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INTRODUCTION: Ownership may influence trauma center (TC) location. For-profit (FP) TCs require a favorable payor mix to thrive, whereas not-for-profit (NFP) centers may rely on government funding, grants, and patient volume. We hypothesized that the demographics of trauma patients would be different for NFP and FP TCs due to ownership type. We also hypothesized that these demographic differences might be associated with outcomes such as length of stay, reported complications, and mortality. METHODS: We used the Florida Agency for Health Care Administration (AHCA) 2016-2017 inpatient dataset to examine differences in outcomes by trauma center ownership type. Negative binomial and logistical regression was used to compare trauma ownership, length of stay (LOS), reported complications, and mortality of severely injured nonelderly adult trauma patients. RESULTS: Our study analyzed risk factors and outcomes for 10,700 trauma alert patients. Patients treated at FP TCs were less likely to be Black (OR 0.70, 95% CI: 0.62-0.78), to be uninsured (OR 0.40, 95% CI 0.36-0.45), have Medicare (OR 0.53, 95% CI 0.43-0.66), or Medicaid (OR 0.57, 95% CI 0.50-0.65) (all P < 0.001). Patients treated at FP centers were less likely to have comorbidities (OR 0.89, 95% CI 0.82-0.96) and were associated with a longer LOS (0.10, 95% 0.05-0.15, P < 0.001) in nonelderly adult trauma patients. FP TCs were associated with fewer reported complications (OR 0.83, 95% CI 0.74-0.94) and were associated with a higher likelihood of mortality in nonelderly adults (OR 1.70, 95% CI 1.35-2.12, P < 0.001). CONCLUSIONS: Among this cohort of severe International Classification of Diseases-based injury severity score (ICISS) patients, complications were less likely, but LOS and mortality were increased among FP TC patients. FP centers cared for fewer patients who were Black, uninsured, or who were Medicare/Medicaid/noncommercial insurance.
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Centros de Traumatologia , Ferimentos e Lesões , Adulto , Idoso , Demografia , Humanos , Escala de Gravidade do Ferimento , Medicare , Propriedade , Estudos Retrospectivos , Estados Unidos/epidemiologia , Ferimentos e Lesões/terapiaRESUMO
BACKGROUND: The Hospital Value-Based Purchasing Program (HVBP) is a pay for performance system that impacts traditional Medicare fee-for-service payments to hospitals through rewards and penalties. OBJECTIVES: To explore variation in overall and individual-hospital total performance score (TPS) and embedded domains for hospitals during 2014-2018. DATA SOURCE: Hospital data were retrieved from the publicly available HOSArchive dataset. STUDY DESIGN: Distribution of annual TPS and HVBP domain scores for 2014-2018 was evaluated using descriptive statistics. Transitional probabilities were analyzed to evaluate annual movement in the TPS ranking for outlier hospitals in the Top and Bottom 5%. PRINCIPAL FINDINGS: TPS scores are positively skewed while the distribution of domain scores vary with patient experience, (clinical) outcome, and efficiency domains having a large number of (positive) outliers. Mean TPS score decreased from 40.54 in 2014 to 38.04 by 2018. Improvement was shown in mean domain scores for clinical process of care and clinical outcome using 95% confidence intervals, with hospitals gaining 10 points over the study period in clinical outcome. Changes in the mean scores for other domains did not show consistent increases or decreases. Chi-square analyses of hospital ranking categories showed some evidence that, as a group, hospitals initially ranked in the Bottom 5% are making consistent annual movements to higher categories. In contrast, over half of the hospitals ranking in the initial Top 5% remained in the top category across all study years. CONCLUSIONS: It may be time for CMS to redesign the HVBP incentive program to assure the measures accurately demonstrate sustained improvement, the domain weights appropriately reflect the level of importance, and the TPS comparative ranking methodology does not discourage lower-performing hospitals from actively improving the care they deliver and achieving top ranks.
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Aquisição Baseada em Valor/organização & administração , Aquisição Baseada em Valor/estatística & dados numéricos , Centers for Medicare and Medicaid Services, U.S. , Economia Hospitalar/estatística & dados numéricos , Humanos , Estados Unidos , Aquisição Baseada em Valor/normasRESUMO
Interpersonal violence is known to lead to both short- and long-term health effects. Victims of sexual abuse tend to have higher healthcare costs and higher rates of physical and mental health issues than nonvictims. In this study, we investigate whether the comorbidity of mental illness and a personal history of adult physical and sexual abuse (HAPSA) results in higher healthcare costs and length of emergency department (ED) stay among Florida residents. A Negative Binomial and Log-Linear Regression Analysis suggest increased ED visit duration for those with a history of abuse, Hispanics, the uninsured, and those with multiple comorbidities. In addition, increased costs were found to be associated with White race, the uninsured, those with multiple comorbidities, and the facility type (for-profit hospitals).
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Serviço Hospitalar de Emergência/economia , Violência por Parceiro Íntimo/psicologia , Tempo de Internação , Adulto , Etnicidade , Feminino , Florida , Humanos , Violência por Parceiro Íntimo/etnologia , Masculino , Pessoa de Meia-IdadeRESUMO
In longitudinal AIDS studies, it is of interest to investigate the relationship between HIV viral load and CD4 cell counts, as well as the complicated time effect. Most of common models to analyze such complex longitudinal data are based on mean-regression, which fails to provide efficient estimates due to outliers and/or heavy tails. Quantile regression-based partially linear mixed-effects models, a special case of semiparametric models enjoying benefits of both parametric and nonparametric models, have the flexibility to monitor the viral dynamics nonparametrically and detect the varying CD4 effects parametrically at different quantiles of viral load. Meanwhile, it is critical to consider various data features of repeated measurements, including left-censoring due to a limit of detection, covariate measurement error, and asymmetric distribution. In this research, we first establish a Bayesian joint models that accounts for all these data features simultaneously in the framework of quantile regression-based partially linear mixed-effects models. The proposed models are applied to analyze the Multicenter AIDS Cohort Study (MACS) data. Simulation studies are also conducted to assess the performance of the proposed methods under different scenarios.
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Síndrome da Imunodeficiência Adquirida/imunologia , Teorema de Bayes , Contagem de Linfócito CD4 , Humanos , Limite de Detecção , Modelos Lineares , Estudos Longitudinais , Carga Viral/imunologiaRESUMO
BACKGROUND: Trauma alert criteria include physiologic and anatomic criteria, although field triage based on injury mechanism is common. This analysis evaluates injury mechanisms associated with pediatric trauma alert overtriage and estimates the effect of overtriage on patient care costs. METHODS: Florida's Agency for Health Care Administration inpatient and financial data for 2012-2014 were used. The study population included mildly and moderately injured patients aged 5-15 years brought to a trauma center and had an International Classification of Diseases-based Injury Severity Score survival probability ≥0.90, a recorded mechanism of injury, no surgery, a hospital stay less than 24 hours, and discharged to home. Overtriaged patients were those who had a trauma alert. Logistic regression was used to analyze the odds of overtriage relative to mechanism of injury and multivariable linear regression was used to analyze cost of overtriage. RESULTS: Twenty percent of patients were overtriaged; yet these patients accounted for 37.2% of total costs. The mechanisms of injury related to firearms (OR 11.99) and motor vehicle traffic (2.25) were positively associated with overtriage as a trauma alert. Inpatient costs were 131.8% higher for overtriaged patients. DISCUSSION: Firearm injuries and motor vehicle injuries can be associated with severe injuries. However, in this sample, a proportion of patients with this mechanism suffered minimal injuries. It is possible that further identifying relevant anatomic and physiologic criteria in youth may help decrease overtriage without compromising outcomes. LEVEL OF EVIDENCE: Economic, level IV.
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OBJECTIVE: The purpose was to analyze the association of trauma volume and hospital trauma center (TC) ownership type with trauma alert (TA) response charges, which are billed for activation of the trauma team to the emergency department (ED). METHODS: All Florida ED and inpatients who were billed a TA charge from 2012 to 2014 were included (62 974 observations). Multiple linear regression, controlling for patient and hospital factors, was used to identify associations between TA charges and trauma volume and hospital ownership type. Severity elasticity of trauma response charges was calculated by ownership type. RESULTS: Trauma volume had a significant, inverse relationship with TA charges. For-profit (FP) hospitals had significantly higher TA charges and government-owned hospitals had significantly lower TA charges relative to private not-for-profits. For-profit trauma response charges were inelastic to severity, that is, charges did not change with changes in severity. CONCLUSION: Higher TA charges were associated with lower patient volumes, as well as at FP TCs. Further, only FP TCs used alert charges that were not associated with injury severity. Adding new TCs that reduce volume at existing TCs is expected to increase TA charges, especially if they are FP TCs.
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OBJECTIVE: To corroborate anecdotal evidence with systematic evidence of a lower threshold for admission among for-profit hospitals. DATA SOURCES: The study used Florida emergency department and hospital discharge datasets for 2012 to 2014. The treatment variable of interest was for-profit-designated trauma center status. The dependent variable indicated whether a patient with mild-to-moderate injuries was admitted after presenting as a trauma alert and then discharged to home. A separate analysis was conducted of discharges that had a 1-day length of stay. STUDY DESIGN: Generalized estimation equations with logistic distribution models were used to control for the confounding influences and developed for four groups of patients: ICISS = 1 (no probability of mortality), ICISS ≥ 0.99, ICISS ≥ 0.95, and ICISS ≥ 0.85 (zero to 15 percent probability of mortality, which includes all mild and moderate injury patients). PRINCIPAL FINDINGS: For the ICISS = 1 and ICISS ≥ 0.99 models, the centers' for-profit status was the most important predictor. In the ICISS ≥ 0.95 and ICISS ≥ 0.85 models, injury type played a more important role, but for-profit status remained important. For patients with a 1-day stay, for-profit status was associated with an even higher probability of hospitalization. CONCLUSIONS: Considerable differences exist between for-profit and not-for-profit trauma centers concerning hospitalization among the study population, which may be explained by supplier-induced demand.
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Serviço Hospitalar de Emergência/estatística & dados numéricos , Hospitalização/estatística & dados numéricos , Propriedade/estatística & dados numéricos , Centros de Traumatologia/estatística & dados numéricos , Índices de Gravidade do Trauma , Ferimentos e Lesões/terapia , Fatores Etários , Florida , Número de Leitos em Hospital/estatística & dados numéricos , Humanos , Cobertura do Seguro/estatística & dados numéricos , Seguro Saúde/estatística & dados numéricos , Grupos Raciais , Fatores Sexuais , Fatores Socioeconômicos , Ferimentos e Lesões/mortalidadeRESUMO
PURPOSE: The objective of this study is to identify the demographic and payer factors that are associated with lumbar fusion surgery. METHODS: A case-control study was conducted utilizing a population of 38,092 patients from the 2010 Florida Agency for Health Care Administration (AHCA), USA hospital discharge data. The case population included 16,236 records with any of five ICD-9-CM principal procedure codes for initial lumbar fusion. The control group was comprised of 21,856 patients who were admitted for the same principal diagnoses as the cases, but who did not have initial fusion surgery. Logistic regression was used to analyze the association of age, gender, race and principal payer type with initial lumbar fusions. The interaction between age and payer was also examined, as payer type may moderate the association between age and lumbar fusion surgery. RESULTS: Gender, race, principal payer and age were all found to be significantly associated with lumbar fusion surgery. The interaction of payer and age was also found to be significant. Being female was significantly associated with having a fusion (OR = 1.11, 95 % CI 1.07-1.16). The association between age and receiving surgery was greatest for the less than 20 age group (OR = 10.43, 95 % CI 8.74-12.45). Employees and dependents of Federal government agencies (Tricare, etc.) and patients with commercial insurance were significantly associated with surgery (OR = 1.48, 95 % CI 1.29-1.70 and OR = 1.12, 95 % CI 1.04-1.20, respectively). Patients insured through Medicaid (a social health care program for those with low incomes and limited resources), and the uninsured were negatively associated with surgery (OR = 0.53, 95 % CI 0.47-0.60 and OR = 0.52, 95 % CI 0.46-0.58, respectively). CONCLUSIONS: Lumbar fusion surgery is not recommended in clinical practice guidelines for the top four principal diagnoses in this study. Yet, patients covered by certain types of insurance were found to be significantly associated with fusion surgery.
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Vértebras Lombares/cirurgia , Fusão Vertebral/estatística & dados numéricos , Adulto , Fatores Etários , Idoso , Estudos de Casos e Controles , Bases de Dados Factuais , Feminino , Florida/epidemiologia , Humanos , Cobertura do Seguro/estatística & dados numéricos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Grupos Raciais/estatística & dados numéricos , Fatores Sexuais , Adulto JovemRESUMO
OBJECTIVE: Length of stay (LOS) and boarding in the emergency department (ED) for psychiatric patients have been the subject of concern, given the problems with crowding and excessive wait times in EDs. This investigation examined correlates of LOS and boarding in Florida EDs for patients presenting with psychiatric complaints from 2010 to 2013. METHODS: Utilizing the Florida ED discharge database, the authors examined the association of LOS and boarding with hospital and encounter factors for adult patients presenting with a primary psychiatric diagnosis (N=597,541). RESULTS: The mean LOS was 7.77 hours. Anxiety disorders were the most frequent psychiatric complaint and were associated with the lowest mean LOS compared with other diagnoses (p<.05). Patient encounters resulting in a presentation of intentional self-harm and suicidality or schizophrenia were associated with significantly longer stays compared with other psychiatric diagnoses. Commercial insurance was associated with the shortest average LOS. African Americans, Hispanics, and patients age 45 and older were associated with a longer average LOS. Smaller hospital size, for-profit ownership, and rural designation were associated with a shorter average LOS. Teaching status was not associated with LOS. Furthermore, 73% of encounters resulting in transfers qualified as episodes of boarding (a stay of more than six or more hours in the ED). CONCLUSIONS: Extended LOS was endemic for psychiatric patients in Florida EDs.
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Serviço Hospitalar de Emergência/estatística & dados numéricos , Tempo de Internação/estatística & dados numéricos , Transtornos Mentais/terapia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Florida , Humanos , Masculino , Pessoa de Meia-Idade , Adulto JovemRESUMO
Evaluations of red light camera (RLC) traffic safety programs have produced mixed results. Some conclude RLCs were associated with significant increases in motor vehicle crashes and injury crashes, whereas other research reports safety benefits. To understand the difference in findings, the present analysis assessed whether standards required for internal validity in quasi-experimental public health program evaluations were adhered to in frequently cited RLC analyses. Four evaluation standards were identified and used to assess the RLC analyses: lack of bias in the selection of both (a) treated sites and (b) comparison sites, (c) integration of relevant control variables in the analysis, and (d) full disclosure of results of the statistical analysis. Six leading RLC studies were then critiqued. Only two of the six studies adhered to the four standards and both concluded RLCs were associated with significant increases in crashes and injury or possible injury crashes. A third study reported an increase in fatal/injury crashes but did not test for statistical significance. Three studies reported equivocal findings; however, each failed to adhere to most standards. Differences in findings were attributed to the evaluation methods used. If implementing an RLC program, communities should use sound public health evaluation methods to assess effectiveness.
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Acidentes de Trânsito/estatística & dados numéricos , Projetos de Pesquisa , Ferimentos e Lesões/epidemiologia , Acidentes de Trânsito/mortalidade , Interpretação Estatística de Dados , Humanos , Avaliação de Programas e Projetos de Saúde , Fatores de Tempo , Ferimentos e Lesões/mortalidadeRESUMO
Medicare Advantage was implemented in 2004 and the Recovery Audit Contractor (RAC) program was implemented in Florida during 2005. Both increase surveillance of medical necessity and deny payments for improper admissions. The purpose of the present study was to determine their potential impact on for-profit (FP) and not-for-profit (NFP) hospital operating margins in Florida. FP hospitals were expected to be more adversely affected as admissions growth has been one strategy to improve stock performance, which is not a consideration at NFPs. This study analyzed Florida community hospitals from 2000 through 2010, assessing changes in pre-tax operating margin (PTOM). Florida Agency for Health Care Administration data were analyzed for 104 community hospitals (62 FPs and 42 NFPs). Academic, public, and small hospitals were excluded. A mixed-effects model was used to assess the association of RAC implementation, organizational and payer type variables, and ownership interaction effects on PTOM. FP hospitals began the period with a higher average PTOM, but converged with NFPs during the study period. The average Medicare Advantage effect was not significant for either ownership type. The magnitude of the RAC variable was significantly negative for average PTOM at FPs (-4.68) and positive at NFPs (0.08), meaning RAC was associated with decreasing PTOM at FP hospitals only. RAC complements other Medicare surveillance systems that detect medically unnecessary admissions, coding errors, fraud, and abuse. Since its implementation in Florida, average FP and NFP operating margins have been similar, such that the higher margins reported for FP hospitals in the 1990s are no longer evident.
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Administração Financeira de Hospitais/economia , Hospitais Comunitários/economia , Medicare/economia , Propriedade/economia , Administração Financeira de Hospitais/organização & administração , Florida , Número de Leitos em Hospital , Hospitais Comunitários/organização & administração , Hospitais Filantrópicos/organização & administração , Humanos , Administração de Recursos Humanos em Hospitais , Estados UnidosRESUMO
BACKGROUND: A regional trauma system must establish and monitor acceptable overtriage and undertriage rates. Although diagnoses from discharge data sets can be used with mortality prediction models to define high-risk injury, retrospective analyses introduce methodological errors when evaluating real-time triage processes. The purpose of this study was to determine if major trauma patients identified using field criteria correlated with those retrospectively labeled high risk and to assess system performance by measuring triage accuracy and trauma center utilization. METHODS: A statewide database was queried for all injury-related International Classification of Diseases, 9th Revision, code discharges from designated trauma centers and nontrauma centers for 2012. Children and burn patients were excluded. Patients assigned a trauma alert fee were considered field-triage(+). The International Classification Injury Severity Score methodology was used to estimate injury-related survival probabilities, with an International Classification Injury Severity Score less than 0.85 considered high risk. Triage rates were expressed relative to the total population; the proportion of low- and high-risk patients discharged from trauma centers defined trauma center utilization. RESULTS: There were 116,990 patients who met study criteria, including 11,368 (10%) high-risk, 70,741 field-triage(-) patients treated in nontrauma centers and 28,548 field-triage(-) and 17,791 field-triage(+) patients treated in trauma centers. Field triage was 86% accurate, with 10% overtriage and 4% undertriage. System triage was 66% accurate, with 32% overtriage and 2% undertriage. Overtriage patients more often, and undertriage patients less often, had severe injury characteristics than appropriately triaged patients. CONCLUSION: Trauma system performance assessed using retrospective administrative data provides a convenient measure of performance but must be used with caution. Residual mistriage can partly be attributed to error introduced by retrospective high-risk definitions, whereas differences between field and system triage accuracy can be attributed to the trauma center's role as a large community hospital. Given the limitations of the data and methods, these results may represent optimal patient distribution within this mature system.
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Atenção à Saúde/normas , Centros de Traumatologia/normas , Triagem/normas , Ferimentos e Lesões/terapia , Adulto , Bases de Dados Factuais , Feminino , Florida/epidemiologia , Humanos , Masculino , Centros de Traumatologia/estatística & dados numéricos , Índices de Gravidade do Trauma , Ferimentos e Lesões/diagnósticoRESUMO
BACKGROUND: The relationship of antiretroviral therapy (ART) adherence to total healthcare expenditures for Medicaid-insured people living with HIV or AIDS (PLWHA) is not well understood, especially among asymptomatic HIV-positive patients. OBJECTIVE: This study examined Medicaid-insured HIV-positive and AIDS-diagnosed patient groups to determine the association of ART adherence to mean monthly total healthcare expenditures in the 24-month measurement period, controlling for demographic, geographic, insurance, and clinical factors. The present study extends the existing literature by analyzing the relationship of ART adherence to total healthcare costs for asymptomatic HIV-positive patients separately from those patients with AIDS-defining conditions. METHODS: This retrospective study utilized claims data from Florida Medicaid claims from July 2006 through June 2011. All patients (n = 502) were HIV-positive, aged 18-64 years, non-pregnant, and ART naïve for at least 12 months prior to the measurement period. Each patient was categorized, based on medication possession ratios, as adherent (≥90 %) or non-adherent (<90 %), and were divided into two groups: HIV positive (n = 232) and AIDS diagnosed (n = 270). Generalized linear models predicted the mean monthly total expenditures for the non-adherence group versus the adherence group. RESULTS: For the HIV-positive group, the adjusted mean monthly expenditures for the non-adherent group were US$1,291; the adherent group adjusted mean monthly expenditures were US$1,926. The HIV-positive non-adherent group adjusted mean monthly expenditures were significantly less than the adherent group (-40 %, p < 0.001). However, for the AIDS-diagnosed group, there was not a statistically significant association of ART adherence to total healthcare expenditures (p = 0.29). CONCLUSION: The results show that the relationship of ART adherence to healthcare costs is more complex than previously reported.
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Síndrome da Imunodeficiência Adquirida/tratamento farmacológico , Antirretrovirais/economia , Infecções por HIV/tratamento farmacológico , Custos de Cuidados de Saúde/estatística & dados numéricos , Gastos em Saúde/estatística & dados numéricos , Medicaid/economia , Adesão à Medicação/estatística & dados numéricos , Síndrome da Imunodeficiência Adquirida/economia , Adolescente , Adulto , Antirretrovirais/uso terapêutico , Feminino , Florida , Infecções por HIV/economia , Humanos , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Estados Unidos , Adulto JovemRESUMO
STUDY DESIGN: A mixed-effects model was used to evaluate the effects specific surgical procedure by International Classification of Diseases, Ninth Revision, Clinical Modification, procedure code, patient age, sex, ethnic group, payers for the inpatient hospital stay, and number of additional diagnoses beyond the principal diagnosis that led to the procedure (as a proxy for severity of illness) on the charges for lumbar fusion surgery. OBJECTIVE: The present research examined the charges and the predictors of the charges for lumbar fusion surgery in Florida hospitals in 2010. SUMMARY OF BACKGROUND DATA: The number of spinal fusion surgical procedures in the United States has grown exponentially in recent years despite the procedure's high costs and questionable efficacy for many of the principal diagnoses associated with it. METHODS: All records with any of the 5 International Classification of Diseases, Ninth Revision, Clinical Modification, principal procedure codes for lumbar fusion were extracted (cases) from the Florida Agency for Health Care Administration (AHCA) hospital discharge data for the year 2010. A control group was obtained by taking all patients who had the same principal diagnoses as the cases, but who did not have fusion surgery. This produced 16,236 cases and 21,856 controls. RESULTS: The total hospital charges for lumbar fusion surgery in Florida in 2010 were $2,095,413,584. Despite having the same principal diagnoses and a similar number of additional diagnoses, patients who underwent a fusion surgery had 3 times the charges as those incurred by the controls. The number of additional diagnoses, sex, age, payer, and principal procedure, were all found to be statistically significant predictors of charges. Ethnicity was not significant. Of all the predictors, the number of additional diagnoses was the most significant in the model (F=2577, P<0.0001). CONCLUSION: The high incidence and charges for fusion surgical procedures shown in this study emphasize the need for a better understanding of when these surgical procedures are justified and for which patients. LEVEL OF EVIDENCE: N/A.
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Preços Hospitalares , Vértebras Lombares/cirurgia , Fusão Vertebral/economia , Adulto , Idoso , Feminino , Florida/epidemiologia , Previsões , Preços Hospitalares/tendências , Hospitais/tendências , Humanos , Masculino , Pessoa de Meia-Idade , Alta do Paciente/economia , Alta do Paciente/tendências , Adulto JovemRESUMO
BACKGROUND: Injury remains a public health challenge despite advances in trauma care. Periodic survey of injury epidemiology is essential to the trauma system's continuous performance improvement. We undertook this study to characterize the changes in Florida injury rates during the past 15 years. METHODS: Injured patients were identified with the use of a statewide database over 15 years ending in 2010. Population data were obtained from the U.S. Census. Severe injury was defined by International Classification Injury Severity Scores less than 0.85. Injury rates were expressed in discharges per 100,000 residents. Trends were analyzed by linear regression. RESULTS: The 1.5 million patient discharges consisted of 5.2% children, 39.7% adults, and 55.1% elderly. The overall injury rate decreased in children by 18% but increased in adults by 2% and in the elderly by 17% during the study period. The proportion of severe injuries decreased in children and the elderly but did not change in adults. Injury patterns changed in all age groups. CONCLUSION: Injury in the elderly is increasing at a rate seven times that of adults. In 2010, the elderly accounted for only 17% of the population but 55% of injury-related discharges. These trends have dramatic implications for the design of future trauma systems and health care resource use.
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Ferimentos e Lesões/epidemiologia , Adolescente , Adulto , Idoso , Criança , Pré-Escolar , Florida/epidemiologia , Humanos , Lactente , Recém-Nascido , Escala de Gravidade do Ferimento , Pessoa de Meia-IdadeRESUMO
BACKGROUND: Trauma systems are designed to deliver timely and appropriate care. Prehospital triage regulations and interfacility transfer guidelines are the primary determinants of system efficacy. We analyzed the effectiveness of the Florida trauma system in delivering trauma patients to trauma centers over time. STUDY DESIGN: Injured patients were identified by ICD-9 codes from a statewide discharge dataset, and they were categorized as children (less than 16 years old), adult (16 to 65 years old), or elderly (over 65 years old). Severe injury was defined by International Classification Injury Severity Scores (ICISS) < 0.85. Residence ZIP codes were used as a surrogate for injury location. RESULTS: Severe injury discharges increased at designated trauma centers (DTCs) and decreased at nontrauma centers (NTCs). The proportion of patients with severe injuries discharged from DTCs increased for all age groups, capturing nearly all severely injured children and adults. Access to DTCs was dependent on proximity for severely injured elderly but not for severely injured children and adults. CONCLUSIONS: Triage improved over time, enabling near complete capture of at-risk children and adults independent of DTC proximity. Because distance from a DTC does not limit access for children and adults, existing trauma system resources are sufficient to meet the current demands. Efforts are needed to determine the trauma resource and triage needs of the severely injured elderly.
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Escala de Gravidade do Ferimento , Centros de Traumatologia/estatística & dados numéricos , Centros de Traumatologia/normas , Triagem/estatística & dados numéricos , Triagem/normas , Adulto , Idoso , Criança , Humanos , Fatores de Tempo , Populações VulneráveisRESUMO
BACKGROUND: Despite decades of trauma system development, many severely injured patients fail to reach a trauma center for definitive care. The purpose of this study was to define the regions served by Florida's designated trauma centers and define the geographic distribution of severely injured patients who do not access the state's trauma system. METHODS: Severely injured patients discharged from Florida hospitals were identified using the 2009 Florida Agency for Health Care Administration database. The home zip codes of patients discharged from trauma and nontrauma center hospitals were used as a surrogate for injury location and plotted on a map. A radial distance containing 75% of trauma center discharges defined trauma center catchment area. RESULTS: Only 52% of severely injured patients were discharged from trauma centers. The catchment areas varied from 204 square miles to 12,682 square miles and together encompassed 92% state's area. Although 93% of patients lived within a trauma center catchment area, the proportion treated at a trauma center in each catchment area varied from 13% to 58%. Mapping of patient residences identified regions of limited access to the trauma system despite proximity to trauma centers. CONCLUSIONS: The distribution of severely injured patients who do not reach trauma centers presents an opportunity for trauma system improvement. Those in proximity to trauma centers may benefit from improved and secondary triage guidelines and interfacility transfer agreements, whereas those distant from trauma centers may suggest a need for additional trauma system resources. LEVEL OF EVIDENCE: Epidemiologic study, level III.
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Acessibilidade aos Serviços de Saúde/organização & administração , Transporte de Pacientes/estatística & dados numéricos , Centros de Traumatologia/organização & administração , Ferimentos e Lesões/terapia , Estudos de Coortes , Bases de Dados Factuais , Feminino , Florida , Geografia , Humanos , Escala de Gravidade do Ferimento , Masculino , Avaliação das Necessidades , Inovação Organizacional , Alta do Paciente/estatística & dados numéricos , Desenvolvimento de Programas , Avaliação de Programas e Projetos de Saúde , Programas Médicos Regionais/organização & administração , Gestão da Qualidade Total , Ferimentos e Lesões/diagnósticoRESUMO
BACKGROUND: This article analyzes the effectiveness of designated trauma centers (DTCs) in Florida concerning reduction in the mortality risk of severely injured elderly trauma victims. METHODS: Inpatient hospital data collected by the Agency for Health Care Administration were used to identify elderly trauma patients. An instrumental variables method was used to adjust for prehospital selection bias in addition to the influence of age, gender, race, risk of mortality, comorbidities, and type of injury. The model was estimated using a bivariate probit full information maximum likelihood model to determine the impact of triage to a trauma center as opposed to a nontrauma hospital. RESULTS: After adjusting for confounding influences, treatment at a DTC was associated with a statistically significant reduction of 0.072, 0.040, and 0.036 in the probability of mortality for patients in the age groups 65 years to 74 years, 75 years to 84 years, and ≥ 85 years, respectively. CONCLUSIONS: Treatment of severely injured elderly trauma patients in DTCs is associated with statistically significant gains in the probability of survival.
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Pacientes Internados , Centros de Traumatologia , Ferimentos e Lesões/mortalidade , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Feminino , Florida/epidemiologia , Mortalidade Hospitalar/tendências , Humanos , Masculino , Estudos Retrospectivos , Fatores de Risco , Índices de Gravidade do Trauma , Ferimentos e Lesões/diagnóstico , Ferimentos e Lesões/terapiaRESUMO
OBJECTIVE: The purposes of the study were to compare the survival associated with treatment of seriously injured patients with pediatric trauma in Florida at designated trauma centers (DTCs) with nontrauma center (NCs) acute care hospitals and to evaluate differences in mortality between designated pediatric and nonpediatric trauma centers. METHODS: Trauma-related inpatient hospital discharge records from 1995 to 2004 were analyzed for children aged from 0 to 19 years. Age, sex, ethnicity, injury mechanism, discharge diagnoses, and severity as defined by the International Classification Injury Severity Score were analyzed, using mortality during hospitalization as the outcome measure. Children with central nervous system, spine, torso, and vascular injuries and burns were evaluated. Instrumental variable analysis was used to control for triage bias, and mortality was compared by probabilistic regression and bivariate probit modeling. Children treated at a DTC were compared with those treated at a nontrauma center. Within the population treated at a DTC, those treated at a DTC with pediatric capability were compared with those treated at a DTC without additional pediatric capability. Models were analyzed for children aged 0 to 19 years and 0 to 15 years. RESULTS: For the 27,313 patients between ages 0 and 19 years, treatment in DTCs was associated with a 3.15% reduction in the probability of mortality (P < .0001, bivariate probit). The survival advantage for children aged 0 to 15 years was 1.6%, which is not statistically significant. Treatment of 16,607 children in a designated pediatric DTC, as opposed to a nonpediatric DTC, was associated with an additional 4.84% reduction in mortality in the 0- to 19-year age group and 4.5% in the 0 to 15 years group (P < .001, bivariate probit). CONCLUSIONS: Optimal care of the seriously injured child requires both the extensive and immediate resources of a DTC as well as pediatric-specific specialty support.