assessment Upper Extremity (FMA-UE) score on the first day after completion of 6-weeks in-clinic therapy. We explored the effect of VNS …


Aging After Stroke: How To Define Post-Stroke Sarcopenia And What Are Its Risk Factors?, Sheng Li, Javier Gonzalez-Buonomo, Jaskiran Ghuman, Xinran Huang, Aila Malik, Nuray Yozbatiran, Elaine Magat, Gerard E Francisco, Hulin Wu, Walter R Frontera Oct 2022

Aging After Stroke: How To Define Post-Stroke Sarcopenia And What Are Its Risk Factors?, Sheng Li, Javier Gonzalez-Buonomo, Jaskiran Ghuman, Xinran Huang, Aila Malik, Nuray Yozbatiran, Elaine Magat, Gerard E Francisco, Hulin Wu, Walter R Frontera

Faculty, Staff and Student Publications

BACKGROUND: Sarcopenia, generally described as "aging-related loss of skeletal muscle mass and function", can occur secondary to a systemic disease.

AIM: This project aimed to study the prevalence of sarcopenia in chronic ambulatory stroke survivors and its associated risk factors using the two most recent diagnostic criteria.

DESIGN: A cross-sectional observational study.

SETTING: A scientific laboratory.

POPULATION: Chronic stroke.

METHODS: Twenty-eight ambulatory chronic stroke survivors (12 females; mean age=57.8±11.8 years; time after stroke=76±45 months), hand-grip strength, gait speed, and appendicular skeletal muscle mass (ASM) were measured to define sarcopenia. Risk factors, including motor impairment and spasticity, were identified using regression …


Aging After Stroke: How To Define Post-Stroke Sarcopenia And What Are Its Risk Factors?, Sheng Li, Javier Gonzalez-Buonomo, Jaskiran Ghuman, Xinran Huang, Aila Malik, Nuray Yozbatiran, Elaine Magat, Gerard E Francisco, Hulin Wu, Walter R Frontera Oct 2022

Aging After Stroke: How To Define Post-Stroke Sarcopenia And What Are Its Risk Factors?, Sheng Li, Javier Gonzalez-Buonomo, Jaskiran Ghuman, Xinran Huang, Aila Malik, Nuray Yozbatiran, Elaine Magat, Gerard E Francisco, Hulin Wu, Walter R Frontera

Faculty, Staff and Student Publications

BACKGROUND: Sarcopenia, generally described as "aging-related loss of skeletal muscle mass and function", can occur secondary to a systemic disease.

AIM: This project aimed to study the prevalence of sarcopenia in chronic ambulatory stroke survivors and its associated risk factors using the two most recent diagnostic criteria.

DESIGN: A cross-sectional observational study.

SETTING: A scientific laboratory.

POPULATION: Chronic stroke.

METHODS: Twenty-eight ambulatory chronic stroke survivors (12 females; mean age=57.8±11.8 years; time after stroke=76±45 months), hand-grip strength, gait speed, and appendicular skeletal muscle mass (ASM) were measured to define sarcopenia. Risk factors, including motor impairment and spasticity, were identified using regression …


Attitudes Among Healthcare Professionals Towards Cardiopulmonary Resuscitation During Covid-19., Safinaz Al-Shiakh, Quincy K Tran, Amy Caggiula, Ivan Berezowski, Basma Barnawi, Ali Pourmand Feb 2022

Attitudes Among Healthcare Professionals Towards Cardiopulmonary Resuscitation During Covid-19., Safinaz Al-Shiakh, Quincy K Tran, Amy Caggiula, Ivan Berezowski, Basma Barnawi, Ali Pourmand

Emergency Medicine Faculty Publications

No abstract provided.


Posttraumatic Stress Symptom Clusters Differentially Predict Late Positive Potential To Cocaine Imagery Cues In Trauma-Exposed Adults With Cocaine Use Disorder, Heather E Webber, Danielle A Kessler, Emma C Lathan, Margaret C Wardle, Charles E Green, Joy M Schmitz, Scott D Lane, Anka A Vujanovic Oct 2021

Posttraumatic Stress Symptom Clusters Differentially Predict Late Positive Potential To Cocaine Imagery Cues In Trauma-Exposed Adults With Cocaine Use Disorder, Heather E Webber, Danielle A Kessler, Emma C Lathan, Margaret C Wardle, Charles E Green, Joy M Schmitz, Scott D Lane, Anka A Vujanovic

Faculty, Staff and Student Publications

BACKGROUND: While studies have investigated the effects of posttraumatic stress disorder (PTSD) symptoms on substance use, information on these associations in the context of drug cue reactivity is lacking, which can provide meaningful information about risk for relapse. The current study assessed the associations between PTSD symptom clusters and reactivity to cues in trauma-exposed adults with cocaine use disorder.

METHODS: We recorded electroencephalogram on 52 trauma-exposed participants (M

RESULTS: Linear mixed modeling indicated that higher NACM symptomatology was associated with higher LPPs to cocaine cues and higher arousal/reactivity was associated with lower LPPs to cocaine cues.

CONCLUSIONS: These results highlight …


A Pilot Clinical Trial Of Recombinant Human Angiotensin-Converting Enzyme 2 In Acute Respiratory Distress Syndrome., Akram Khan, Cody Benthin, Brian Zeno, Timothy E Albertson, John Boyd, Jason D Christie, Richard Hall, Germain Poirier, Juan J Ronco, Mark Tidswell, Kelly Hardes, William M Powley, Tracey J Wright, Sarah K Siederer, David A Fairman, David A Lipson, Andrew I Bayliffe, Aili L Lazaar Sep 2017

A Pilot Clinical Trial Of Recombinant Human Angiotensin-Converting Enzyme 2 In Acute Respiratory Distress Syndrome., Akram Khan, Cody Benthin, Brian Zeno, Timothy E Albertson, John Boyd, Jason D Christie, Richard Hall, Germain Poirier, Juan J Ronco, Mark Tidswell, Kelly Hardes, William M Powley, Tracey J Wright, Sarah K Siederer, David A Fairman, David A Lipson, Andrew I Bayliffe, Aili L Lazaar

Trauma and Acute Care Articles

BACKGROUND: Renin-angiotensin system (RAS) signaling and angiotensin-converting enzyme 2 (ACE2) have been implicated in the pathogenesis of acute respiratory distress syndrome (ARDS). We postulated that repleting ACE2 using GSK2586881, a recombinant form of human angiotensin-converting enzyme 2 (rhACE2), could attenuate acute lung injury.

METHODS: We conducted a two-part phase II trial comprising an open-label intrapatient dose escalation and a randomized, double-blind, placebo-controlled phase in ten intensive care units in North America. Patients were between the ages of 18 and 80 years, had an American-European Consensus Criteria consensus diagnosis of ARDS, and had been mechanically ventilated for less than 72 h. …


Webpoisoncontrol: Can Poison Control Be Automated?, Toby Litovitz, Blaine E Benson, Susan Smolinske Aug 2016

Webpoisoncontrol: Can Poison Control Be Automated?, Toby Litovitz, Blaine E Benson, Susan Smolinske

Emergency Medicine Faculty Publications

BACKGROUND: A free webPOISONCONTROL app allows the public to determine the appropriate triage of poison ingestions without calling poison control. If accepted and safe, this alternative expands access to reliable poison control services to those who prefer the Internet over the telephone. This study assesses feasibility, safety, and user-acceptance of automated online triage of asymptomatic, nonsuicidal poison ingestion cases.

METHODS: The user provides substance name, amount, age, and weight in an automated online tool or downloadable app, and is given a specific triage recommendation to stay home, go to the emergency department, or call poison control for further guidance. Safety …


Self-Reported Head Injury And Risk Of Late-Life Impairment And Ad Pathology In An Ad Center Cohort, Erin L. Abner, Peter T. Nelson, Frederick A. Schmitt, Steven R. Browning, David W. Fardo, Lijie Wan, Gregory A. Jicha, Gregory E. Cooper, Charles D. Smith, Allison M. Caban-Holt, Linda J. Van Eldik, Richard J. Kryscio Jun 2014

Self-Reported Head Injury And Risk Of Late-Life Impairment And Ad Pathology In An Ad Center Cohort, Erin L. Abner, Peter T. Nelson, Frederick A. Schmitt, Steven R. Browning, David W. Fardo, Lijie Wan, Gregory A. Jicha, Gregory E. Cooper, Charles D. Smith, Allison M. Caban-Holt, Linda J. Van Eldik, Richard J. Kryscio

Sanders-Brown Center on Aging Faculty Publications

Aims: To evaluate the relationship between self-reported head injury and cognitive impairment, dementia, mortality, and Alzheimer's disease (AD)-type pathological changes. Methods: Clinical and neuropathological data from participants enrolled in a longitudinal study of aging and cognition (n = 649) were analyzed to assess the chronic effects of self-reported head injury. Results: The effect of self-reported head injury on the clinical state depended on the age at assessment: for a 1-year increase in age, the OR for the transition to clinical mild cognitive impairment (MCI) at the next visit for participants with a history of head injury was 1.21 and 1.34 …


Association Between Hospitals Caring For A Disproportionately High Percentage Of Minority Trauma Patients And Increased Mortality: A Nationwide Analysis Of 434 Hospitals., Adil H. Haider, Sharon Ong'uti, David T. Efron, Tolulope A. Oyetunji, Marie L. Crandall, Valerie K. Scott, Elliott R. Haut, Eric B. Schneider, Neil R. Powe, Lisa A. Cooper, Edward E. Cornwell Jan 2012

Association Between Hospitals Caring For A Disproportionately High Percentage Of Minority Trauma Patients And Increased Mortality: A Nationwide Analysis Of 434 Hospitals., Adil H. Haider, Sharon Ong'uti, David T. Efron, Tolulope A. Oyetunji, Marie L. Crandall, Valerie K. Scott, Elliott R. Haut, Eric B. Schneider, Neil R. Powe, Lisa A. Cooper, Edward E. Cornwell

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: To determine whether there is an increased odds of mortality among trauma patients treated at hospitals with higher proportions of minority patients (ie, black and Hispanic patients combined).

DESIGN: Hospitals were categorized on the basis of the percentage of minority patients admitted with trauma. The adjusted odds of in-hospital mortality were compared between hospitals with less than 25% of patients who were minorities (the reference group) and hospitals with 25% to 50% of patients who were minorities and hospitals with more than 50% of patients who were minorities. Multivariate logistic regression (with generalized linear modeling and a cluster-correlated robust …