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BACKGROUND: The prehospital care provided by emergency medical services (EMS) personnel is a critical component of the public health, public safety, and health care systems in the U.S.; however, the population-level value of EMS care is often overlooked. No studies have examined how the density of EMS personnel relates to population-level health outcomes. Our objectives were to examine the geographic distribution and density of EMS personnel in the U.S.; and quantify the association between EMS personnel density and population-level health outcomes. METHODS: We conducted a cross-sectional evaluation of county-level EMS personnel density using estimates from the National Registry of Emergency Medical Technicians in nine states that require continuous national certification (Alabama, Louisiana, Massachusetts, Minnesota, New Hampshire, North Dakota, South Carolina, Vermont, and Washington, D.C.). Outcomes of interest included life expectancy, all-cause mortality, and cardiac arrest mortality. We used quantile regression models to examine the association between a 10-person increase in EMS personnel density and each outcome at the 10th, 50th (median), and 90th percentiles, controlling for population characteristics and area health resources. RESULTS: There were 356 counties included, with a mean EMS density of 223 EMS personnel per 100,000 population. Density was higher in rural compared to urban counties (247 versus 186 per 100,000 population; p = 0.001). In unadjusted models, there was a significant association between increase in EMS personnel density and an increase in life expectancy at each examined percentile (e.g., 50th percentile, increase of 52.9 days; 95% CI 40.2, 65.5; p < 0.001), decrease in all-cause mortality at each examined percentile, and decrease in cardiac arrest mortality at the 50th and 90th percentiles. These associations were not statistically significant in the adjusted models. CONCLUSIONS: EMS personnel density differs between urban and rural areas, with higher density per population in rural areas. There were no statistically significant associations between EMS density and population-level health outcomes after controlling for population characteristics and other health resources. The best approach to quantifying the community-level value that EMS care may or may not provide remains unclear.
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Serviços Médicos de Emergência , Parada Cardíaca , Saúde da População , Humanos , Estudos Transversais , Recursos HumanosRESUMO
Background/Objective: Bronchospasm, caused by asthma and other related conditions, is a significant cause of morbidity and mortality commonly managed by emergency medical services (EMS). We aimed to evaluate the quality of prehospital management of bronchospasm by EMS in the US.Methods: The National EMS Information System Public Release Research dataset, a nationwide convenience sample of prehospital patient care report data from 2018 to 2019, was used to capture 9-1-1 activations where patients aged ≥2 years were treated and transported by EMS for suspected bronchospasm. First, we described the extent to which EMS care met eight quality measures identified from available statewide EMS protocols, existing quality measures, and national guidelines. Second, we quantified the extent of risk-standardized agency-level variation in administration of inhaled beta agonists and systemic corticosteroids using logistic regression models, accounting for patient characteristics, severity, and clustering by agencies. Third, we compared rates of completed prehospital interventions between pediatric (age <18 years) versus adult patients using two-sample t-tests.Results: A total of 1,336,988 EMS encounters for suspected bronchospasm met inclusion criteria. Median age of patients was 66 years, with only 4% pediatric; 55% were female. Advanced life support (ALS) units managed 94% of suspected bronchospasm. Respiratory rate (98%) and pulse oximetry (96%) were documented in nearly all cases. Supplemental oxygen was administered to hypoxic patients by 65% of basic life support (BLS) and 73% of ALS units. BLS administered inhaled beta-agonist therapy less than half the time (48%), compared to 77% by ALS. ALS administered inhaled anticholinergic therapy in 38% of cases, and systemic corticosteroids in 19% of cases. Pediatric patients were significantly less likely to receive supplemental oxygen when hypoxic, inhaled beta-agonists, inhaled anticholinergics, or systemic corticosteroids.Conclusions: We found important gaps in recent EMS practice for prehospital care of suspected bronchospasm. We highlight three targets for improvement: inhaled beta-agonist administration by BLS, systemic corticosteroid administration by ALS, and increased interventions for pediatric patients. These findings indicate important areas for research, protocol modification, and quality improvement efforts to improve EMS management of bronchospasm.
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Espasmo Brônquico , Serviços Médicos de Emergência , Adulto , Idoso , Criança , Feminino , Humanos , Masculino , Corticosteroides , Espasmo Brônquico/tratamento farmacológico , Estudos Transversais , Oxigênio , Estados Unidos , Pré-Escolar , Adolescente , Pessoa de Meia-IdadeRESUMO
Traumatic brain injury (TBIs) necessitates a rapid and comprehensive medical response to minimize secondary brain injury and reduce mortality. Emergency medical services (EMS) clinicians serve a critical role in the management of prehospital TBI, responding during an initial phase of care with significant impact on patient outcomes. We used versions two and three of the Brain Trauma Foundation (BTF) Prehospital Guidelines for the Management of Traumatic Brain Injury and the NASEMSO National Model Clinical Guidelines to determine key elements for a TBI prehospital protocol and included common factors across sources such as recommendations concerning patient monitoring, hypoxia, hypotension, hyperventilation, cerebral herniation, airway management, hyperosmolar therapy, and transport destination. We then conducted a cross-sectional evaluation of publicly available statewide EMS clinical protocols in the US to determine the degree of alignment with national guidelines. We calculated descriptive statistics for each factor in the state protocols. Despite adoption of some evidence-based recommendations for a standard approach to the prehospital management of patients with TBI, we found significant variability in statewide EMS treatment protocols for management of severe TBI, especially in the recommended frequency of patient reassessment and for the management of suspected herniation. Most statewide protocols provided guidance regarding oxygenation, ventilation, and blood pressure management that aligned with evidence-based guidelines. While most protocols did address management of oxygenation and ventilation, one in four protocols had no specific guidance for managing hypoxia and only 31% of protocols recommended avoiding hyperventilation. For the management of suspected cerebral herniation, over half of statewide protocols recommended hyperventilation, whereas only 31% explicitly advised against hyperventilation regardless of TBI severity. Interestingly, 94% of protocols do not mention the use of hyperosmolar therapy for TBI patients, neither recommending use or avoidance of hyperosmolar therapy. In conclusion, we found inconsistent adoption of national recommendations in available statewide protocols for prehospital TBI management. We identified significant gaps and variation in statewide protocols regarding patient monitoring and reassessment, as well as in several key areas of severe TBI management.
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OBJECTIVE: Our objective was to identify the hospital- and community-related factors associated with the hospital-level rate of potentially unnecessary interfacility transfers (IFTs) for pediatric patients with asthma exacerbations. METHODS: We analyzed California Emergency Department (ED) data from 2016 to 2019 to capture ED visits where a pediatric patient (age, 2-17 years) presented with an asthma exacerbation and was transferred to another ED or acute care hospital. The primary outcome was hospital-level rate of potentially unnecessary IFTs, defined as a visit where length of stay after transfer was <24 hours and no advanced services (eg, critical care) were used. Hospital- and community-related characteristics included urbanicity, teaching hospital status, availability of pediatric resources in the sending facility and patient's community, pediatric patient volume, and Social Vulnerability Index. We described and compared hospitals in the top quartile of potentially unnecessary IFT rate versus all others and used a multivariable modified Poisson model to identify factors associated with potentially unnecessary IFT. RESULTS: A total of 325 sending hospitals were included, with a median 573 pediatric asthma visits (interquartile range, 183-1309) per hospital annually. Nearly half of the hospitals (145/325, 45%) sent a potentially unnecessary IFT. Most (90%) hospitals were urban, 9% were teaching hospitals, 5% had >500 beds, and 22% had a pediatric ED on-site. Factors associated with higher adjusted prevalence of potentially unnecessary IFT included availability of pediatric telehealth (prevalence ratio [PR], 1.5; 95% confidence interval [CI], 1.2-2.0), increased pediatric volume (eg, <1800 vs ≥10,000 visits: PR, 2.6; 95% CI, 1.4-4.7), and higher community Social Vulnerability Index (PR, 1.5; 95% CI, 1.1-1.9). CONCLUSIONS: Several hospital- and community-related factors were associated with potentially unnecessary IFTs among pediatric patients presenting to the ED with asthma exacerbations. These findings provide insight into disparities in potentially unnecessary IFT across communities and can guide the development of future interventions.
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STUDY OBJECTIVE: To describe the demographic, clinical, and emergency medical service (EMS) response characteristics associated with EMS activations for asthma and chronic obstructive pulmonary disease (COPD) exacerbations in the US. METHODS: Using a nationwide set of out-of-hospital patient care report data from 2018 to 2019, we analyzed 9-1-1 EMS activations where asthma/COPD exacerbation was indicated by symptom, impression, or treatment provided. We excluded patients with ages less than 2 years or unknown, nonemergency transports, and encounters with any indication of anaphylaxis. Demographic, clinical, and EMS response characteristics were described for pediatric and adult patients with asthma/COPD exacerbations. RESULTS: A total of 1,336,988 asthma/COPD exacerbations were included, comprising 5% of qualifying 9-1-1 scene activations from 2018 to 2019. Most patients were adults (96%). Most adult patients were female (55%), whereas most pediatric patients were male (58%). Most activations occurred in urban settings (82%), particularly in pediatric patients (90%). Most asthma/COPD exacerbations were managed by advanced life support units (94%). Inhaled bronchodilators and systemic corticosteroid therapy were administered to 75% and 14% of all patients, respectively. Adults more often had oxygen saturation <92% (43% vs 20% of pediatric patients) and were more often treated with assisted ventilation (9% vs 1%). CONCLUSION: In this large nationwide sample of 9-1-1 activations treated and transported by EMS, 5% were for asthma/COPD exacerbation. Future work should focus on evidence-based standardization of EMS protocols and practice for asthma/COPD exacerbations to improve the quality of EMS care.
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Asma , Doença Pulmonar Obstrutiva Crônica , Adulto , Humanos , Masculino , Feminino , Criança , Estados Unidos/epidemiologia , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Doença Pulmonar Obstrutiva Crônica/epidemiologia , Doença Pulmonar Obstrutiva Crônica/terapia , Estudos Retrospectivos , Asma/diagnóstico , Asma/epidemiologia , Asma/terapia , Broncodilatadores/uso terapêutico , Hospitais , Progressão da DoençaRESUMO
STUDY OBJECTIVE: Since its publication in 2001, the National EMS Research Agenda has brought attention to a relative paucity of emergency medical services (EMS)-specific research and has called for an increase in funding and infrastructure to support EMS research. We investigated the trends in EMS-specific publications and National Institutes of Health (NIH)-funded research grants in the 20 years since this landmark publication. METHODS: We performed a structured PubMed search of English-language citations from 2001 to 2020 to identify publications with populations, settings, or topics related to EMS care, education, or operations. Publications in trade journals and studies not involving humans were excluded. We also queried NIH Research Portfolio Online Reporting Tools Expenditures and Results (RePORTER) using a similar structured search. Titles, keywords, and abstracts were reviewed. Descriptive statistics were calculated, and nonlinear trends were described using segmented regression models. RESULTS: A total of 183,307 references met the search criteria in PubMed, and 4,281 grants were identified in NIH RePORTER. After removing duplicates, 152,408 titles were screened, with 17,314 (11.5%) included. EMS-related publications increased from 419 in 2001 to 1,788 in 2020, a 327% increase, compared with a 197% increase in total PubMed publications. There was a statistically significant nonlinear (J-shaped) increase in EMS publications after 2007. There were 1,166 funded EMS-related NIH grants, with a 469% increase from 2001 to 2020 compared with an 18% increase in overall NIH awards. CONCLUSION: Although total publications have doubled in the United States over the past 20 years, EMS-specific research has more than tripled and the number of funded EMS research grants has increased nearly 5-fold. Future evaluation should examine the quality of this research and its application to clinical practice.
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Pesquisa Biomédica , Serviços Médicos de Emergência , Humanos , Pesquisa Biomédica/tendências , Escolaridade , Organização do Financiamento , National Institutes of Health (U.S.) , Estados Unidos , Publicações Periódicas como Assunto/tendênciasRESUMO
There is conflicting evidence regarding the associations between sleep deprivation and inflammatory biomarkers indicative of cardiovascular disease risk, such as high-sensitivity C-reactive protein (hsCRP). The association between sleep habits and hsCRP was quantified in a nationally representative sample of adults in the United States and mediation by ideal cardiovascular health metrics was explored. A cross-sectional analysis of cardiovascular disease-free participants aged 20-79 years from the 2017-2018 National Health and Nutrition Examination Survey was conducted. The primary exposures were self-reported sleep duration, sleep debt (difference between the average weekday and weekend sleep duration), and ideal cardiovascular health (11-14 points). The primary outcome was hsCRP (high-risk ≥ 3.0 mg/L). Multivariable robust Poisson models were used to estimate prevalence ratios after multiple imputation. A subgroup analysis of shift workers was also conducted. Of 4027 participants included (mean age 46 years; 52% female; 41% shift workers), the prevalence of sleeping <6 h on weekdays was 9%, with 40% sleeping ≥9 h on weekends. One-quarter had a high (≥2 h) sleep debt, 82% had poor cardiovascular health, and 34% had high-risk hsCRP. There were no significant associations between weekday sleep duration or sleep debt with high-risk hsCRP, even among shift workers. Mediation analysis was not conducted. Ideal cardiovascular health was associated with a lower prevalence of high-risk hsCRP (prevalence ratios, 0.60, 95% CI, 0.48-0.75). The lack of significant associations suggests a complex interrelationship of hsCRP with factors beyond sleep duration. Examination of populations at highest risk of chronic sleep deprivation could help to elucidate the association with systemic inflammation-related outcomes.
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Proteína C-Reativa , Privação do Sono , Adulto , Proteína C-Reativa/análise , Estudos Transversais , Feminino , Humanos , Inflamação/epidemiologia , Masculino , Pessoa de Meia-Idade , Inquéritos Nutricionais , Sono , Privação do Sono/complicações , Privação do Sono/diagnóstico , Privação do Sono/epidemiologiaRESUMO
INTRODUCTION: Literature has shown cognitive overload which can negatively impact learning and clinical performance in surgery. We investigated learners' cognitive load during simulation-based trauma team training using an objective digital biomarker. METHODS: A cross-sectional study was carried out in a simulation center where a 3-h simulation-based interprofessional trauma team training program was conducted. A session included three scenarios each followed by a debriefing session. One scenario involved multiple patients. Learners wore a heart rate sensor that detects interbeat intervals in real-time. Low-frequency/high-frequency (LF/HF) ratio was used as a validated proxy for cognitive load. Learners' LF/HF ratio was tracked through different phases of simulation. RESULTS: Ten subjects participated in 12 simulations. LF/HF ratios during scenario versus debriefing were compared for each simulation. These were 3.75 versus 2.40, P < 0.001 for scenario 1; 4.18 versus 2.77, P < 0.001 for scenario 2; and 4.79 versus 2.68, P < 0.001 for scenario 3. Compared to single-patient scenarios, multiple-patient scenarios posed a higher cognitive load, with LF/HF ratios of 3.88 and 4.79, P < 0.001, respectively. CONCLUSIONS: LF/HF ratio, a proxy for cognitive load, was increased during all three scenarios compared to debriefings and reached the highest levels in a multiple-patient scenario. Using heart rate variability as an objective marker of cognitive load is feasible and this metric is able to detect cognitive load fluctuations during different simulation phases and varying scenario difficulties.
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Treinamento por Simulação , Competência Clínica , Cognição , Estudos Transversais , Humanos , Aprendizagem , Projetos PilotoRESUMO
High rates of asymptomatic coronavirus disease 2019 infection suggest benefits to routine testing in congregate care settings. Screening was undertaken in a single nursing facility without a known case of coronavirus disease 2019, demonstrating an 85% prevalence among residents and 37% among staff. Serology was not helpful in identifying infections.
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COVID-19 , SARS-CoV-2 , Infecções Assintomáticas , Humanos , Reação em Cadeia da Polimerase em Tempo Real , Instituições de Cuidados Especializados de EnfermagemRESUMO
Background: The United States is currently facing 2 epidemics: sustained morbidity and mortality from substance use and the more recent COVID-19 pandemic. We tested the hypothesis that the pandemic has disproportionately affected individuals with substance use disorder by evaluating average daily 9-1-1 ambulance calls for substance use-related issues compared with all other calls. Methods: This was a retrospective cross-sectional analysis of 9-1-1 ambulance calls before and after the start of COVID-19 in Massachusetts. We used consecutive samples of 9-1-1 ambulance calls, categorized into those which were substance-related or not. An interrupted time series analysis was performed to determine if there were changes in numbers of daily calls before a statewide declaration of emergency for COVID-19 (February 15-March 9, 2020), from the emergency declaration until a stay-at-home advisory (March 10-March 22, 2020) and following the stay-at-home advisory (March 23-May 15, 2020). Results: Compared with prior to the statewide emergency, the post-statewide emergency average of daily ambulance calls decreased from 2,453.2 to 1,969.6, a 19.7% decrease. Similarly, calls for substance-related reasons decreased by 16.4% compared with prior to the statewide emergency. However, despite an initial decrease in calls, after the stay-at-home advisory calls for substance use began increasing by 0.7 (95% confidence interval (CI) 0.4-1.1) calls/day, while calls for other reasons did not significantly change (+1.2 (95% CI -0.8 to 3.1) calls/day). Refusal of transport for substance-related calls increased from 5.0% before the statewide emergency to 7.5% after the declaration (p < 0.001). Conclusions: After an initial decline in substance-related ambulance calls following a statewide declaration of emergency, calls for substance use increased to pre-COVID-19 levels, while those for other reasons remained at a lower rate. The results suggest that COVID-19 is disproportionately affecting individuals with substance use disorder.
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COVID-19 , Serviços Médicos de Emergência , Ambulâncias , Estudos Transversais , Humanos , Pandemias , Estudos Retrospectivos , SARS-CoV-2 , Estados UnidosRESUMO
Background: Disaster triage is an infrequent, high-stakes skill set used by emergency medical services (EMS) personnel. Screen-based simulation (SBS) provides easy access to asynchronous disaster triage education. However, it is unclear if the performance during a SBS correlates with immersive simulation performance. Methods: This was a nested cohort study within a randomized controlled trial (RCT). The RCT compared triage accuracy of paramedics and emergency medical technicians (EMTs) who completed an immersive simulation of a school shooting, interacted with an SBS for 13 weeks, and then completed the immersive simulation again. The participants were divided into two groups: those exposed vs. those not exposed to 60 Seconds to Survival© (60S), a disaster triage SBS. The aim of the study was to measure the correlation between SBS triage accuracy and immersive simulation triage accuracy. Improvements in triage accuracy were compared among participants in the nested study before and after interacting with 60S, and with improvements in triage accuracy in a previous study in which immersive simulations were used as an educational intervention. Results: Thirty-nine participants completed the SBS; 26 (67%) completed at least three game plays and were included in the evaluation of outcomes of interest. The mean number of plays was 8.5 (SD =7.4). Subjects correctly triaged 12.4% more patients in the immersive simulation at study completion (73.1% before, 85.8% after, P = 0.004). There was no correlation between the amount of improvement in overall SBS triage accuracy, instances of overtriage (P = 0.101), instances of undertriage (P = 0.523), and improvement in the second immersive simulation. A comparison of the pooled data from a previous immersive simulation study with the nested cohort data showed similar improvement in triage accuracy (P = 0.079). Conclusions: SBS education was associated with a significant increase in triage accuracy in an immersive simulation, although triage accuracy demonstrated in the SBS did not correlate with the performance in the immersive simulation. This improvement in accuracy was similar to the improvement seen when immersive simulation was used as the educational intervention in a previous study.
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Pessoal Técnico de Saúde/educação , Instrução por Computador , Auxiliares de Emergência/educação , Incidentes com Feridos em Massa , Treinamento por Simulação/métodos , Triagem , Adulto , Estudos de Coortes , Coleta de Dados , Feminino , Humanos , MasculinoRESUMO
OBJECTIVE: Pre-stationing naloxone, a competitive antagonist that can reverse the effects of opioid overdose, in public spaces may expedite antidote delivery. Our study aimed to determine the feasibility of bystander-assisted overdose treatment using pre-stationed naloxone. METHODS: Convenience sample of bystanders in Cambridge, Massachusetts in April 2017. Subjects assisted a simulated patient described as unconscious. Subjects interacted with simulated EMS dispatch to locate a nearby box, unlock it, and administer naloxone. RESULTS: Fifty participants completed the simulation. Median time from simulated ambulance dispatch to naloxone administration was 189 seconds, and from arrival at patient side to administration 61 seconds. All but one participant (98.0%) correctly administered naloxone. Subjects' comfort with administration and willingness to provide medical care increased from before to after the trial. Comfort in administering naloxone varied significantly with level of previous training prior to, but not following, study participation. CONCLUSIONS: Bystanders are willing and able to access pre-stationed naloxone and administer it to a simulated patient in a public space. Public access naloxone stations may be a useful tool to reduce time to naloxone administration, particularly in areas where opioid overdoses are clustered.
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Analgésicos Opioides/administração & dosagem , Overdose de Drogas/tratamento farmacológico , Acessibilidade aos Serviços de Saúde , Naloxona/administração & dosagem , Naloxona/uso terapêutico , Antagonistas de Entorpecentes/administração & dosagem , Antagonistas de Entorpecentes/uso terapêutico , Logradouros Públicos , Transtornos Relacionados ao Uso de Substâncias/tratamento farmacológico , Adulto , Idoso , Serviços Médicos de Emergência , Estudos de Viabilidade , Feminino , Comportamento de Ajuda , Humanos , Masculino , Pessoa de Meia-Idade , Adulto JovemRESUMO
OBJECTIVES: Patient handoff occurs when responsibility for patient diagnosis, treatment, or ongoing care is transferred from one healthcare professional to another. Patient handoff is an integral component of quality patient care and is increasingly identified as a potential source of medical error. However, evaluation of handoff from field providers to ED personnel is limited. We here present a quantitative analysis of the information transferred from EMS providers to ED physicians during handoff of critically ill and injured patients. METHODS: This study was conducted at an urban academic medical center with an emergency department census of greater than 100,000 visits annually. All patients arriving to our institution by EMS and meeting predefined triage criteria are brought immediately to the ED resuscitation area upon EMS arrival. Handoff from EMS to ED providers occurring in the resuscitation area was observed and audio recorded by trained research assistants and subsequently coded for content. The emergency department team as well as EMS were blinded to study design. RESULTS: Ninety patient handoffs were evaluated. In 78% (95%CI = 70.0-86.7) of all handoffs, EMS provided a chief concern. In 58% (95%CI = 47.7-67.7) of handoffs EMS provided a description of the scene and in 57% (95%CI = 46.7-66.7) they provided a complete set of vital signs. In 47% (95%CI = 31.3-57.5) of handoffs pertinent physical exam findings were described. The EMS provider gave an overall assessment of the patient's clinical status in 31% (95%CI = 21.6-40.3) of cases. Significantly more paramedic handoffs included vital signs (70% vs. 37%, χ2 = 9.69, p = 0.002) and physical exam findings (63% vs. 23%, χ2 = 14.11, p < 0.001). Paramedics were more likely to provide an overall assessment (39% vs. 17%, χ2 = 4.71, p < 0.05). CONCLUSIONS: While patient handoff is a critical component of safe and effective patient care, our study confirms previous literature demonstrating poor quality handoff from EMS to ED providers in critically ill and injured patients. Our analysis demonstrates the need for further training in the provision of patient handoff.
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Estado Terminal/terapia , Serviços Médicos de Emergência/normas , Serviço Hospitalar de Emergência/normas , Transferência da Responsabilidade pelo Paciente/normas , Ferimentos e Lesões/terapia , Centros Médicos Acadêmicos , Humanos , População UrbanaRESUMO
In this review, we discuss articles published in 2013 contributing to the existing literature on the management of out-of-hospital cardiac arrest and the evaluation and management of several other emergency conditions, including traumatic injury. The utility of intravenous medications, including epinephrine and amiodarone, in the management of cardiac arrest is questioned, as are cardiac arrest termination-of-resuscitation rules. Articles discussing mode of transportation in trauma are evaluated, and novel strategies for outcome prediction in traumatic injury are proposed. Diagnostic strategies, including computerized tomography scan for the diagnosis of smoke inhalation injury and serum biomarkers for the diagnosis of post-cardiac arrest syndrome and acute aortic dissection, are also explored. Although many of the articles discussed raise more questions than they answer, they nevertheless provide ample opportunity for further investigation.
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Serviços Médicos de Emergência/métodos , Parada Cardíaca Extra-Hospitalar/terapia , Ferimentos e Lesões/terapia , Reanimação Cardiopulmonar/métodos , Reanimação Cardiopulmonar/tendências , Serviços Médicos de Emergência/tendências , Epinefrina/administração & dosagem , Humanos , Infusões Intravenosas , Parada Cardíaca Extra-Hospitalar/diagnóstico , Parada Cardíaca Extra-Hospitalar/epidemiologia , Ferimentos e Lesões/diagnóstico , Ferimentos e Lesões/epidemiologiaRESUMO
Background/Objective: Asthma is a common chronic medical condition among children and the most common diagnosis associated with interfacility transports for pediatric patients. As many as 40% of pediatric transfers may be unnecessary, resulting in potential delays in care and unnecessary costs. Our objective was to identify the patient-related factors associated with potentially unnecessary transfers for pediatric patients with asthma. Methods: We used patient care data from the California Department of Health Care Access and Information patient discharge and emergency department (ED) datasets to capture ED visits where a pediatric patient (age 2-17 years) presented with asthma and was transferred to another ED or acute care hospital. The outcome of interest was a potentially unnecessary transfer, defined as a visit where length of stay after transfer was <24 hours and no advanced services were used, such as respiratory therapy or critical care. Patient-related characteristics were extracted, including age, gender, race/ethnicity, primary language, insurance status, and clinical characteristics. First, we used descriptive statistics to compare necessary vs unnecessary transfers. Second, we used generalized estimating equations accounting for clustering by ED to estimate odds ratios (OR) and identify factors associated with potentially unnecessary transfers. Results: A total of 4,233 pediatric ED patients were transferred with a diagnosis of asthma, including 461 (11%) transfers that met criteria as potentially unnecessary. Median age was 12 years (interquartile range 7-15), and 46% were female. Factors associated with increased odds of potentially unnecessary transfer while controlling for key factors included younger age (eg, 2-5 years, OR 2.0, 95% confidence interval [CI] 1.4-2.9), male gender (OR 1.4, 95% CI 1.1-1.7), and Hispanic ethnicity (OR 1.6, 95% CI 1.2-2.1), while multiple hospitalizations for asthma per year was associated with decreased odds (OR 0.2, 95% CI 0.1-0.4). Conclusion: Several patient-related factors were associated with increased or decreased odds of potentially unnecessary transfers among pediatric patients presenting to the ED with asthma. These factors can be considered in future work to better understand, predict, and reduce unnecessary transfers and their negative consequences.