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INTRODUCTION: Calcium is required for coagulation, cardiac output, and peripheral vascular resistance. Between 85% and 94% of trauma patients treated with massive blood transfusion develop hypocalcemia.1 The aim of this study is to evaluate the relationship between increased intravenous calcium administration during massive transfusion and improved survival of trauma patients. METHODS: We performed a retrospective analysis of trauma patients who received massive transfusion over a 2-y period. Doses of elemental calcium administered per unit of blood product transfused were calculated by calcium to blood product ratio (CBR). Chi-square test evaluated association between coagulopathy and 30-d mortality. Two-sample t-test evaluated association between CBR and coagulopathy. Bivariate regression analysis evaluated association between CBR and blood products transfused per patient. Multivariable logistic regression analysis, controlling for age, sex, coagulopathy, and Injury Severity Score evaluated the association between CBR and mortality. RESULTS: The study included 77 patients. Coagulopathy was associated with increased 30-d mortality (P < 0.05). Patients who survived had higher CBR than those who died (P < 0.05). CBR was associated with a significant reduction in total blood products transfused per patient (P < 0.05). CBR was not associated with coagulopathy (P = 0.24). Multivariable logistic regression analysis demonstrated that Injury Severity Score ≥16, coagulopathy and decreased CBR were significant predictors of mortality (P < 0.05). CBR above 50 mg was a predictor of survival (P < 0.05). CONCLUSIONS: Higher doses of calcium given per blood product transfused were associated with improved 30-d survival and decreased blood product transfusions.
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INTRODUCTION: Readmissions after a traumatic brain injury (TBI) can have severe impacts on long-term health outcomes as well as rehabilitation. The aim of this descriptive study was to analyze the Nationwide Readmissions Database to determine possible risk factors associated with readmission for patients who previously sustained a TBI. METHODS: This retrospective study used data from the Nationwide Readmissions Database to explore gender, age, injury severity score, comorbidities, index admission hospital size, discharge disposition of the patient, and cause for readmission for adults admitted with a TBI. Multivariable logistic regression was used to assess likelihood of readmission. RESULTS: There was a readmission rate of 28.7% (n = 31,757) among the study population. The primary cause of readmission was either subsequent injury or sequelae of the original injury (n = 8825; 29%) followed by circulatory (n = 5894; 19%) and nervous system issues (n = 2904; 9%). There was a significantly higher risk of being readmitted in males (Female odds ratio: 0.87; confidence interval [0.851-0.922), older patients (65-79: 32.3%; > 80: 37.1%), patients with three or more comorbidities (≥ 3: 32.9%), or in patients discharged to a skilled nursing facility/intermediate care facility/rehab (SNF/ICF/Rehab odds ratio: 1.55; confidence interval [0.234-0.262]). CONCLUSIONS: This study demonstrates a large proportion of patients are readmitted after sustaining a TBI. A significant number of patients are readmitted for subsequent injuries, circulatory issues, nervous system problems, and infections. Although readmissions cannot be completely avoided, defining at-risk populations is the first step of understanding how to reduce readmissions.
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Brain Injuries, Traumatic , Databases, Factual , Patient Readmission , Humans , Male , Patient Readmission/statistics & numerical data , Female , Brain Injuries, Traumatic/epidemiology , Brain Injuries, Traumatic/therapy , Retrospective Studies , Middle Aged , Adult , Aged , United States/epidemiology , Databases, Factual/statistics & numerical data , Risk Factors , Aged, 80 and over , Young Adult , Adolescent , ComorbidityABSTRACT
BACKGROUND: Traumatic injury is a leading cause of death and disability among US workers. Severe injuries are less subject to systematic ascertainment bias related to factors such as reporting barriers, inpatient admission criteria, and workers' compensation coverage. A state-based occupational health indicator (OHI #22) was initiated in 2012 to track work-related severe traumatic injury hospitalizations. After 2015, OHI #22 was reformulated to account for the transition from the International Classification of Diseases, 9th Revision, Clinical Modification (ICD-9-CM) to ICD-10-CM. This study describes rates and trends in OHI #22, alongside corresponding metrics for all work-related hospitalizations. METHODS: Seventeen states used hospital discharge data to calculate estimates for calendar years 2012-2019. State-panel fixed-effects regression was used to model linear trends in annual work-related hospitalization rates, OHI #22 rates, and the proportion of work-related hospitalizations resulting from severe injuries. Models included calendar year and pre- to post-ICD-10-CM transition. RESULTS: Work-related hospitalization rates showed a decreasing monotonic trend, with no significant change associated with the ICD-10-CM transition. In contrast, OHI #22 rates showed a monotonic increasing trend from 2012 to 2014, then a significant 50% drop, returning to a near-monotonic increasing trend from 2016 to 2019. On average, OHI #22 accounted for 12.9% of work-related hospitalizations before the ICD-10-CM transition, versus 9.1% post-transition. CONCLUSIONS: Although hospital discharge data suggest decreasing work-related hospitalizations over time, work-related severe traumatic injury hospitalizations are apparently increasing. OHI #22 contributes meaningfully to state occupational health surveillance efforts by reducing the impact of factors that differentially obscure minor injuries; however, OHI #22 trend estimates must account for the ICD-10-CM transition-associated structural break in 2015.
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Occupational Health , Occupational Injuries , Humans , Occupational Injuries/epidemiology , International Classification of Diseases , Hospitalization , Workers' CompensationABSTRACT
INTRODUCTION: The Arkansas Trauma System was established by law more than a dozen years ago, and all participating trauma centers are required to maintain red blood cells. Since then, there has been a paradigm shift in resuscitating exsanguinating trauma patients. Damage Control Resuscitation with balanced blood products (or whole blood) and minimal crystalloid is now the standard of care. This project aimed to determine access to balanced blood products in our state's Trauma System (TS). METHODS: A survey of all trauma centers in the Arkansas TS was conducted, and geospatial analysis was performed. Immediately Available Balanced Blood (IABB) was defined as at least 2 units (U) of thawed plasma (TP) or never frozen plasma (NFP), 4 units of red blood cells (RBCs), 2 units of fresh frozen plasma (FFP), and 1 unit of platelets or 2 units of whole blood (WB). RESULTS: All 64 trauma centers in the state TS completed the survey. All level I, II, and III Trauma Centers (TCs) maintain RBC, plasma, and platelets, but only half of the level II and 16% of the level III TCs have thawed or never frozen plasma. A third of level IV TCs maintain only RBCs, while only 1 had platelets, and none had thawed plasma. 85% of people in our state are within 30 min of RBCs, almost two-thirds are within 30 min of plasma (TP, NFP, or FFP) and platelets, while only a third are within 30 min of IABB. More than 90% are within an hour of plasma and platelets, while only 60% are within that time from an IABB. The median drive times for Arkansas from RBC, plasma (TP, NFP, or FFP), platelets, and an immediately available and balanced blood bank are 19, 21, 32, and 59 minutes, respectively. A lack of thawed or non-frozen plasma and platelets are the most common limitations of IABB. One level III TC in the state maintains WB, which would alleviate the limited access to IABB. CONCLUSION: Only 16% of the trauma centers in Arkansas can provide IABB, and only 61% of the population can reach IABB within 60 minutes. Opportunities exist to reduce the time to balanced blood products by selectively distributing WB, TP, or NFP to hospitals in our state trauma system.
Subject(s)
Plasma , Wounds and Injuries , Humans , Blood Banks , Crystalloid Solutions , Blood Platelets , Exsanguination , Resuscitation , Trauma Centers , Wounds and Injuries/therapyABSTRACT
BACKGROUND: While it is assumed adolescents receive comparable trauma care at pediatric trauma centers (PTC), adult trauma centers (ATC), and combined facilities (MTC), this remains understudied. METHODS: We conducted a retrospective cohort study through the NTDB evaluating patients 14-18 years of age who presented to an ACS-verified level 1 or 2 trauma facility between 1/1/2016 and 12/31/2019. Multiple logistic regression analyses were performed to compare mortality risk among trauma facility verification types. RESULTS: 91,881 adolescents presented after trauma over the four-years. Hypotension, severe TBI, firearm mechanism, and ISS >15 were associated with increased mortality. Compared to PTCs, the odds of trauma-related mortality were statistically higher at MTCs (OR 1.82, p = 0.004) and ATCs (OR 1.89-2.05, p = 0.001-0.002). CONCLUSIONS: Injured adolescents receiving care at ATCs and MTCs have higher mortality risk than those cared for at PTCs. Further evaluation of factors associated with this observed difference is warranted and may help identify opportunities to improve outcomes in injured adolescents.
Subject(s)
Adverse Childhood Experiences , Firearms , Adolescent , Child , Humans , Young Adult , Injury Severity Score , Retrospective Studies , Trauma CentersABSTRACT
BACKGROUND: The SARS-Cov-2 coronavirus has varying clinical effects-from asymptomatic patients to life-threatening illness and death. At the only Level 1 Trauma Center in a rural state, outcomes appeared worse in trauma patients who tested positive for COVID despite these patients presumably being asymptomatic or only mildly affected before their traumatic event. This study compares all trauma admissions that were COVID-positive to those who were not. METHODS: The institutional database was queried for all level 1 and 2 trauma activations from March 2020-July 2021. The analysis consisted of a multivariate regression between COVID-negative and the COVID-positive group controlling for age, injury severity score (ISS), and Glasgow Coma Score (GCS). Outcomes compared were hospital length-of-stay (LOS), ICU LOS, ventilator days, days to discharge to a facility, and in-hospital mortality. RESULTS: Hospital LOS was 2.7 days longer in the COVID-positive group (P < .0005). ICU LOS was 2.9 days longer for patients admitted to the ICU in the COVID positive-group (P = .017). Ventilator days were 4.7 days longer for patients requiring mechanical ventilation in the COVID-positive group (P = .002). Discharge to a post-acute facility required 6.1 more days in the COVID-positive group (P = .005). CONCLUSION: Trauma patients presenting positive for COVID-19 are presumed to be asymptomatic before their traumatic event. Despite this, the physiologic toll of trauma combined with the COVID infection causes significantly worse clinical outcomes, including increasing hospital days in this patient population, which continues to tax the already burdened healthcare system.
Subject(s)
COVID-19 , COVID-19/therapy , Humans , Intensive Care Units , Length of Stay , Retrospective Studies , SARS-CoV-2 , Trauma Centers , Ventilators, MechanicalABSTRACT
In trauma care and trauma care research there exists an implementation gap regarding a consistent controlled vocabulary to describe organizational aspects of trauma centers and trauma systems. This paper describes the development and evaluation of a controlled vocabulary for trauma care organizations. We give a detailed description of the involvement of domain experts in the domain analysis workflow and the authoring of definitions and additional term descriptions. Finally, the paper details the evaluation methodology to assess the initial version of the controlled vocabulary. The results of the evaluation show that our development process yields terms most of which find approval from domain experts not involved in the development. In addition, our evaluation tools resulted in valuable domain expert input to optimize the controlled vocabulary.
Subject(s)
Trauma Centers , Vocabulary, Controlled , WorkflowABSTRACT
BACKGROUND: Initial results of Washington State's quality improvement initiative addressing the management of blunt traumatic pediatric spleen injuries were published in 2008. In this update, we evaluated whether these effects were sustained over time. METHODS: Data from the Washington Trauma Registry for years 1999-2001 (pre-intervention), 2003-2005 (post-intervention), and 2012-2014 (follow-up) were used in a retrospective cohort study. Children between ages 0 to 14â¯years who were hospitalized with a traumatic blunt spleen injury were included. Multivariable logistic regression was used to account for patient, injury, and hospital characteristics. RESULTS: Overall, splenectomies continued to be less common with 8.3% of pediatric patients receiving splenectomies in the follow-up period compared with 14.3% and 7.2% in the preintervention and post-intervention periods (pâ¯=â¯0.034). After adjustment, splenectomies remained less likely to be performed in both post-intervention (ORâ¯=â¯0.37; 95% CIâ¯=â¯0.16-0.90) and follow-up periods (ORâ¯=â¯0.29; 95% CIâ¯=â¯0.12-0.70) compared to pre-intervention. Children were much more likely to be cared for at pediatric trauma hospitals in the follow-up period (ORâ¯=â¯5.13; 95% CIâ¯=â¯2.79-9.43) after adjustment. CONCLUSIONS: Evaluation of this statewide quality improvement initiative showed that positive changes in management practices persist. This evidence suggests that statewide quality improvement initiatives can be sustainable with minimal ongoing effort. LEVEL OF EVIDENCE: Level III.
Subject(s)
Abdominal Injuries/therapy , Quality Improvement , Spleen , Splenectomy/statistics & numerical data , Adolescent , Child , Child, Preschool , Hospitals, Pediatric , Humans , Infant , Infant, Newborn , Retrospective Studies , Spleen/injuries , Spleen/surgery , WashingtonABSTRACT
BACKGROUND: In 2009, Arkansas implemented a statewide trauma system to address the high rates of mortality and morbidity due to trauma. The principal objective of the Arkansas Trauma System is to transport patients to the appropriate facility based on the injuries of the patients. This study evaluated four metrics that were crucial to system health. These measures included: treatment location, scene triage, admission to nondesignated facilities, and inpatient mortality. Furthermore, the authors sought to quantify how the system is selective toward the severely injured regarding triage and treatment location. The authors hypothesized that system implementation should increase the proportion of patients, particularly the severely injured, treated at Level I/II facilities. The system should increase the proportion of patients, especially the severely injured, admitted to Level I/II facilities directly from the scene. The system should result in fewer patients admitted to nondesignated facilities. Lastly, system implementation should result in fewer inpatient deaths. METHODS: A pre-post study design was used for this evaluation. Data from the Arkansas Hospital Discharge data set (2007 through 2012) identified patients who were admitted as a result of their injuries. The ICD-MAP software was used to categorize those with and without severe injuries based on an Injury Severity Score of 16 or greater or head Abbreviated Injury Scale score of 3 or greater. RESULTS: The results indicate that while there was an overall increase in odds of patients being admitted to Level I/II facilities, those with severe injuries were associated with an even greater odds of admission to Level I/II facilities (p < 0.0001). System implementation was also associated with more severely injured patients admitted to Level I/II facilities from the scene. There were also fewer patients admitted to nondesignated hospitals after system implementation (p < 0.0001). System implementation was associated with fewer inpatient deaths (p = 0.02). CONCLUSION: Two years after implementation, the trauma system showed significant progress. The measures evaluated in this study are believed to support the effectiveness of the trauma system. LEVEL OF EVIDENCE: Therapeutic study, level IV.
Subject(s)
Inpatients/statistics & numerical data , Patient Transfer/organization & administration , Trauma Centers/organization & administration , Triage/organization & administration , Wounds and Injuries/mortality , Adolescent , Adult , Arkansas/epidemiology , Female , Hospital Mortality/trends , Hospitalization/statistics & numerical data , Humans , Male , Middle Aged , Retrospective Studies , Transportation of Patients/organization & administration , Wounds and Injuries/diagnosis , Wounds and Injuries/therapy , Young AdultABSTRACT
OBJECTIVES: All-terrain vehicle (ATV) crashes have been responsible for significant injuries among children, despite public education efforts. Our study examined pediatric ATV injury patterns in US emergency departments (EDs) compared with injuries after motor vehicle crash (MVC) and sports activities. METHODS: We studied 2006 to 2011 data from the Nationwide Emergency Department Sample. Children younger than 18 years and involved in ATV crashes, MVC, or sports activities were included. The primary outcome analyzed was a constructed binary measure identifying severe trauma, defined as injury severity score greater than 15. Logistic regression models were fit to determine the association between mechanism of injury and severe trauma. RESULTS: A total of 6,004,953 ED visits were identified. Of these, ATV crashes accounted for 3.4%, MVC accounted for 44.7%, and sports activities accounted for 51.9%. Emergency department visits after ATV crashes were more likely to result in admission (8%) and incur higher median charges ($1263) compared with visits after sports activities (1%, $1013). Visits after sports activities were 90% less likely to result in severe trauma when compared with ATV crash visits. Emergency department visits after ATV crashes result in severe injuries similar to those sustained in MVC (odds ratio, 1.03; P = 0.626). CONCLUSIONS: Pediatric ED visits after ATV crashes result in significant injuries and charges. Public health interventions such as education, legislation, and engineering are needed to reduce injuries among children and the subsequent ED visits for care. The impact of proven interventions may be greatest for children living in rural areas and among older children, 10 to 17 years old.
Subject(s)
Accidents, Traffic/statistics & numerical data , Athletic Injuries/epidemiology , Emergency Service, Hospital/statistics & numerical data , Wounds and Injuries/epidemiology , Adolescent , Child , Child, Preschool , Cross-Sectional Studies , Databases, Factual , Female , Humans , Infant , Injury Severity Score , Male , Off-Road Motor Vehicles/statistics & numerical data , Retrospective Studies , United States , Wounds and Injuries/etiologyABSTRACT
OBJECTIVE: To describe characteristics of industrial injury hospitalizations, and to test the hypothesis that industrial injuries were increasingly billed to non-workers' compensation (WC) payers over time. DATA SOURCES: Hospitalization data for 1998-2009 from State Inpatient Databases, Healthcare Cost and Utilization Project, and Agency for Healthcare Research and Quality. STUDY DESIGN: Retrospective secondary analyses described the distribution of payer, age, gender, race/ethnicity, and injury severity for injuries identified using industrial place of occurrence codes. Logistic regression models estimated trends in expected payer. PRINCIPAL FINDINGS: There was a significant increase over time in the odds of an industrial injury not being billed to WC in California and Colorado, but a significant decrease in New York. These states had markedly different WC policy histories. Industrial injuries among older workers were more often billed to a non-WC payer, primarily Medicare. CONCLUSIONS: Findings suggest potentially dramatic cost shifting from WC to Medicare. This study adds to limited, but mounting evidence that, in at least some states, the burden on non-WC payers to cover health care for industrial injuries is growing, even while WC-related employer costs are decreasing-an area that warrants further research.
Subject(s)
Accidents, Occupational/economics , Hospitalization/economics , Workers' Compensation/economics , Accidents, Occupational/statistics & numerical data , Adolescent , Adult , Aged , Female , Health Care Costs/statistics & numerical data , Hospitalization/statistics & numerical data , Humans , Male , Medicare/economics , Medicare/statistics & numerical data , Middle Aged , Reimbursement Mechanisms/economics , Reimbursement Mechanisms/statistics & numerical data , Retrospective Studies , United States , Workers' Compensation/statistics & numerical data , Young AdultABSTRACT
BACKGROUND: The ramifications of inadequate nurse staffing may have serious consequences due to reimbursement policies. PURPOSE: To determine the effects of registered nurse staffing on hospital-acquired conditions in cardiac surgery patients. METHOD: Data from the 2009 to 2011 Nationwide Inpatient Sample were used to construct a propensity score-matched cohort. Multivariate regressions were performed to compare the probability, length of stay, mortality, and costs of three common hospital-acquired conditions between low- and high-staffing hospitals. RESULTS: A total of 439,365 patients in low-staffing hospitals were 1:1 matched to patients in high-staffing hospitals. High-staffing hospitals had 10% to 25% fewer cases (adjusted odds ratio [AOR] 0.75-0.90, p < .0001), 5% to 20% lower mortality (AOR 0.80-0.95, p < .0001), and 4% to 6% shorter length of stay (coefficient -0.06 to -0.04, p < .0001). The costs for patients with hospital-acquired conditions were 13% to 17% greater in high-staffing hospitals (coefficient 0.13-0.17, p < .0001). CONCLUSIONS: Alternatives to the current staffing and reimbursement policies should be considered to reduce hospital-acquired conditions.
Subject(s)
Nursing Staff, Hospital/organization & administration , Nursing Staff, Hospital/statistics & numerical data , Personnel Staffing and Scheduling/organization & administration , Personnel Staffing and Scheduling/statistics & numerical data , Postoperative Complications/etiology , Thoracic Surgical Procedures/adverse effects , Thoracic Surgical Procedures/nursing , Adolescent , Adult , Aged , Aged, 80 and over , Female , Hospital Mortality , Humans , Length of Stay/statistics & numerical data , Male , Middle Aged , Propensity Score , Thoracic Surgical Procedures/statistics & numerical data , United States , Young AdultABSTRACT
Organizational structures of healthcare organizations has increasingly become a focus of medical research. In the CAFÉ project we aim to provide a web-service enabling ontology-driven comparison of the organizational characteristics of trauma centers and trauma systems. Trauma remains one of the biggest challenges to healthcare systems worldwide. Research has demonstrated that coordinated efforts like trauma systems and trauma centers are key components of addressing this challenge. Evaluation and comparison of these organizations is essential. However, this research challenge is frequently compounded by the lack of a shared terminology and the lack of effective information technology solutions for assessing and comparing these organizations. In this paper we present the Ontology of Organizational Structures of Trauma systems and Trauma centers (OOSTT) that provides the ontological foundation to CAFÉ's web-based questionnaire infrastructure. We present the usage of the ontology in relation to the questionnaire and provide the methods that were used to create the ontology.
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BACKGROUND: Off-road motorsports are an increasing popular activity, yet the relative safety profile of all-terrain vehicles (ATV) to off-road motorcycles (ORMC) has not been compared. STUDY DESIGN: A retrospective review of the 2002-2006 US National Trauma Data Bank of ATV and ORMC crash victims. Patients were described according to demographic (age, sex, race and ethnicity, insurance status) and injury characteristics (Injury Severity Score, hypotension, motor component of the Glasgow Coma Score, presence of a severe head or extremity injury) known to affect trauma outcomes. Logistic regression evaluated the independent effect of an ATV vehicle on mortality, intensive care unit (ICU) admission, and placement on a ventilator relative to ORMC. The anatomic distribution of severe injuries was compared between survivors and decedents within each vehicle type. RESULTS: A total of 34,457 patients met inclusion criteria, of whom, 24,582 were ATV patients and 9875 were ORMC patients. ATV patients had 51% higher risk-adjusted odds of death (OR 1.51; 95% CI 1.03-2.20), 55% higher risk-adjusted odds of being admitted to an ICU (OR 1.55; 95% CI 1.42-1.70), and 42% higher risk-adjusted odds of being placed on a ventilator (OR 1.42, 95% CI 1.17-1.72) compared to ORMC crash victims. Decedents in both vehicle types were more likely to suffer severe head, thoracic, and abdominal injuries relative to their surviving counterparts. CONCLUSION: For injured riders, ATVs are associated with increased mortality and higher resource utilisation compared to ORMCs. Both groups suffer distinct anatomic injuries, suggesting the need for focused areas of injury prevention planning and research.
Subject(s)
Accident Prevention , Accidents, Traffic/prevention & control , Hospitalization/statistics & numerical data , Motorcycles , Off-Road Motor Vehicles , Protective Devices/statistics & numerical data , Trauma Centers/statistics & numerical data , Wounds and Injuries/prevention & control , Accidents, Traffic/statistics & numerical data , Age Factors , Analysis of Variance , Humans , Injury Severity Score , Length of Stay/statistics & numerical data , Off-Road Motor Vehicles/statistics & numerical data , Retrospective Studies , Risk Factors , United States/epidemiology , Wounds and Injuries/epidemiologyABSTRACT
BACKGROUND: Hospital discharge data are used for occupational injury surveillance, but observed hospitalisation trends are affected by trends in healthcare practices and workers' compensation coverage that may increasingly impair ascertainment of minor injuries relative to severe injuries. The objectives of this study were to (1) describe the development of a severe injury definition for surveillance purposes and (2) assess the impact of imposing a severity threshold on estimated occupational and non-occupational injury trends. METHODS: Three independent methods were used to estimate injury severity for the severe injury definition. 10 population-based hospital discharge databases were used to estimate trends (1998-2009), including the National Hospital Discharge Survey (NHDS) and State Inpatient Databases (SID) from the Healthcare Cost and Utilization Project (HCUP), Agency for Healthcare Research and Quality. Negative binomial regression was used to model injury trends with and without severity restriction and to test trend divergence by severity. RESULTS: Trend estimates for occupational injuries were biased downwards in the absence of severity restriction, more so than for non-occupational injuries. Imposing a severity threshold resulted in a markedly different historical picture. CONCLUSIONS: Severity restriction can be used as an injury surveillance methodology to increase the accuracy of trend estimates, which can then be used by occupational health researchers, practitioners and policy-makers to identify prevention opportunities and to support state and national investments in occupational injury prevention efforts. The newly adopted state-based occupational health indicator, 'Work-Related Severe Traumatic Injury Hospitalizations', incorporates a severity threshold that will reduce temporal ascertainment threats to accurate trend estimates.
Subject(s)
Accidents, Occupational/trends , Hospitalization/trends , Occupational Health , Occupational Injuries/epidemiology , Population Surveillance/methods , Accidents, Occupational/economics , Accidents, Occupational/prevention & control , Databases, Factual , Health Care Surveys , Hospitalization/economics , Humans , Injury Severity Score , International Classification of Diseases , Occupational Injuries/economics , Occupational Injuries/prevention & control , Program Development , Program Evaluation , Registries , United States/epidemiology , Workers' Compensation/trendsABSTRACT
OBJECTIVES: Work-related traumatic injury is a leading cause of death and disability among US workers. Occupational injury surveillance is necessary for effective prevention planning and assessing progress toward Healthy People 2020 objectives. Our objectives were to (1) describe the Washington State Trauma Registry (WTR) as a resource for occupational injury surveillance and research, (2) compare the WTR with 2 population-based data sources more widely used for these purposes, and (3) compare the number of injuries ascertained by the WTR with other data sources. METHODS: We linked WTR records to hospital discharge records in the Comprehensive Hospital Abstract Reporting System for 2009 and to workers' compensation claims from the Washington State Department of Labor and Industries for 1998 to 2008. We assessed the 3 data sources for overlap, concordance, and case ascertainment. RESULTS: Of 9185 work-related injuries in the WTR, 3380 (37%) did not link to workers' compensation claims. Use of payer information in hospital discharge records along with the WTR work-relatedness field identified 20% more linked injuries as work related (n = 720) than did use of payer information alone (n = 602). The WTR identified substantial numbers of work-related injuries that were not identified through workers' compensation or hospital discharge records. CONCLUSIONS: Workers' compensation and hospital discharge databases are important but incomplete data sources for work-related injuries; many work-related injuries are not billed to, reported to, or covered by workers' compensation. Trauma registries are well positioned to capture severe work-related injuries and should be included in comprehensive injury surveillance efforts.
Subject(s)
Occupational Injuries/epidemiology , Population Surveillance , Registries , Research , Wounds and Injuries , Databases, Factual , Humans , International Classification of Diseases , Patient Discharge , Washington/epidemiology , Workers' CompensationABSTRACT
PURPOSE: Acute work-related trauma is a leading cause of death and disability among U.S. workers. Existing methods to estimate injury severity have important limitations. This study assessed a severe injury indicator constructed from a list of severe traumatic injury diagnosis codes previously developed for surveillance purposes. Study objectives were to: (1) describe the degree to which the severe injury indicator predicts work disability and medical cost outcomes; (2) assess whether this indicator adequately substitutes for estimating Abbreviated Injury Scale (AIS)-based injury severity from workers' compensation (WC) billing data; and (3) assess concordance between indicators constructed from Washington State Trauma Registry (WTR) and WC data. METHODS: WC claims for workers injured in Washington State from 1998 to 2008 were linked to WTR records. Competing risks survival analysis was used to model work disability outcomes. Adjusted total medical costs were modeled using linear regression. Information content of the severe injury indicator and AIS-based injury severity measures were compared using Akaike Information Criterion and R(2). RESULTS: Of 208,522 eligible WC claims, 5 % were classified as severe. Among WC claims linked to the WTR, there was substantial agreement between WC-based and WTR-based indicators (kappa = 0.75). Information content of the severe injury indicator was similar to some AIS-based measures. The severe injury indicator was a significant predictor of WTR inclusion, early hospitalization, compensated time loss, total permanent disability, and total medical costs. CONCLUSIONS: Severe traumatic injuries can be directly identified when diagnosis codes are available. This method provides a simple and transparent alternative to AIS-based injury severity estimation.
Subject(s)
Occupational Injuries/classification , Registries/statistics & numerical data , Trauma Severity Indices , Workers' Compensation/statistics & numerical data , Abbreviated Injury Scale , Adolescent , Adult , Aged , Health Care Costs , Hospitalization , Humans , International Classification of Diseases , Middle Aged , Models, Statistical , Occupational Injuries/diagnosis , Occupational Injuries/economics , Survival Analysis , Washington , Work Capacity Evaluation , Young AdultABSTRACT
BACKGROUND: Nonoperative management of traumatic blunt splenic injury is preferred over splenectomy because of improved outcomes and reduced complications. However, variability in treatment is previously reported with respect to hospital profit types and ownership. METHODS: Our study objectives were to investigate the past decade's trends in pediatric splenic injury management and to determine whether previously reported disparities by hospital type have changed. We analyzed data from the Kid's Inpatient Database from Healthcare Cost and Utility Project for Years 2000, 2003, 2006, and 2009. Multivariable logistic regression was used to investigate the likelihood of receiving splenectomy in different hospital profit and ownership types. Patients 18 years and younger admitted with blunt splenic injury (DRG International Classification of Diseases-9th Rev.-Clinical Modification code 865) were included. Treatment was dichotomized into nonoperative management, defined as initial attempt at nonoperative management, and operative management, defined as splenectomy within 1 day of admission. RESULTS: Of 17,044 patient records, 11,893 participants were studied. Not-for-profit hospitals demonstrated a higher rate of nonoperative management than for-profit hospitals in 2000 (83.8% vs. 71.0 %). Both not-for-profit and for-profit hospitals increased the use of nonoperative management, with a narrower disparity observed by 2009 (87.5% vs. 84.6%). The use of splenectomy was reduced significantly between 2000 and 2003 (odds ratio, 0.66; weighted 95% confidence interval, 0.54-0.81). The rate of nonoperative management in children's hospitals remained very high across the study period (98.6% in 2009) and continued to be the benchmark for pediatric spleen injury management. CONCLUSION: Improvement was observed in nonoperative management rates for pediatric spleen injuries in both not-for-profit and for-profit hospitals. However, general hospitals still fail to reach the target of 90% nonoperative management. Further investigations are needed to facilitate optimal management of such children in general hospitals. LEVELS OF EVIDENCE: Epidemiologic and prognostic study, level III.
Subject(s)
Abdominal Injuries/therapy , Disease Management , Hospitals, Pediatric/organization & administration , Ownership , Spleen/injuries , Trauma Centers/organization & administration , Wounds, Nonpenetrating/therapy , Abdominal Injuries/diagnosis , Abdominal Injuries/epidemiology , Adolescent , Child , Child, Preschool , Female , Humans , Incidence , Infant , Infant, Newborn , Injury Severity Score , Male , Retrospective Studies , Splenectomy/trends , United States/epidemiology , Wounds, Nonpenetrating/diagnosis , Wounds, Nonpenetrating/epidemiologyABSTRACT
BACKGROUND: Achievement of health equity and elimination of disparities are overarching goals of Healthy People 2020, yet there is a paucity of population-based data regarding race/ethnicity-based disparities in occupational injuries. METHODS: Hospital discharge data for five states (Arizona, California, Florida, New Jersey, and New York) were obtained from the Healthcare Cost & Utilization Project (HCUP) for 2003-2009. Age-adjusted rates and trends for work-related injury hospitalizations were calculated using negative binomial regression (reference category: non-Latino white). RESULTS: Latinos were significantly more likely to have a work-related traumatic injury hospitalization. The disparity for Latinos was greatest for machinery-related hospitalizations. Latinos were also more likely to have a fall-related hospitalization. African-Americans were more likely to have an occupational assault-related hospitalization, but less likely to have a fall-related hospitalization. CONCLUSIONS: We found evidence of substantial multistate disparities in occupational injury-related hospitalizations. Enhanced surveillance and further research are needed to identify and address underlying causes.
Subject(s)
Health Status Disparities , Occupational Injuries/epidemiology , Patient Discharge/statistics & numerical data , Accidental Falls/statistics & numerical data , Adult , Black or African American/statistics & numerical data , Arizona/epidemiology , California/epidemiology , Female , Florida/epidemiology , Hispanic or Latino/statistics & numerical data , Humans , Male , Middle Aged , New Jersey/epidemiology , New York/epidemiology , Occupational Injuries/etiology , Sentinel Surveillance , Young AdultABSTRACT
Progestins (progestogens, C21 steroids) have been shown to regulate key physiological activities for reproduction in both sexes in all classes of vertebrates except for Agnathans. Progesterone (P) and 15α-hydroxyprogesterone (15α-P) have been detected in sea lamprey (Petromyzon marinus) plasma, but the expression patterns and functions of putative progestin receptor genes have not yet been investigated. The first objective of this study was to determine the differences in mRNA expression levels of nuclear progestin receptor (nPR) and the membrane receptor adaptor protein 'progesterone receptor membrane component 1' (pgrmc1) in putative target tissues in males at different life stages, with and without lamprey GnRH-I and -III treatment. The second objective was to demonstrate the function of progestins by implanting prespermiating males (PSM) with time-release pellets of P and measuring the latency to the onset of spermiation and plasma concentrations of sex pheromones and steroids. The third objective was to measure the binding affinity of P in the nuclear and membrane fractions of the target tissues. Expression levels of nPR and pgrmc1 differed between life stages and tissues, and in some cases were differentially responsive to lamprey GnRH-I and -III. Increases in nPR and pgrmc1 gene expressions were correlated to the late stages of sexual maturation in males. The highest expression levels of these genes were found in the liver and gill of spermiating males. These organs are, respectively, the site of production and release of the sex pheromone 3 keto-petromyzonol sulfate (3kPZS). The hypothesis that pheromone production may be under hormonal control was tested in vivo by implanting PSM with time-release pellets of P. Concentrations of 3kPZS in plasma after 1week were 50-fold higher than in controls or in males that had been implanted with androstenedione, supporting the hypothesis that P is responsible for regulating the production of the sex pheromone. P treatment also accelerated the onset of spermiation. Saturation and Scatchard analyses of the target tissues showed that both nuclear and membrane fractions bound P with high affinity and low capacity (KD 0.53pmol/g testis and 0.22 pmol/g testis, and Bmax 1.8 and 5.7 nM, respectively), similar to the characteristics of nPR and mPR in other fish. The fact that a high proportion of P was also converted in vivo to 15α-P means that it is not yet possible to determine which of these two steroids is the natural ligand in the sea lamprey.