8 research outputs found
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A Method for Grouping Emergency Department Visits by Severity and Complexity
Introduction: Triage functions to quickly prioritize care and sort patients by anticipated resource needs. Despite widespread use of the Emergency Severity Index (ESI), there is still no universal standard for emergency department (ED) triage. Thus, it can be difficult to objectively assess national trends in ED acuity and resource requirements. We sought to derive an ESI from National Hospital Ambulatory Medical Care Survey (NHAMCS) survey items (NHAMCS-ESI) and to assess the performance of this index with respect to stratifying outcomes, including hospital admission, waiting times, and ED length of stay (LOS).Methods: We used data from the 2010-2015 NHAMCS, to create a measure of ED visit complexity based on variables within NHAMCS. We used NHAMCS data on chief complaint, vitals, resources used, interventions, and pain level to group ED visits into five levels of acuity using a stepwise algorithm that mirrored ESI. In addition, we examined associations of NHAMCS-ESI with typical indicators of acuity such as waiting time, LOS, and disposition. The NHAMCS-ESI categorization was also compared against the âimmediacyâ variable across all of these outcomes. Visit counts used weighted scores to estimate national levels of ED visits.Results: The NHAMCS ED visits represent an estimated 805,726,000 ED visits over this time period. NHAMCS-ESI categorized visits somewhat evenly, with most visits (42.5%) categorized as a level 3. The categorization pattern is distinct from that of the âimmediacyâ variable within NHAMCS. Of admitted patients, 89% were categorized as NHAMCS-ESI level 2-3. Median ED waiting times increased as NHAMCS-ESI levels decreased in acuity (from approximately 14 minutes to 25 minutes). Median LOS decreased as NHAMCS-ESI decreased from almost 200 minutes for level 1 patients to nearly 80 minutes for level 5 patients.Conclusion: We derived an objective tool to measure an ED visitâs complexity and resource use. This tool can be validated and used to compare complexity of ED visits across hospitals and regions, and over time
Recommended from our members
A Method for Grouping Emergency Department Visits by Severity and Complexity
Introduction: Triage functions to quickly prioritize care and sort patients by anticipated resource needs. Despite widespread use of the Emergency Severity Index (ESI), there is still no universal standard for emergency department (ED) triage. Thus, it can be difficult to objectively assess national trends in ED acuity and resource requirements. We sought to derive an ESI from National Hospital Ambulatory Medical Care Survey (NHAMCS) survey items (NHAMCS-ESI) and to assess the performance of this index with respect to stratifying outcomes, including hospital admission, waiting times, and ED length of stay (LOS).Methods: We used data from the 2010-2015 NHAMCS, to create a measure of ED visit complexity based on variables within NHAMCS. We used NHAMCS data on chief complaint, vitals, resources used, interventions, and pain level to group ED visits into five levels of acuity using a stepwise algorithm that mirrored ESI. In addition, we examined associations of NHAMCS-ESI with typical indicators of acuity such as waiting time, LOS, and disposition. The NHAMCS-ESI categorization was also compared against the âimmediacyâ variable across all of these outcomes. Visit counts used weighted scores to estimate national levels of ED visits.Results: The NHAMCS ED visits represent an estimated 805,726,000 ED visits over this time period. NHAMCS-ESI categorized visits somewhat evenly, with most visits (42.5%) categorized as a level 3. The categorization pattern is distinct from that of the âimmediacyâ variable within NHAMCS. Of admitted patients, 89% were categorized as NHAMCS-ESI level 2-3. Median ED waiting times increased as NHAMCS-ESI levels decreased in acuity (from approximately 14 minutes to 25 minutes). Median LOS decreased as NHAMCS-ESI decreased from almost 200 minutes for level 1 patients to nearly 80 minutes for level 5 patients.Conclusion: We derived an objective tool to measure an ED visitâs complexity and resource use. This tool can be validated and used to compare complexity of ED visits across hospitals and regions, and over time
Untapped Potential for Emergency Department Observation Unit Use: A National Hospital Ambulatory Medical Care Survey (NHAMCS) Study
Introduction: Millions of people present to the emergency department (ED) with chest pain annually. Accurate and timely risk stratification is important to identify potentially life-threatening conditions such as acute coronary syndrome (ACS). An ED-based observation unit can be used to rapidly evaluate patients and reduce ED crowding, but the practice is not universal. We estimated the number of current hospital admissions in the United States (US) eligible for ED-based observation services for patients with symptoms of ACS.Methods: In this cross-sectional analysis we used data from the 2011-2015 National Hospital Ambulatory Medical Care Survey (NHAMCS). Visits were included if patients presented with symptoms of ACS (eg, chest pain, dyspnea), had an electrocardiogram (ECG) and cardiac markers, and were admitted to the hospital. We excluded patients with any of the following: discharge diagnosis of myocardial infarction; cardiac arrest; congestive heart failure, or unstable angina; admission to an intensive care unit; hospital length of stay > 2 days; alteplase administration, central venous catheter insertion, cardiopulmonary resuscitation or endotracheal intubation; or admission after an initial ED observation stay. We extracted data on sociodemographics, hospital characteristics, triage level, disposition from the ED, and year of ED extracted from the NHAMCS. Descriptive statistics were performed using sampling weights to produce national estimates of ED visits. We provide medians with interquartile ranges for continuous variables and percentages with 95% confidence intervals for categorical variables.Results: During 2011-2015 there were an estimated 675,883,000 ED visits in the US. Of these, 14,353,000 patients with symptoms of ACS and an ED order for an ECG or cardiac markers were admitted to the hospital. We identified 1,883,000 visits that were amenable to ED observation services, where 987,000 (52.4%) were male patients, and 1,318,000 (70%) were White. Further-more, 739,000 (39.2%) and 234,000 (12.4%) were paid for by Medicare and Medicaid, respectively. The majority (45.1%) of observation-amenable hospitalizations were in the Southern US.Conclusion: Emergency department-based observation unit services for suspected ACS appear to be underused. Over half of potentially observation-amenable admissions were paid for by Medicare and Medicaid. Implementation of ED-based observation units would especially benefit hospitals and patients in the American South
Stress-Delta B-Type Natriuretic Peptide Does Not Exclude ACS in the ED
Background: There are many detectable changes in circulating biomarkers in the setting of myocardial ischemia. We hypothesize that there are associated changes in circulating B-type natriuretic peptide (BNP) level after stress-induced myocardial ischemia, which can be used for emergency department (ED) acute coronary syndrome (ACS) risk stratification.
Methods: In a prospective study, we enrolled 340 patients over the age of 30 receiving an exercise echocardiography stress test in an ED observational unit for suspected ACS. We collected blood samples at baseline and at 2 and 4 h post-stress test, measuring the relative and absolute changes (stress-delta) in plasma BNP concentrations. In addition, patients were contacted at 90 days and at 1 year posttest for a follow-up. We calculated the diagnostic test characteristics of stress-delta BNP for a composite outcome of ischemic imaging on stress echocardiogram, nonelective percutaneous coronary intervention, coronary artery bypass graft surgery, subsequent acute myocardial infarction, or cardiac death at 1 year via a logistic regression. We analyzed the 2-h BNP concentrations using an ANOVA model to adjust for the baseline BNP level.
Results: Baseline and 2-h post-stress BNP were both higher in the positive outcome group, but the stress-delta BNP was not. Stress-delta BNP had a sensitivity and specificity, respectively, of 53% and 76% at 2 h and 67% and 68% at 4 h. It was noted that patients with the composite outcome had a higher baseline BNP level.
Conclusions: BNP stress-deltas are poor diagnostic means for ACS risk stratification, but resting BNP remains a promising prognostic tool for ED patients with suspected ACS
Outcomes in ED patients with nonâspecific ECG findings and low highâsensitivity troponin
Abstract Background Although some emergency department risk stratification tools consider nonâspecific ECG findings as an aid in disposition decisions, their clinical value in patients with an initially low highâsensitivity cardiac troponin I (hsTnI) is unclear. Objective Our purpose was to determine if nonâspecific ECG (nsâECG) findings are associated with 30âday major adverse cardiac events (MACE) in ED patients presenting with suspected acute coronary syndromes (ACS) who have a low initial hsTnI. Methods Using the prospective Siemens Atellica hsTnI Food and Drug Administration submission observational database, we conducted a retrospective cohort study of the association between nsâECG findings (defined as left bundle branch block [LBBB], ST depression [STD], or Tâwave inversions [TWI]) and 30âday MACE (death, myocardial infarction, heart failure hospitalization, or coronary revascularization). Eligible patients presented with suspected ACS to one of 29 US EDs from April 2015 to April 2016, had stable vital signs, a blood sample for hsTnI (Siemen's Atellica, Siemens Healthineers, Inc, Malvern, PA) obtained at 1, 3, and 6 hours after ED presentation, and were followed for 30 days. The relationship between 30âday outcome, initial hsTnI, and nsâECG was evaluated using chiâsquare testing. Results Of 2676 enrolled, 1313 patients met the inclusion criteria and are included in the analysis. Median (interquartile range) age was 62 years (54, 72), 54% were male, with 56% white, and 39% African American. Median (interquartile range) times from symptom onset to presentation and presentation to specimen collection were 92 (0, 216) and 146 (117, 177) minutes, respectively. The most common presenting symptoms were chest pain (84%), followed by dyspnea (9%). ECG findings were categorized as Tâwave inversion or nonâspecific T wave changes (42%), ST depression nsâECG ST changes (16%), or LBBB (2%). Thirtyâday MACE occurred in 72 (5.5%) patients, with coronary revascularization (35 patients, 2.7%) and heart failure (25 patients, 1.9%) being the most frequent outcomes. In patients with an initial hsTnI below the limit of quantitation (LOQ) of 2.5 ng/L (n = 449), there was no association between nsâECG changes and 30âday MACE (P = 0.42). If the hsTnI was â„LOQ (2.5 ng/L), there were increased rates of 30âday MACE and nsâECG findings (P = 0.01). Conclusion In ED suspected ACS patients without unstable vital signs, and an initial hsTnI less than the LOQ (2.5 ng/L), nsâECG findings are not associated with 30âday major adverse cardiac events. The use of nsâECG findings in ACS disposition should be considered in the context of hsTnI levels
Direct vs Video Laryngoscopy for Difficult Airway Patients in the Emergency Department: A National Emergency Airway Registry Study
Introduction: Previous studies suggest improved intubation success using video laryngoscopy (VL) vs direct laryngoscopy (DL), yet recent randomized trials have not shown clear benefit of one method over the other. These studies, however, have generally excluded difficult airways and rapid sequence intubation. In this study we looked to compare first-pass success (FPS) rates between VL and DL in adult emergency department (ED) patients with difficult airways.
Methods: We conducted a secondary analysis of prospectively collected observational data in the National Emergency Airway Registry (NEAR) (January 2016âDecember 2018). Variables included demographics, indications, methods, medications, devices, difficult airway characteristics, success, and adverse events. We included adult ED patients intubated with VL or DL who had difficult airways identified by gestalt or anatomic predictors. We stratified VL by hyperangulated (HAVL) vs standard geometry VL (SGVL). The primary outcome was FPS, and the secondary outcome was comparison of adverse event rates between groups. Data analyses included descriptive statistics with cluster-adjusted 95% confidence intervals (CI).
Results: Of 18,123 total intubations, 12,853 had a predicted or identified anatomically difficult airway. The FPS for difficult airways was 89.1% (95% CI 85.9-92.3) with VL and 77.7% (95% CI 75.7-79.7) with DL (P <0.00001). The FPS rates were similar between VL subtypes for all difficult airway characteristics except airways with blood or vomit, where SGVL FPS (87.3%; 95% CI 85.8-88.8) was slightly better than HAVL FPS (82.4%; 95% CI, 80.3-84.4). Adverse event rates were similar except for esophageal intubations and vomiting, which were both less common in VL than DL. Esophageal intubations occurred in 0.4% (95% CI 0.1-0.7) of VL attempts and 1.5% (95% CI 1.1-1.9) of DL attempts. Vomiting occurred in 0.6% (95% CI 0.5-0.7) of VL attempts and 1.4% (95% CI 0.9-1.9) of DL attempts.
Conclusion: Analysis of the NEAR database demonstrates higher first-pass success with VL compared to DL in patients with predicted or anatomically difficult airways, and reduced rate of esophageal intubations and vomiting
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Characteristics of Patients That Do Not Initially Respond to Intravenous Antihypertensives in the Emergency Department: Subanalysis of the CLUE Trial
Introduction: Hypertensive emergency has a high mortality risk and the treatment goal is to quicklylower blood pressure with intravenous (IV) medications. Characteristics that are associated withnon-response to IV antihypertensives have not been identified. The objective is to identify patientcharacteristics associated with resistance to IV antihypertensives.Methods: This was a subanalysis of patients enrolled in the previously described comparativeeffectiveness trial of IV nicardipine vs. labetalol use in the emergency department (CLUE) study, arandomized trial of nicardipine vs. labetalol. Non-responders were defined as those patients whodid not achieve target systolic blood pressure (SBP), as set by the treating physician, within thirtyminutes of IV antihypertensive medication, +/- 20mmHg. Stepwise logistic regression was used toidentify covariates associated with the measurement outcomes.Results: CLUE enrolled 226 patients, 52.7% female, 76.4% black, mean age of 52.6±14.6 years,of whom 110 were treated with nicardipine and 116 with labetalol. The median (IQR) initial systolicblood pressure was 211mmHg (198, 226), 210 (200, 230), and 211mmHg (198,226), for the total,non-responder, and responder cohorts, respectively (p-value=0.65, 95% CI [-5.8-11.3]). Twentyninewere non-responders, 9 in the nicardipine and 20 in the labetalol group. In univariate analysis,several symptoms suggestive of end organ damage were associated with non-response. Aftermultiple variable logistic regression (AUC = 0.72), treatment with labetalol (OR 2.7, 95% CI [1.1-6.7]), history of stroke (OR 5.4, 95% CI [1.6-18.5]), and being male (OR 3.3, 95% CI [1.4-8.1]) wereassociated with failure to achieve target blood pressure.Conclusion: Male gender and history of previous stroke are associated with difficult to controlblood pressure. [West J Emerg Med. 2015;16(2):276â283.
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Characteristics of Patients That Do Not Initially Respond to Intravenous Antihypertensives in the Emergency Department: Subanalysis of the CLUE Trial
Introduction: Hypertensive emergency has a high mortality risk and the treatment goal is to quicklylower blood pressure with intravenous (IV) medications. Characteristics that are associated withnon-response to IV antihypertensives have not been identified. The objective is to identify patientcharacteristics associated with resistance to IV antihypertensives.Methods: This was a subanalysis of patients enrolled in the previously described comparativeeffectiveness trial of IV nicardipine vs. labetalol use in the emergency department (CLUE) study, arandomized trial of nicardipine vs. labetalol. Non-responders were defined as those patients whodid not achieve target systolic blood pressure (SBP), as set by the treating physician, within thirtyminutes of IV antihypertensive medication, +/- 20mmHg. Stepwise logistic regression was used toidentify covariates associated with the measurement outcomes.Results: CLUE enrolled 226 patients, 52.7% female, 76.4% black, mean age of 52.6±14.6 years,of whom 110 were treated with nicardipine and 116 with labetalol. The median (IQR) initial systolicblood pressure was 211mmHg (198, 226), 210 (200, 230), and 211mmHg (198,226), for the total,non-responder, and responder cohorts, respectively (p-value=0.65, 95% CI [-5.8-11.3]). Twentyninewere non-responders, 9 in the nicardipine and 20 in the labetalol group. In univariate analysis,several symptoms suggestive of end organ damage were associated with non-response. Aftermultiple variable logistic regression (AUC = 0.72), treatment with labetalol (OR 2.7, 95% CI [1.1-6.7]), history of stroke (OR 5.4, 95% CI [1.6-18.5]), and being male (OR 3.3, 95% CI [1.4-8.1]) wereassociated with failure to achieve target blood pressure.Conclusion: Male gender and history of previous stroke are associated with difficult to controlblood pressure. [West J Emerg Med. 2015;16(2):276â283.