RESUMO
BACKGROUND: Adherence to child passenger safety recommendations is essential to prevent death and injury in children involved in motor vehicle crashes. Parents may not undertake the proper safety measures, which can lead to increase injury. METHODS: A safety net, level I trauma center's database was used to identify admitted children (age<15 y/o) involved in motor vehicle crashes over a 2-y period to investigate safety restraint device use and compliance with state recommendations. Variables evaluated were crash characteristics, presence and method of passenger restraint, demographics, Glasgow Coma Scale, and Injury Severity Score. Excluded were patients where restraint characteristics could not be identified and those discharged from the trauma center. RESULTS: Eighty patients met inclusion criteria. Thirty-two (40%) children were unrestrained. Safety restraint device was noted in 48 (60%) children with 13 (27.1%) patients improperly restrained. The most common method of improper restraint (6, 46.2%) was traveling in the front seat before the age state law recommends. With respect to proper, improper, and no restraint, age (7.31 ± 14.26, 5.76 ± 3.24, P = 0.36), female sex (17, 8, 13, P = 0.32), low-income status (14, 5, 24, P = 0.28), and race (P = 0.08) did not differ between the groups. The unrestrained children had statistically lower initial Glasgow Coma Scale and higher Injury Severity Score and were more often involved in high-risk mechanism of Injury motor vehicle crashes. CONCLUSIONS: Despite recommendations and regulations regarding child passenger safety measures, there are a significant number of children that remain suboptimally restrained who are admitted to a safety-net trauma center. Further research is needed to understand the barriers to increase the compliance with recommendations along with targeted educational campaigns in low-compliance populations.
Assuntos
Acidentes de Trânsito/estatística & dados numéricos , Sistemas de Proteção para Crianças/estatística & dados numéricos , Criança , Pré-Escolar , Feminino , Florida/epidemiologia , Humanos , Masculino , Grupos Minoritários/estatística & dados numéricos , Pobreza , Estudos Retrospectivos , Provedores de Redes de Segurança/estatística & dados numéricos , Centros de Traumatologia/estatística & dados numéricos , Ferimentos e Lesões/epidemiologiaRESUMO
BACKGROUND: Pediatric brain injuries are common, but current management of patients with mild traumatic intracranial hemorrhage (T-ICH) is suboptimal, often including unnecessary repeat head CT (RHCT) and neurosurgical consultation (NSC). Brain Injury Guidelines (BIG) have been developed to standardize the management of TBI, and recent work suggests they may be applied to children. The aim of this study was to apply BIG to a low-risk pediatric TBI population to further determine whether the framework can be safely applied to children in a way that reduces overutilization of RHCTs and NSC. METHODS: A retrospective chart review of a Level I Adult and Pediatric Trauma Center's pediatric registry over 4 y was performed. BIG was applied to these patients to evaluate the utility of RHCT and need for neurosurgical intervention (NSG-I) in those meeting BIG-1 criteria. Those with minor skull fracture (mSFx) who otherwise met BIG-1 criteria were also included. RESULTS: Twenty-eight patients with low-risk T-ICH met criteria for review. RHCT was performed in seven patients, with only two being prompted by clinical neurologic change/deterioration. NSC occurred in 21 of the cases. Ultimately, no patient identified by BIG-1 ± mSFx required NSG-I. CONCLUSIONS: Application of BIG criteria to children with mild T-ICH appears capable of reducing RHCT and NSC safely. Additionally, those with mSFx that otherwise fulfill BIG-1 criteria can be managed similarly by acute care surgeons. Further prospective studies should evaluate the application of BIG-1 in larger patient populations to support the generalizability of these findings.
Assuntos
Tomada de Decisão Clínica/métodos , Hemorragia Intracraniana Traumática/cirurgia , Procedimentos Neurocirúrgicos/normas , Provedores de Redes de Segurança/normas , Centros de Traumatologia/normas , Adolescente , Encéfalo/irrigação sanguínea , Encéfalo/diagnóstico por imagem , Criança , Pré-Escolar , Feminino , Fidelidade a Diretrizes/normas , Fidelidade a Diretrizes/estatística & dados numéricos , Humanos , Escala de Gravidade do Ferimento , Hemorragia Intracraniana Traumática/diagnóstico , Masculino , Procedimentos Neurocirúrgicos/estatística & dados numéricos , Seleção de Pacientes , Guias de Prática Clínica como Assunto , Estudos Prospectivos , Encaminhamento e Consulta/normas , Encaminhamento e Consulta/estatística & dados numéricos , Estudos Retrospectivos , Provedores de Redes de Segurança/estatística & dados numéricos , Tomografia Computadorizada por Raios X/normas , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Centros de Traumatologia/estatística & dados numéricos , Resultado do TratamentoRESUMO
OBJECTIVE: This study used a multi-center database to evaluate the impact of neoadjuvant therapy on the 30-day morbidity and mortality following esophagectomy for esophageal cancer. METHODS: The NSQIP database was queried for 2005-2012 for patients, who had esophagectomy for esophageal cancer. Patients were divided into two groups: neoadjuvant therapy and esophagectomy only. RESULTS: The neoadjuvant group had a lower rates of sepsis (8% vs. 13%, unadjusted P = 0.004) and acute renal failure (0.4% vs. 2%, unadjusted P = 0.01), and a higher rate of pulmonary embolism (PE) (3% vs. 1%, unadjusted P = 0.04). The adjusted odds of PE for patients, who received neoadjuvant therapy were 2.8 times the odds of PE for patients in the esophagectomy group, controlling for BMI. The association with renal failure was not significant, when one adjusted for race. There was no difference in the rates of reoperation, readmission, stroke, cardiac arrest, MI, surgical site and deep organ infections, anastomosis failure, blood transfusions, DVT, septic shock, pneumonia, UTI, respiratory failure, and 30-day mortality between the two groups. CONCLUSIONS: We conclude that neoadjuvant therapy followed by esophagectomy for esophageal cancer does not have a negative impact on 30-day mortality. Neoadjuvant therapy is associated with increased odds of PE. J. Surg. Oncol. 2017;115:296-300. © 2016 Wiley Periodicals, Inc.
Assuntos
Neoplasias Esofágicas/mortalidade , Neoplasias Esofágicas/terapia , Esofagectomia/estatística & dados numéricos , Idoso , Bases de Dados Factuais , Neoplasias Esofágicas/cirurgia , Esofagectomia/efeitos adversos , Esofagectomia/métodos , Esofagectomia/mortalidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Terapia Neoadjuvante , Estados Unidos/epidemiologiaRESUMO
Awareness of a patient's clinical status during hospitalization is a primary responsibility for hospital providers. One tool to assess status is the Rothman Index (RI), a validated measure of patient condition for adults, based on empirically derived relationships between 1-year post-discharge mortality and each of 26 clinical measurements available in the electronic medical record. However, such an approach cannot be used for pediatrics, where the relationships between risk and clinical variables are distinct functions of patient age, and sufficient 1-year mortality data for each age group simply do not exist. We report the development and validation of a new methodology to use adult mortality data to generate continuously age-adjusted acuity scores for pediatrics. Clinical data were extracted from EMRs at three pediatric hospitals covering 105,470 inpatient visits over a 3-year period. The RI input variable set was used as a starting point for the development of the pediatric Rothman Index (pRI). Age-dependence of continuous variables was determined by plotting mean values versus age. For variables determined to be age-dependent, polynomial functions of mean value and mean standard deviation versus age were constructed. Mean values and standard deviations for adult RI excess risk curves were separately estimated. Based on the "find the center of the channel" hypothesis, univariate pediatric risk was then computed by applying a z-score transform to adult mean and standard deviation values based on polynomial pediatric mean and standard deviation functions. Multivariate pediatric risk is estimated as the sum of univariate risk. Other age adjustments for categorical variables were also employed. Age-specific pediatric excess risk functions were compared to age-specific expert-derived functions and to in-hospital mortality. AUC for 24-h mortality and pRI scores prior to unplanned ICU transfers were computed. Age-adjusted risk functions correlated well with similar functions in Bedside PEWS and PAWS. Pediatric nursing data correlated well with risk as measured by mortality odds ratios. AUC for pRI for 24-h mortality was 0.93 (0.92, 0.94), 0.93 (0.93, 0.93) and 0.95 (0.95, 0.95) at the three pediatric hospitals. Unplanned ICU transfers correlated with lower pRI scores. Moreover, pRI scores declined prior to such events. A new methodology to continuously age-adjust patient acuity provides a tool to facilitate timely identification of physiologic deterioration in hospitalized children.
Assuntos
Criança Hospitalizada , Mineração de Dados , Registros Eletrônicos de Saúde , Mortalidade Hospitalar , Medição de Risco , Índice de Gravidade de Doença , Criança , Pré-Escolar , Feminino , Hospitais Pediátricos , Humanos , Lactente , Masculino , Gravidade do PacienteRESUMO
BACKGROUND: Broad-based formal quality improvement curriculum emphasizing Six Sigma and the DMAIC approach developed by our institution is required for physicians in training. DMAIC methods evaluated the common outcome of postoperative hyponatremia, thus resulting in collaboration to prevent hyponatremia in the renal transplant population. METHODS: To define postoperative hyponatremia in renal transplant recipients, a project charter outlined project aims. To measure postoperative hyponatremia, serum sodium at admission and immediately postoperative were recorded by retrospective review of renal transplant recipient charts from June 29, 2010 to December 31, 2011. An Ishikawa diagram was generated to analyze potential causative factors. Interdisciplinary collaboration and hospital policy assessment determined necessary improvements to prevent hyponatremia. Continuous monitoring in control phase was performed by establishing the goal of <10% of transplant recipients with abnormal serum sodium annually through quarterly reduction of hyponatremia by 30% to reach this goal. RESULTS: Of 54 transplant recipients, postoperative hyponatremia occurred in 92.6% of patients. These potential causes were evaluated: 1) Hemodialysis was more common than peritoneal dialysis. 2) Alemtuzumab induction was more common than antithymocyte globulin. 3) A primary diagnosis of diabetes existed in 16 patients (30%). 4) Strikingly, 51 patients received 0.45% sodium chloride intraoperatively, suggesting this as the most likely cause of postoperative hyponatremia. A hospital policy change to administer 0.9% sodium chloride during renal transplantation resulted in normal serum sodium levels postoperatively in 59 of 64 patients (92.2%). CONCLUSION: The DMAIC approach and formal quality curriculum for trainees addresses core competencies by providing a framework for problem solving, interdisciplinary collaboration, and process improvement.
Assuntos
Hiponatremia/prevenção & controle , Transplante de Rim , Complicações Pós-Operatórias/prevenção & controle , Melhoria de Qualidade , Educação Baseada em Competências , Humanos , Hiponatremia/epidemiologia , Incidência , Comunicação Interdisciplinar , Complicações Pós-Operatórias/epidemiologia , Aprendizagem Baseada em Problemas , Estudos Retrospectivos , Estados Unidos/epidemiologiaRESUMO
BACKGROUND: Unintentional injury is the leading cause of death in pediatric patients. Despite a heavy burden of pediatric trauma, prehospital transport and triage of pediatric trauma patients are not standardized. Prehospital providers report anxiety and a lack of confidence in transport, triage, and care of pediatric trauma patients. MATERIALS AND METHODS: Prehospital transport providers with 3 organizations across southeast Georgia and northeast Florida were contacted via email (n = 146) and asked to complete 2 Web-based surveys to evaluate their comfort level with performing tasks in the transport of pediatric and adult trauma patients. Bivariate statistics and qualitative thematic analyses were performed to assess comfort with pediatric trauma transports. RESULTS: Survey 1 (N = 35) showed that mean comfort levels of prehospital providers were significantly lower for pediatric patients than adult trauma patients in 7 out of 9 tasks queried, including airway management and interpreting children's physiology. The following themes emerged from survey 2 (N = 14) responses: additional clinical knowledge resources would be beneficial when caring for pediatric trauma patients, pediatric medication administration is a source of uncertainty, prehospital transport teams would benefit from additional pediatric trauma training, infrequent transport of pediatric trauma patients affects provider comfort level, and pediatric trauma generates higher levels of anxiety among providers. DISCUSSION: Prehospital transport of pediatric trauma patients is infrequent and a source of anxiety for prehospital providers. Rigs should be equipped with a reference tool addressing crucial tasks and deficiencies in training.
Assuntos
Atitude do Pessoal de Saúde , Transporte de Pacientes , Ferimentos e Lesões/terapia , Adulto , Fatores Etários , Criança , Competência Clínica , Florida , Georgia , Humanos , Autoimagem , Inquéritos e QuestionáriosRESUMO
OBJECTIVE: Ubiquitin C-terminal hydrolase (UCH-L1), also called neuronal-specific protein gene product (PGP 9.3), is highly abundant in neurons. To assess the reliability of UCH-L1 as a potential biomarker for traumatic brain injury (TBI) this study compared cerebrospinal fluid (CSF) levels of UCH-L1 from adult patients with severe TBI to uninjured controls; and examined the relationship between levels with severity of injury, complications and functional outcome. DESIGN: This study was designed as prospective case control study. PATIENTS: This study enrolled 66 patients, 41 with severe TBI, defined by a Glasgow coma scale (GCS) score of < or =8, who underwent intraventricular intracranial pressure monitoring and 25 controls without TBI requiring CSF drainage for other medical reasons. SETTING: : Two hospital system level I trauma centers. MEASUREMENTS AND MAIN RESULTS: Ventricular CSF was sampled from each patient at 6, 12, 24, 48, 72, 96, 120, 144, and 168 hrs following TBI and analyzed for UCH-L1. Injury severity was assessed by the GCS score, Marshall Classification on computed tomography and a complicated postinjury course. Mortality was assessed at 6 wks and long-term outcome was assessed using the Glasgow outcome score 6 months after injury. TBI patients had significantly elevated CSF levels of UCH-L1 at each time point after injury compared to uninjured controls. Overall mean levels of UCH-L1 in TBI patients was 44.2 ng/mL (+/-7.9) compared with 2.7 ng/mL (+/-0.7) in controls (p <.001). There were significantly higher levels of UCH-L1 in patients with a lower GCS score at 24 hrs, in those with postinjury complications, in those with 6-wk mortality, and in those with a poor 6-month dichotomized Glasgow outcome score. CONCLUSIONS: These data suggest that this novel biomarker has the potential to determine injury severity in TBI patients. Further studies are needed to validate these findings in a larger sample.
Assuntos
Lesões Encefálicas/líquido cefalorraquidiano , Lesões Encefálicas/mortalidade , Causas de Morte , Ubiquitina Tiolesterase/líquido cefalorraquidiano , Adolescente , Adulto , Fatores Etários , Idoso , Biomarcadores/líquido cefalorraquidiano , Lesões Encefálicas/diagnóstico , Lesões Encefálicas/terapia , Estudos de Casos e Controles , Ensaio de Imunoadsorção Enzimática , Feminino , Escala de Coma de Glasgow , Mortalidade Hospitalar , Humanos , Escala de Gravidade do Ferimento , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Estudos Prospectivos , Curva ROC , Valores de Referência , Medição de Risco , Fatores Sexuais , Estatísticas não Paramétricas , Análise de Sobrevida , Centros de Traumatologia , Ubiquitina Tiolesterase/metabolismo , Adulto JovemRESUMO
BACKGROUND: To determine whether peritoneal drain (PD) or laparotomy (LAP) is the most effective intervention in premature neonates with necrotizing enterocolitis (NEC) or intestinal perforation (IP). METHODS: A systematic review of the published literature between January 2000 and December 2008 was undertaken. Prospective studies with at least 25 patients in each of the PD and LAP arms were selected. Gestational age, birth weight, operation, and mortality data were extracted. RESULTS: Five prospective studies (two level I, three level II) with 523 (273 PD, 250 LAP) participants followed for mortality met selection criteria. Using a fixed effect model, the combined estimate indicates an increased mortality of 55% with PD (OR 1.55, 95% CI: 1.08-2.22, P=0.02) without statistical heterogeneity (chi(2)=5.88, P=0.21). PD patients were 0.78 wk younger (P =0.0002) and 67 g smaller (P =0.0006). Analysis of the three level II trials yielded a combined estimate indicating an excess mortality of 89% with PD patients (95% CI: 1.20-2.98, P =0.006) without statistical heterogeneity (chi(2)=3.74, P=0.15). CONCLUSIONS: PD is associated with 55% excess mortality compared with LAP. Pediatric surgeons must individually assess and select patients with NEC and IP for optimal surgical therapy.
Assuntos
Drenagem , Enterocolite Necrosante/cirurgia , Doenças do Prematuro/cirurgia , Perfuração Intestinal/cirurgia , Laparotomia , Enterocolite Necrosante/mortalidade , Humanos , Recém-Nascido , Recém-Nascido Prematuro , Doenças do Prematuro/mortalidade , Perfuração Intestinal/mortalidadeRESUMO
The delivery of trauma and emergency surgical care is in a state of crisis. We hypothesized that this looming crisis was already manifested in Florida. The trauma medical directors of the 20 state designated trauma centers were surveyed for information pertaining to number of available surgeons for trauma call, number of night calls/month, age of the current trauma surgeons, and the estimated number of years each surgeon planned to continue taking call. We also queried trauma medical directors about recruitment of additional trauma surgeons. Fourteen directors responded. Each program had at least four surgeons taking trauma call on average 5.3 nights/month. Sixty-three per cent of surgeons taking call were less than 50-years-old. Thirty surgeons (39.5%) planned to discontinue trauma call within 10 years, leaving 46 surgeons (60.5%) presently committed to longer than 10 years of call. Nine programs were actively recruiting. Five programs (50%) were recruiting for < 1 year, three programs (30%) were recruiting for 1 to 2 years, and two programs (20%) were recruiting > 2 years. Florida's trauma surgeons are a vanishing breed. Given the recruiting difficulties, the diminishing numbers of Florida's general surgeons will have to fill the gaps.
Assuntos
Atenção à Saúde/organização & administração , Cirurgia Geral , Centros de Traumatologia , Traumatologia , Florida , Humanos , Satisfação no Emprego , Pessoa de Meia-Idade , Estudos Retrospectivos , Inquéritos e Questionários , Centros de Traumatologia/estatística & dados numéricos , Recursos HumanosRESUMO
BACKGROUND: Motor vehicle crashes remain the leading cause of death and disability in teenagers. Graduated licensing laws, enforcement of a legal drinking age of 21 years, zero tolerance, and mandatory restraints have been successful in reducing crashes and fatalities. Media safety campaigns have been less successful. This study was designed to analyze whether perceived effectiveness of public service announcements (PSAs) differed between teens and adults. We hypothesized that adult-derived intent differs from teen perception. METHODS: High-school students attending an annual municipal student safety exposition were asked to rank order six PSAs that were previously judged by an almost all adult committee. Additionally, students were asked to rate the PSAs on an agreement Likert scale assessing interest, understandability, and believability and to indicate potential effect on driving behavior. Students further graded their agreement with 10 top-published driving distracters and were asked to list additional perceived driving distracters. RESULTS: Of the 330 surveys collected, 201 students aged 14 years to 19 years selected at least one choice and 181 ranked-ordered >1 PSA. The PSA #3 selected by the original adult judges was ranked second (33%) by teens with PSA #1 in first place (34%). PSA 1 was not considered as effective by the adult judges. Student age, race, grade, or gender did not produce statistically significant differences. A cohort of 186 teens responded to nationally noted driving distracters with >86% in agreement. Eating and applying cosmetics were additional distracters noted by students completing the survey. CONCLUSION: Preventative media messages should include teen stakeholder review. The components of effective adolescent safety messages continue to require further study.
Assuntos
Atenção , Condução de Veículo/psicologia , Promoção da Saúde/organização & administração , Percepção , Comunicação Persuasiva , Segurança , Adolescente , Comportamento do Adolescente , Adulto , Compreensão , Feminino , Humanos , Masculino , Assunção de Riscos , Adulto JovemRESUMO
Soon after birth, the neonatal intestine is confronted with a massive antigenic challenge of microbial colonization. Microbial signals are required for maturation of several physiological, anatomical, and biochemical functions of intestinal epithelial barrier (IEB) after birth. Commensal bacteria regulate intestinal innate and adaptive immunity and provide stimuli for ongoing repair and restitution of IEB. Colonization by pathogenic bacteria and/or dysmature response to microbial stimuli can result in flagrant inflammatory response as seen in necrotizing enterocolitis (NEC). Characterized by inflammation and hemorrhagic-ischemic necrosis, NEC is a devastating complication of prematurity. Although there is evidence that both prematurity and presence of bacteria, are proven contributing factors to the pathogenesis of NEC, the molecular mechanisms involved in IEB dysfunction associated with NEC have begun to emerge only recently. The metagenomic advances in the field of intestinal microecology are providing insight into the factors that are required for establishment of commensal bacteria that appear to provide protection against intestinal inflammation and NEC. Perturbations in achieving colonization by commensal bacteria such as premature birth or hospitalization in intensive care nursery can result in dysfunction of IEB and NEC. In this article, microbial modulation of functions of IEB and its relationship with barrier dysfunction and NEC are described.
Assuntos
Bactérias/crescimento & desenvolvimento , Enterocolite Necrosante/metabolismo , Imunidade Inata , Mucosa Intestinal/fisiologia , Enterocolite Necrosante/imunologia , Enterocolite Necrosante/microbiologia , Humanos , Mucosa Intestinal/microbiologiaRESUMO
Background In July 2014, the Institute of Medicine released a review of the governance of Graduate Medical Education (GME), concluding that changes to GME financing were needed to reward desired performance and to reshape the workforce to meet the nation's needs. In light of the rapid emergence of alternative payment systems, we evaluated the financial value of resident participation in operative surgical care. Methods The Department of Surgery provided Current Procedural Terminology (CPT) codes for procedures performed by the general surgical service at our institution for the 2011 academic year. For each code, the charge and total instances were provided. CPTs allowing an assistant fee were identified using the Searchable Medicare Physician Fee Schedule. This approach enabled calculation of the potential resident contribution to GME funding. Results A total of 515 unique CPTs were potentially billable for a total of 6,578 procedures, of which 2,552 (39%) were reimbursable. These CPTs would have generated $1,882,854 in assistant charges. The top 50 most frequent CPTs resulted in 4,247 procedures. Within the top 50, 1362 procedures (32% of the top 50, 21% of the total) were reimbursable. Of the total assistant charges, $963,227 (51%) occurred in the top 50 most frequent CPTs. Conclusions Credit for resident participation in operative care as co-surgeon would average $67,244 per resident, compared to our current funding of $142,635 per resident. This type of alternative funding could provide 47% of current educational support. The skew in distribution of procedures also suggests that such a system could provide guidance to a more balanced operative experience. Such performance-based credentialing could be used to ensure appropriate housestaff for a given case; these reimbursements could also be adjusted based on quality metrics to provide for transformational change in patient outcomes.
RESUMO
BACKGROUND: Mortality-based metrics like the International Classification of Diseases (ICD) Injury Severity Score (ICISS) may underestimate burden of pediatric traumatic disease due to lower mortality rates in children. The purpose of this study was to develop and validate two resource-based severity of injury (SOI) measures, then compare these measures and the ICISS across a broad age spectrum of injured patients. METHODS: The ICISS and two novel SOI measures, termed ICD Critical Care Severity Score (ICASS) and ICD General Anesthesia Severity Score (IGASS), were derived from Florida state administrative 2012 to 2016 data and validated with 2017 data. The ICASS and IGASS predicted the need for critical care services and anesthesia services, respectively. Logistic regression was used to validate each SOI measure. Distributions of ICISS, ICASS, and IGASS were compared across pediatric (0-15 years), adult (16-64 years), and elderly (65-84 years) age groups. RESULTS: The derivation and validation cohorts consisted of 668,346 and 24,070 emergency admissions, respectively. On logistic regression, ICISS, ICASS, and IGASS were strongly predictive of observed mortality, critical care utilization, and anesthesia utilization, respectively (p < 0.001). The mean ICISS was 10.6 for pediatric and 19.0 for adult patients (ratio, 0.56), indicating that the predicted mortality risk in pediatric patients was slightly over half that of adults. In contrast, the mean ICASS for pediatric and adult patients was 50.2 and 53.2, respectively (ratio, 0.94); indicating predicted critical care utilization in pediatric patients was nearly the same as that of adults. The IGASS comparisons followed comparable patterns. CONCLUSION: When a mortality-based SOI measure is used, the severity of pediatric injury appears much lower than that of adults, but when resource-based measures are used, pediatric and adult burden of injury appear very similar. The ICASS and IGASS are novel and valid resource-based SOI measures that are easily calculated with administrative data. They may complement mortality-based measures in pediatric trauma. LEVEL OF EVIDENCE: Level III, prognostic and epidemiological study.
Assuntos
Anestesia , Cuidados Críticos , Escala de Gravidade do Ferimento , Classificação Internacional de Doenças , Ferimentos e Lesões/diagnóstico , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Benchmarking , Criança , Pré-Escolar , Bases de Dados Factuais , Feminino , Florida/epidemiologia , Humanos , Lactente , Recém-Nascido , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Probabilidade , Ferimentos e Lesões/mortalidade , Adulto JovemRESUMO
Data mining is defined as the automatic extraction of useful, often previously unknown information from large databases or data sets. It has become a major part of modern life and is extensively used in industry, banking, government, and health care delivery. The process requires a data collection system that integrates input from multiple sources containing critical elements that define outcomes of interest. Appropriately designed data mining processes identify and adjust for confounding variables. The statistical modeling used to manipulate accumulated data may involve any number of techniques. As predicted results are periodically analyzed against those observed, the model is consistently refined to optimize precision and accuracy. Whether applying integrated sources of clinical data to inferential probabilistic prediction of risk of ventilator-associated pneumonia or population surveillance for signs of bioterrorism, it is essential that modern health care providers have at least a rudimentary understanding of what the concept means, how it basically works, and what it means to current and future health care.
Assuntos
Bases de Dados Factuais , Modelos Estatísticos , Sistema de Registros , Ferimentos e Lesões/epidemiologia , Ferimentos e Lesões/prevenção & controle , Criança , HumanosRESUMO
OBJECTIVE: To compare the epidemiology of pediatric pedestrian injury in Jacksonville, FL to national trends, to analyze geographic distribution of these injuries, and to analyze pedestrian injury severity trends over time. METHODS: Hospital emergency department and trauma registry data were analyzed for calendar year 2002 to define the incidence by age of vehicular pedestrian injury (Classification of Diseases--9th Revision--Clinical Modification E-code 814.7) in children less than 18 years old. The group was then stratified into the cohort living in the urban center (health zone 1-HZ1), and all other children in the region served by our state designated regional pediatric trauma referral center. To identify specific areas of cluster within and outside HZ1, FL Department of Highway Safety and Motor Vehicles (DHSMV) pedestrian crash data were analyzed for years 2002 to 2004. Global information system (GIS) mapping was performed based upon crash data geographic information. A recently deployed electronic injury surveillance system that combines both emergency department and trauma registry databases was then used to perform a similar analysis for calendar year 2006, which was the second of a 2-year program of enhanced prevention education specifically focused on the children and families of HZ1. This data were complied with 2006 DHSMV data to identify any decrease or change in GIS distribution of 2006 crashes compared with those of 2002. RESULTS: The 71 total crashes encountered during the 2002 included 21 children (30%) with injury severity that required admission to the trauma service. Children from HZ1 represented 34% of the 2002 cohort (N = 24). Comparison of victim age distribution to a national sample recorded in the National Pediatric Trauma Registry demonstrated a statistically significantly higher proportion of adolescents injured in Jacksonville. Epidemiologic evaluation of a larger sample of DHSMV data for 2002 to 2004 identified 236 crashes, in which males constituted a majority (64.4%). Fall was the largest season with 30.9% of incidents. Most crashes occurred from 1 pm to 8 pm (61.4%) and were distributed predominantly during weekdays. A major portion of crashes occurred at nonintersections (40.3%). As indicated in the 2002, cohort adolescents aged 11 to 15 were the largest age group struck (35% for 2002, 48% for 2002-2004). GIS mapping revealed a high density of crashes in the urban core of northwest Jacksonville. Data from 2006 identified 74 children struck by vehicles, including only 9 (12%) who required admission to the trauma service. The proportion of HZ1 victims remained the same (35%); however no HZ1 child required admission to the trauma service. The overall incidence was unchanged either in age distribution or occurrence within HZ1. Comparison of 2006 GIS data to 2002 highlights a persistence of pedestrian incidents in north and west components of urban Jacksonville. Analysis of 2006 DHSMV data reveal similar epidemiologic trends to 2002 to 2004. CONCLUSIONS: Although Jacksonville is similar to national trends in terms of gender, hour, day, and location of pedestrian injury, it differs from previous reports in terms of seasonality and the high proportion of adolescents struck. The effect of enhanced education appears to have diminished injury severity, although comparison of GIS plots clearly demonstrates that effective control will require changing environmental factors. Moreover, this report mandates further investigation and prevention efforts specifically targeting adolescents in urban areas.
Assuntos
Acidentes de Trânsito/estatística & dados numéricos , Sistemas de Informação Geográfica , Caminhada , Ferimentos e Lesões/epidemiologia , Adolescente , Criança , Feminino , Florida/epidemiologia , Humanos , Incidência , Escala de Gravidade do Ferimento , Masculino , Sistema de Registros , Fatores de Risco , Estações do Ano , População UrbanaRESUMO
BACKGROUND: The American College of Surgeons National Surgical Quality Improvement Program is becoming a core methodology to define performance as a ratio of observed to expected events. We hypothesized that application of this using International Classification of Injury Severity Score (ICISS) for individual patient risk stratification to a group of hospitals contributing data to the National Pediatric Trauma Registry (NPTR) would apply objective evidence of actual injuries to define an expected standard and identify performance outliers. METHODS: Using a blinded code, children entered into phase III of the NPTR were aggregated by treating hospital. Individual patient ICISS survival probability (Ps) were calculated using survival risk ratios (SRR) derived from the phase II NPTR dataset (n = 53,253). For each center, sample size, observed mortality, and ICISS Ps were calculated. Probability of mortality (Pm) was computed as 1 - Ps. Logistic regression was used to develop a predictive model for mortality. Logit transformation of Pm was performed to adjust for the skew of minor injury in children and reduce overestimation of low Pm fatalities. Mean Pm was computed for each center and multiplied by its volume to determine expected frequency. Observed to expected ratio (O/E) and 95% confidence interval were calculated to define expected performance and outliers above or below 1 SD of the mean O/E. RESULTS: Patients treated at 30 pediatric trauma centers (mean volume = 451 +/- 258/patients per center) were evaluated. Mean O/E was 1.001 with SD = 0.404. Twenty-two centers fell within the reference range; O/E of 12 centers exceeded 1, suggesting performance below expectation. Trauma center volume, as reflected by sample, did not correlate to O/E performance. CONCLUSIONS: Application of ICISS Ps from a national pediatric benchmark population simplifies determination of expected mortality necessary to compute the expected component of National Surgical Quality Improvement Program. Analysis of these ratios of expected to observed mortality demonstrates variance among centers, defines performance against peers using the same benchmarks, and can drive performance improvement based on the objective evidence of injury diagnoses actually encountered.
Assuntos
Hospitais Pediátricos/normas , Escala de Gravidade do Ferimento , Avaliação de Programas e Projetos de Saúde/tendências , Garantia da Qualidade dos Cuidados de Saúde/métodos , Centros Cirúrgicos/estatística & dados numéricos , Ferimentos e Lesões/classificação , Criança , Mortalidade Hospitalar/tendências , Humanos , Estados Unidos/epidemiologia , Ferimentos e Lesões/mortalidade , Ferimentos e Lesões/cirurgiaRESUMO
BACKGROUND: Falls remain a major cause of childhood morbidity and mortality. To improve effectiveness of our prevention program, we used our electronic injury surveillance database to analyze patient variables and the incidence of fall-related brain injury. METHODS: The database was queried for all injuries treated in the pediatric emergency department for which the word "fall" was listed as part of the chief complaint. Age, sex, and mechanism variables were cross tabulated for analysis with traumatic brain injury (TBI) codes. RESULTS: Between June 2005 and June 2008, the electronic surveillance system reported 39,718 injury-related visits to the pediatric emergency department. Falls were reported in 3,436 patients (2,107 males, 1,329 females). TBI occurred from falls in 171 patients. Although black children had a higher fall rate (69.24%) than white children (23.75%) and non-black, non-white children (7.01%), white children had the highest TBI rate from falls (9.47%). TBI from falls occurred at a lower mean age for females (5.40 +/- 4.45) than males (6.6 +/- 5.15) and for non-whites (5.98 +/- 4.88) than whites (6.21 +/- 4.93). Multiple logistic regression demonstrated a significant influence of age, race, and sex on the likelihood that a fall results in TBI. Females have a higher risk of TBI from falls than males from ages 0 to 11.5. This runs contrary to previous studies suggesting that toddler males are at highest risk for TBI. CONCLUSION: A disproportionate number of infants, toddlers, and adolescents sustain brain injury from falls. Race and sex group differences mandate enhanced focus on environmental safety and risk-taking behaviors.
Assuntos
Acidentes por Quedas/estatística & dados numéricos , Lesões Encefálicas/etnologia , Lesões Encefálicas/epidemiologia , Adolescente , Fatores Etários , Criança , Pré-Escolar , Serviço Hospitalar de Emergência/estatística & dados numéricos , Feminino , Florida/epidemiologia , Humanos , Incidência , Lactente , Modelos Logísticos , Masculino , Vigilância da População , Fatores de Risco , Fatores SexuaisRESUMO
BACKGROUND: Oncotic agents are a therapeutic mainstay for the management of intracranial hypertension. Both mannitol and varied concentrations of hypertonic saline (HTS) have been shown to be effective at reducing elevated intracranial pressure (ICP). We compared the safety and efficacy of 23.4% HTS to mannitol for acute management of elevated ICP after traumatic brain injury (TBI). METHODS: After approval from our institutional review board, the records of patients admitted with severe TBI who received mannitol or HTS were reviewed. Demographic and physiologic data were recorded. ICP, cerebral perfusion pressure, reduction of ICP after dose administration, serum sodium, osmolality, and magnitude of dose response during the subsequent 60 minutes were analyzed. Efficacy was determined by comparison of proportion of patients with any response and mean change in ICP after dosing with either agent. Safety was determined by recording any new postinfusion electrolyte or neurologic anomalies. Data were compared using chi2 test, accepting p < 0.05 as significant. RESULTS: Twenty-two patients with severe TBI received 210 doses of either mannitol or HTS. All patients suffered severe blunt injury (mean Injury Severity Score 28 +/- 11). HTS patients had a significantly higher ICP at the initiation of therapy than that of mannitol group (30.7 +/- 7.94 mm Hg vs. 28.3 +/- 8.07 mm Hg, respectively). There was no difference in initial cerebral perfusion pressure. Mean ICP reduction in the hour after administration of 102 doses of mannitol and 108 doses of HTS was greater for patients receiving HTS (9.3 +/- 7.37 mm Hg vs. 6.4 +/- 6.57 mm Hg, respectively; p = 0.0028, chi2). More patients responded to HTS (92.6% HTS vs. 74% mannitol; p = 0.0002, chi2). There was no significant difference between groups in the duration of ICP reduction after dose administration (4.1 hours vs. 3.8 hours, respectively). No adverse events after administration of either agent were identified. CONCLUSION: Based on this retrospective analysis, 23.4% HTS is more efficacious than mannitol in reducing ICP. If these results are confirmed in a prospective, randomized study, 23.4% HTS may become the agent of choice for the management of elevated ICP after TBI.
Assuntos
Lesões Encefálicas/complicações , Diuréticos Osmóticos/uso terapêutico , Hipertensão Intracraniana/tratamento farmacológico , Hipertensão Intracraniana/etiologia , Solução Salina Hipertônica/uso terapêutico , Adulto , Feminino , Humanos , Masculino , Manitol/uso terapêutico , Pessoa de Meia-Idade , Projetos Piloto , Estudos Retrospectivos , Resultado do Tratamento , Adulto JovemRESUMO
Current quality measures intended to drive improved clinical performance are perceived as an inappropriate administrative burden. Surgeon-constructed quality measures, including the NSQIP, are more closely aligned with provider performance and relevant outcome. We hypothesized that NSQIP participation would be associated with measurable improvement in surgical outcomes. Elective general surgical cases were compared by case volume and incidence of postoperative adverse events (AEs) from 2014 to 2017. Using the Clavien-Dindo severity scaling system, we summed the grades for each AE and defined the patient population burden of these AEs as this sum divided by case volume. Case volume samples increased 67 per cent from 2014 (n = 526, 30 day complete) to 2017 (n = 878). Ratio of patient burden to case volume improved from 0.92 (2014) to 0.73 (2017). Comparison of AE incidence was not significantly different; however, the majority decreased over time. Analysis of individual AE interval change identified sepsis-related respiratory care as the top priority performance improvement target. These data reflect improved performance for a growing volume of surgical procedures. The impact of perioperative morbidity and their associated burden on affected patients has decreased, demonstrating the value of combining NSQIP with Clavien-Dindo to measure the quality of surgical care in objective and patient-specific terms.
Assuntos
Procedimentos Cirúrgicos Eletivos/normas , Complicações Pós-Operatórias/epidemiologia , Qualidade da Assistência à Saúde , Bases de Dados Factuais , Procedimentos Cirúrgicos Eletivos/efeitos adversos , Humanos , Medição de Risco , Estados Unidos/epidemiologiaRESUMO
BACKGROUND/PURPOSE: Pediatric gunshot wounds (GSWs) carry significant incidence, mortality, and cost. We evaluated 20â¯years of GSW demographics at this level 1 trauma center and constructed a risk map triangulating areas of high incidence with risk factors. METHODS: Children 0-18â¯years suffering a GSW between 1996 and 2016 were identified via our trauma registry. Hospital charges, demographic, socioeconomic, and institutional variables were retrospectively reviewed. Multivariable logistic regression identified predictors of mortality. Geographic information system (GIS) mapping of incident location and residence identified areas of higher incidence. RESULTS: The cohort (nâ¯=â¯898) was 86.4% male. Mean age was 15.6⯱â¯3.4â¯years. Median Injury Severity Score (ISS) was 9 (1-75). Procedural and/or operative intervention occurred in 52.9%. Intent included assault (81.5%) and unintentional injury (12.8%). Hospital charges showed significant annual increase. Annual incidence varied without trend (pâ¯=â¯0.89). Mapping revealed significant clustering of GSWs in known lower socioeconomic areas. Yearly and total GSWs were highest in one particular zip code. ISS was a significant predictor of mortality (nâ¯=â¯18) (OR 1.19, 95% CI 1.15-1.22, pâ¯<â¯0.001). CONCLUSIONS: Our impoverished neighborhoods have higher pediatric GSW incidence, unchanged over 20â¯years. Alternative community-based prevention efforts should involve neighborhood capacity building and economic strengthening. TYPE OF STUDY: Retrospective study. LEVEL OF EVIDENCE: Level IV.