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1.
Hosp Pediatr ; 14(5): 319-327, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38618654

ABSTRACT

OBJECTIVES: Acute agitation during pediatric mental health emergency department (ED) visits presents safety risks to patients and staff. We previously convened multidisciplinary stakeholders who prioritized 20 proposed quality measures for pediatric acute agitation management. Our objectives were to assess feasibility of evaluating performance on these quality measures using electronic health record (EHR) data and to examine performance variation across 3 EDs. METHODS: At a children's hospital and 2 nonchildren's hospitals, we assessed feasibility of evaluating quality measures for pediatric acute agitation management using structured EHR data elements. We retrospectively evaluated measure performance during ED visits by children 5 to 17 years old who presented for a mental health condition, received medication for agitation, or received physical restraints from July 2020 to June 2021. Bivariate and multivariable regression were used to examine measure performance by patient characteristics and hospital. RESULTS: We identified 2785 mental health ED visits, 275 visits with medication given for agitation, and 35 visits with physical restraints. Performance was feasible to measure using EHR data for 10 measures. Nine measures varied by patient characteristics, including 4.87 times higher adjusted odds (95% confidence interval 1.28-18.54) of physical restraint use among children with versus without autism spectrum disorder. Four measures varied by hospital, with physical restraint use varying from 0.5% to 3.3% of mental health ED visits across hospitals. CONCLUSIONS: Quality of care for pediatric acute agitation management was feasible to evaluate using EHR-derived quality measures. Variation in performance across patient characteristics and hospitals highlights opportunities to improve care quality.


Subject(s)
Electronic Health Records , Emergency Service, Hospital , Psychomotor Agitation , Humans , Child , Psychomotor Agitation/therapy , Emergency Service, Hospital/standards , Female , Male , Adolescent , Child, Preschool , Retrospective Studies , Hospitals, Pediatric , Quality of Health Care , Feasibility Studies , Restraint, Physical/statistics & numerical data , Quality Indicators, Health Care
2.
Jt Comm J Qual Patient Saf ; 50(5): 363-370, 2024 05.
Article in English | MEDLINE | ID: mdl-38368190

ABSTRACT

BACKGROUND: Outpatient providers refer to emergency departments (EDs) due to findings requiring assessment beyond existing capabilities. However, poor communication surrounding these transitions may hinder safety and timeliness of emergency care. Receiver-driven handoff (RDH) is a process that helps ensure that all pertinent information is shared. This quality improvement project aimed to (1) improve knowledge of RDH, (2) increase satisfaction and perceptions surrounding RDH, (3) modify behaviors in relation to RDH, and (4) decrease referred patients leaving without being seen (LWBS). METHODS: The Iowa Model and Implementation Framework guided this evidence-based quality improvement project. A multidisciplinary team developed and implemented a standardized RDH process consisting of screening to determine whether a patient was referred to the ED, review of electronic health record (EHR), and use of EHR documentation. Process measures were collected via questionnaire pre- and postimplementation and were analyzed quantitatively. Outcome measures were trended by a statistical process control p-chart, which was developed to demonstrate changes in the percentage of patients who were referred to the ED from the outpatient setting and LWBS. RESULTS: The average response for the question "How satisfied are you with the handoff of patient information from referring clinic providers to the ED?" increased from 1.51 preintervention to 2.04 postintervention (p = 0.005). Respondents rated the information received during handoff higher postintervention (2.12 vs. 2.52, p = 0.04). Compliance with screening for referral to the ED was 84.0%. The proportion of patients LWBS after referral decreased by 6.2 percentage points (p < 0.001). CONCLUSION: Using RDH in conjunction with a standardized triage screening may improve quality of information shared during this vulnerable transition and may assist in reduction of referred patients LWBS. The RDH process should be adapted into everyday workflow to ensure sustainability and effectiveness.


Subject(s)
Emergency Service, Hospital , Patient Handoff , Quality Improvement , Humans , Emergency Service, Hospital/organization & administration , Emergency Service, Hospital/standards , Quality Improvement/organization & administration , Patient Handoff/standards , Patient Handoff/organization & administration , Electronic Health Records/organization & administration , Referral and Consultation/organization & administration , Communication , Patient Satisfaction
3.
Telemed J E Health ; 30(5): 1418-1424, 2024 May.
Article in English | MEDLINE | ID: mdl-38377569

ABSTRACT

Background: The safety of direct-to-consumer telemedicine (TM) is closely related to red flag detection and correct referrals. The adherence to referral criteria from current guidelines is not well quantified. Objective: To analyze the emergency department (ED) referral rate and adherence to referral guidelines in TM encounters of acutely ill patients calling a center that adopts stewardship protocols. Methods: This is a retrospective observational unicentric study, between March 2020 and March 2022, with patients who spontaneously sought direct-to-consumer urgent virtual medical assistance. A video-based teleconsultation was provided immediately after connection. Physicians managed situations according to their clinical judgment. Current guidelines, containing specific guidance for referral if red flags were identified, were available for consultation. Physicians' semiannual performance feedback was carried out. We analyzed the patterns for referral to immediate face-to-face medical evaluation and the agreement degree with the institutional guidelines. Results: A total of 232,197 patients were available, and 14,051 (6.05%) patients were referred to ED. A total of 8,829 (68.4%) referrals were based in specific guidelines according to the International Classification of Diseases hypothesis, and 8,708 (98.6%) were justified according to guidelines. Diarrhea had the highest guidelines' adherence to referral (97.6%), followed by COVID-19 (90%), headache (84.2%), and conjunctivitis (78.8%). Policies did not support 5,222 (31.6%) referrals, though 5,100 (97.6%) of these were justified according to the doctor's clinical judgment. Conclusion: TM doctors' assessment of acutely ill patients has high rates of adherence to guidelines regarding referral. Stewardship protocol adoption provides high rates of red flag description, even in the referral of nonpolicy diseases.


Subject(s)
Emergency Service, Hospital , Guideline Adherence , Referral and Consultation , Humans , Referral and Consultation/organization & administration , Retrospective Studies , Emergency Service, Hospital/organization & administration , Emergency Service, Hospital/standards , Female , Male , Guideline Adherence/statistics & numerical data , Middle Aged , Adult , Telemedicine/organization & administration , Telemedicine/standards , Aged , Remote Consultation/organization & administration , Remote Consultation/standards , COVID-19 , Adolescent , Young Adult , Child
4.
J Trauma Acute Care Surg ; 96(5): 715-726, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38189669

ABSTRACT

BACKGROUND: Emergency general surgery conditions are common, costly, and highly morbid. The proportion of excess morbidity due to variation in health systems and processes of care is poorly understood. We constructed a collaborative quality initiative for emergency general surgery to investigate the emergency general surgery care provided and guide process improvements. METHODS: We collected data at 10 hospitals from July 2019 to December 2022. Five cohorts were defined: acute appendicitis, acute gallbladder disease, small bowel obstruction, emergency laparotomy, and overall aggregate. Processes and inpatient outcomes investigated included operative versus nonoperative management, mortality, morbidity (mortality and/or complication), readmissions, and length of stay. Multivariable risk adjustment accounted for variations in demographic, comorbid, anatomic, and disease traits. RESULTS: Of the 19,956 emergency general surgery patients, 56.8% were female and 82.8% were White, and the mean (SD) age was 53.3 (20.8) years. After accounting for patient and disease factors, the adjusted aggregate mortality rate was 3.5% (95% confidence interval [CI], 3.2-3.7), morbidity rate was 27.6% (95% CI, 27.0-28.3), and the readmission rate was 15.1% (95% CI, 14.6-15.6). Operative management varied between hospitals from 70.9% to 96.9% for acute appendicitis and 19.8% to 79.4% for small bowel obstruction. Significant differences in outcomes between hospitals were observed with high- and low-outlier performers identified after risk adjustment in the overall cohort for mortality, morbidity, and readmissions. The use of a Gastrografin challenge in patients with a small bowel obstruction ranged from 10.7% to 61.4% of patients. In patients who underwent initial nonoperative management of acute cholecystitis, 51.5% had a cholecystostomy tube placed. The cholecystostomy tube placement rate ranged from 23.5% to 62.1% across hospitals. CONCLUSION: A multihospital emergency general surgery collaborative reveals high morbidity with substantial variability in processes and outcomes among hospitals. A targeted collaborative quality improvement effort can identify outliers in emergency general surgery care and may provide a mechanism to optimize outcomes. LEVEL OF EVIDENCE: Therapeutic/Care Management; Level III.


Subject(s)
Intestinal Obstruction , Quality Improvement , Humans , Female , Male , Middle Aged , Quality Improvement/organization & administration , Adult , Intestinal Obstruction/surgery , Intestinal Obstruction/mortality , Aged , Appendicitis/surgery , Emergencies , Postoperative Complications/epidemiology , Patient Readmission/statistics & numerical data , General Surgery/standards , General Surgery/organization & administration , Length of Stay/statistics & numerical data , Gallbladder Diseases/surgery , Hospital Mortality , Emergency Service, Hospital/standards , Emergency Service, Hospital/statistics & numerical data , Emergency Service, Hospital/organization & administration , Acute Care Surgery
5.
JAMA ; 330(7): 636-649, 2023 08 15.
Article in English | MEDLINE | ID: mdl-37581671

ABSTRACT

Importance: Treatments for time-sensitive acute stroke are not available at every hospital, often requiring interhospital transfer. Current guidelines recommend hospitals achieve a door-in-door-out time of no more than 120 minutes at the transferring emergency department (ED). Objective: To evaluate door-in-door-out times for acute stroke transfers in the American Heart Association Get With The Guidelines-Stroke registry and to identify patient and hospital factors associated with door-in-door-out times. Design, Setting, and Participants: US registry-based, retrospective study of patients with ischemic or hemorrhagic stroke from January 2019 through December 2021 who were transferred from the ED at registry-affiliated hospitals to other acute care hospitals. Exposure: Patient- and hospital-level characteristics. Main Outcomes and Measures: The primary outcome was the door-in-door-out time (time of transfer out minus time of arrival to the transferring ED) as a continuous variable and a categorical variable (≤120 minutes, >120 minutes). Generalized estimating equation (GEE) regression models were used to identify patient and hospital-level characteristics associated with door-in-door-out time overall and in subgroups of patients with hemorrhagic stroke, acute ischemic stroke eligible for endovascular therapy, and acute ischemic stroke transferred for reasons other than endovascular therapy. Results: Among 108 913 patients (mean [SD] age, 66.7 [15.2] years; 71.7% non-Hispanic White; 50.6% male) transferred from 1925 hospitals, 67 235 had acute ischemic stroke and 41 678 had hemorrhagic stroke. Overall, the median door-in-door-out time was 174 minutes (IQR, 116-276 minutes): 29 741 patients (27.3%) had a door-in-door-out time of 120 minutes or less. The factors significantly associated with longer median times were age 80 years or older (vs 18-59 years; 14.9 minutes, 95% CI, 12.3 to 17.5 minutes), female sex (5.2 minutes; 95% CI, 3.6 to 6.9 minutes), non-Hispanic Black vs non-Hispanic White (8.2 minutes, 95% CI, 5.7 to 10.8 minutes), and Hispanic ethnicity vs non-Hispanic White (5.4 minutes, 95% CI, 1.8 to 9.0 minutes). The following were significantly associated with shorter median door-in-door-out time: emergency medical services prenotification (-20.1 minutes; 95% CI, -22.1 to -18.1 minutes), National Institutes of Health Stroke Scale (NIHSS) score exceeding 12 vs a score of 0 to 1 (-66.7 minutes; 95% CI, -68.7 to -64.7 minutes), and patients with acute ischemic stroke eligible for endovascular therapy vs the hemorrhagic stroke subgroup (-16.8 minutes; 95% CI, -21.0 to -12.7 minutes). Among patients with acute ischemic stroke eligible for endovascular therapy, female sex, Black race, and Hispanic ethnicity were associated with a significantly higher door-in-door-out time, whereas emergency medical services prenotification, intravenous thrombolysis, and a higher NIHSS score were associated with significantly lower door-in-door-out times. Conclusions and Relevance: In this US registry-based study of interhospital transfer for acute stroke, the median door-in-door-out time was 174 minutes, which is longer than current recommendations for acute stroke transfer. Disparities and modifiable health system factors associated with longer door-in-door-out times are suitable targets for quality improvement initiatives.


Subject(s)
Patient Transfer , Stroke , Aged , Aged, 80 and over , Female , Humans , Male , Brain Ischemia/epidemiology , Brain Ischemia/ethnology , Brain Ischemia/therapy , Hemorrhagic Stroke/epidemiology , Hemorrhagic Stroke/ethnology , Hemorrhagic Stroke/therapy , Ischemic Stroke/epidemiology , Ischemic Stroke/ethnology , Ischemic Stroke/therapy , Patient Transfer/standards , Patient Transfer/statistics & numerical data , Retrospective Studies , Stroke/therapy , United States/epidemiology , Time Factors , Acute Disease , Guideline Adherence , Middle Aged , Black or African American/statistics & numerical data , Hispanic or Latino/statistics & numerical data , White/statistics & numerical data , Registries/statistics & numerical data , Emergency Service, Hospital/standards , Emergency Service, Hospital/statistics & numerical data
6.
Subst Abuse Treat Prev Policy ; 18(1): 5, 2023 01 14.
Article in English | MEDLINE | ID: mdl-36641441

ABSTRACT

BACKGROUND: This study identified patient profiles in terms of their quality of outpatient care use, associated sociodemographic and clinical characteristics, and adverse outcomes based on frequent emergency department (ED) use, hospitalization, and death from medical causes. METHODS: A cohort of 18,215 patients with substance-related disorders (SRD) recruited in addiction treatment centers was investigated using Quebec (Canada) health administrative databases. A latent class analysis was produced, identifying three profiles of quality of outpatient care use, while multinomial and logistic regressions tested associations with patient characteristics and adverse outcomes, respectively. RESULTS: Profile 1 patients (47% of the sample), labeled "Low outpatient service users", received low quality of care. They were mainly younger, materially and socially deprived men, some with a criminal history. They had more recent SRD, mainly polysubstance, and less mental disorders (MD) and chronic physical illnesses than other Profiles. Profile 2 patients (36%), labeled "Moderate outpatient service users", received high continuity and intensity of care by general practitioners (GP), while the diversity and regularity in their overall quality of outpatient service was moderate. Compared with Profile 1, they  were older, less likely to be unemployed or to live in semi-urban areas, and most had common MD and chronic physical illnesses. Profile 3 patients (17%), labeled "High outpatient service users", received more intensive psychiatric care and higher quality of outpatient care than other Profiles. Most Profile 3 patients lived alone or were single parents, and fewer lived in rural areas or had a history of homelessness, versus Profile 1 patients. They were strongly affected by MD, mostly serious MD and personality disorders. Compared with Profile 1, Profile 3 had more frequent ED use and hospitalizations, followed by Profile 2. No differences in death rates emerged among the profiles. CONCLUSIONS: Frequent ED use and hospitalization were strongly related to patient clinical and sociodemographic profiles, and the quality of outpatient services received to the severity of their conditions. Outreach strategies more responsive to patient needs may include motivational interventions and prevention of risky behaviors for Profile 1 patients, collaborative GP-psychiatrist care for Profile 2 patients, and GP care and intensive specialized treatment for Profile 3 patients.


Subject(s)
Ambulatory Care , Patient Acceptance of Health Care , Social Determinants of Health , Sociodemographic Factors , Substance-Related Disorders , Humans , Male , Ambulatory Care/standards , Ambulatory Care/statistics & numerical data , Hospitalization/statistics & numerical data , Quebec/epidemiology , Substance-Related Disorders/complications , Substance-Related Disorders/epidemiology , Substance-Related Disorders/mortality , Substance-Related Disorders/therapy , Social Determinants of Health/statistics & numerical data , Emergency Service, Hospital/standards , Emergency Service, Hospital/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , General Practice/standards , General Practice/statistics & numerical data
7.
BMC Health Serv Res ; 22(1): 974, 2022 Jul 30.
Article in English | MEDLINE | ID: mdl-35908053

ABSTRACT

BACKGROUND: Overcrowding occurs when the identified need for emergency services outweighs the available resources in the emergency department (ED). Literature shows that ED overcrowding impacts the overall quality of the entire hospital production system, as confirmed by the recent COVID-19 pandemic. This study aims to identify the most relevant variables that cause ED overcrowding using the input-process-output model with the aim of providing managers and policy makers with useful hints for how to effectively redesign ED operations. METHODS: A mixed-method approach is used, blending qualitative inquiry with quantitative investigation in order to: i) identifying and operationalizing the main components of the model that can be addressed by hospital operation management teams and ii) testing and measuring how these components can influence ED LOS. RESULTS: With a dashboard of indicators developed following the input-process-output model, the analysis identifies the most significant variables that have an impact on ED overcrowding: the type (age and complexity) and volume of patients (input), the actual ED structural capacity (in terms of both people and technology) and the ED physician-to-nurse ratio (process), and the hospital discharging process (output). CONCLUSIONS: The present paper represents an original contribution regarding two different aspects. First, this study combines different research methodologies with the aim of capturing relevant information that by relying on just one research method, may otherwise be missed. Second, this study adopts a hospitalwide approach, adding to our understanding of ED overcrowding, which has thus far focused mainly on single aspects of ED operations.


Subject(s)
COVID-19/epidemiology , Crowding , Emergency Service, Hospital/statistics & numerical data , Pandemics , Emergency Service, Hospital/standards , Humans , Length of Stay , Patient Discharge/standards , Patient Discharge/statistics & numerical data
8.
Pan Afr Med J ; 41: 314, 2022.
Article in English | MEDLINE | ID: mdl-35865838

ABSTRACT

Introduction: catastrophe is a thoughtful community's well-being problem nowadays. Tragedies of any kind can strike at any time and have claimed many lives. Because, the emergency unit is at the frontline of disaster/emergency response system and helps as initial point to the most proper care of causalities, health professionals who are working in this area are the first caregivers, main players, and upfront role in calamity responses after pre-hospital medical services to disaster victims. The aim of this study was to assess emergency unit health professionals´ knowledge, attitude, practice, and related factors towards disasters and emergency preparedness at hospitals in the South Gondar Zone, Ethiopia, 2020. Methods: institution-based cross-sectional study with the census method was conducted at South Gondar Zone hospitals. All health professionals working in emergency units of South Gondar Zone hospitals were taken as a sample. A structured self-administered questionnaire was used to collect data. EPI-data version 4.2 and SPSS version 25 were used to enter and analyze data, respectively. The result was presented by narration, tables, and charts. Binary logistic regression was employed to determine the relations between dependent and independent variables. Results: the majority of the respondents (58.3%) were male. Regarding their profession, 52.2% were nurses, followed by physicians, 18.5%, while the rest were others. The mean age of the respondents was 29.48 ± 6.34 years. A substantial proportion (58.9%) of the study participants didn´t know whether their hospitals had a disaster management plan or not. In general, fifty-one-point seven percent´s (51.7%) of the study participants had poor knowledge toward disaster/emergency preparedness. Concerning their attitude, 55.0% had a negative attitude toward disaster preparedness. Regarding their levels of practice, 67.5% had inadequate practice disaster/emergency preparedness. Age category and profession of the respondents had a significant effect on the knowledge and attitude of respondents at P-value 0.05. Conclusion: more than half of the study participants had poor knowledge, negative attitudes, and inadequate practice about disaster/emergency preparedness.


Subject(s)
Attitude of Health Personnel , Civil Defense , Disaster Planning , Emergency Service, Hospital , Health Knowledge, Attitudes, Practice , Adult , Civil Defense/standards , Civil Defense/statistics & numerical data , Cross-Sectional Studies , Disaster Planning/standards , Disaster Planning/statistics & numerical data , Emergency Service, Hospital/standards , Emergency Service, Hospital/statistics & numerical data , Ethiopia/epidemiology , Female , Humans , Male , Surveys and Questionnaires , Young Adult
9.
BMC Med Educ ; 22(1): 571, 2022 Jul 23.
Article in English | MEDLINE | ID: mdl-35870916

ABSTRACT

BACKGROUND: The aim of this study was to explore healthcare professionals, managers, and other key employees' experiences of oilcloth sessions as a strategy when implementing new emergency departments in Denmark, based on their participations in these sessions. The study addresses the importance of securing alignment in implementation strategies. Too often, this does not get enough attention in the literature and in practice. In this study, alignment among components was achieved in an educational implementation strategy called oilcloth sessions. METHODS: The study is based on participants' observations of 13 oilcloth sessions and follow-up via 53 semi-structured interviews with the board of directors, managers, and key employees from the present emergency department and different specialty departments. Data were analysed deductively using Biggs and Tang's model of didactic alignment. RESULTS: The analysis showed the complexity of challenges when using oilcloth sessions as a strategy when implementing a new emergency department described in terms of three phases and nine main themes (a-i): the preparation phase: (a) preparing individually and collectively, (b) objectives, (c) involving participants, (d) selecting cases; the execution phase: (e) using materials, (f) facilitating the sessions, (g) temporal structures; evaluation: (h) following up on the sessions, (i) adapting to the context. CONCLUSIONS: This study shows that it is important to ensure alignment among elements in implementation strategies. Thus, oilcloth sessions with high alignment are useful if the challenges experienced are to be overcome and the strategy will be experienced as a useful way to support the implementation of a new emergency department from the participants' point of view. Bigg and Tang's didactic model is useful as an analytical framework to ensure alignment in implementation strategies in general.


Subject(s)
Emergency Service, Hospital/standards , Health Personnel/standards , Denmark , Emergency Service, Hospital/organization & administration , Emergency Service, Hospital/trends , Health Personnel/education , Humans , Qualitative Research
10.
Sante Publique ; Vol. 33(6): 959-970, 2022 Mar 11.
Article in French | MEDLINE | ID: mdl-35485027

ABSTRACT

Since early 2020, the onset of the COVID-19 pandemic, physicians have continued to report adverse events associated with care. Patients also continued to participate in the hospital satisfaction surveys. To date, no study in France has measured the impact of the pandemic on adverse events and patient satisfaction. We looked at the characteristics of these adverse events in relation to the pandemic and put patients' feelings into perspective. A qualitative and observational retrospective study of the REX and MCO48 databases was carried out. The quantitative study of the REX database was supplemented by a qualitative analysis of the declarations. The adverse events more often affects middle-aged men aged 60 years, while deaths occur in older patients with more complex pathologies and more urgent management. The nature of these events is different depending on the reporting period: Those reported in the first wave are more urgent, occur less frequently in the operating room than in the emergency room, and are considered less preventable than those reported in the second wave. The latter are more similar to the events that usually occur. The implementation of effective barriers, particularly within the teams, has made it possible to reduce the impact of the second wave on the occurrence of these events, the role of communication seems essential. The overall patient satisfaction score as well as those for medical and paramedical care has increased, which may reflect patient solidarity with caregivers. The attitude of active resilience on the part of all actors has been a major element in risk management during this crisis and it is essential to capitalize on these collaborative processes for the future.


Subject(s)
COVID-19 , Patient Satisfaction , Aged , COVID-19/epidemiology , COVID-19/psychology , COVID-19/therapy , Emergency Service, Hospital/standards , France/epidemiology , Humans , Male , Middle Aged , Operating Rooms , Pandemics , Retrospective Studies , Risk Management
11.
PLoS One ; 17(2): e0264184, 2022.
Article in English | MEDLINE | ID: mdl-35176113

ABSTRACT

OBJECTIVES: Triage is an essential emergency department (ED) process designed to provide timely management depending on acuity and severity; however, the process may be inconsistent with clinical and hospitalization outcomes. Therefore, studies have attempted to augment this process with machine learning models, showing advantages in predicting critical conditions and hospitalization outcomes. The aim of this study was to utilize nationwide registry data to develop a machine learning-based classification model to predict the clinical course of pediatric ED visits. METHODS: This cross-sectional observational study used data from the National Emergency Department Information System on emergency visits of children under 15 years of age from January 1, 2016, to December 31, 2017. The primary and secondary outcomes were to identify critically ill children and predict hospitalization from triage data, respectively. We developed and tested a random forest model with the under sampled dataset and validated the model using the entire dataset. We compared the model's performance with that of the conventional triage system. RESULTS: A total of 2,621,710 children were eligible for the analysis and included 12,951 (0.5%) critical outcomes and 303,808 (11.6%) hospitalizations. After validation, the area under the receiver operating characteristic curve was 0.991 (95% confidence interval [CI] 0.991-0.992) for critical outcomes and 0.943 (95% CI 0.943-0.944) for hospitalization, which were higher than those of the conventional triage system. CONCLUSIONS: The machine learning-based model using structured triage data from a nationwide database can effectively predict critical illness and hospitalizations among children visiting the ED.


Subject(s)
Critical Illness/epidemiology , Databases, Factual , Emergency Service, Hospital/standards , Hospitalization/statistics & numerical data , Machine Learning , Triage/methods , Child , Child, Preschool , Cross-Sectional Studies , Female , Humans , Infant , Male , ROC Curve , Republic of Korea/epidemiology
12.
JAMA Netw Open ; 5(2): e2147882, 2022 02 01.
Article in English | MEDLINE | ID: mdl-35142831

ABSTRACT

Importance: Sepsis guidelines and research have focused on patients with sepsis who are admitted to the hospital, but the scope and implications of sepsis that is managed in an outpatient setting are largely unknown. Objective: To identify the prevalence, risk factors, practice variation, and outcomes for discharge to outpatient management of sepsis among patients presenting to the emergency department (ED). Design, Setting, and Participants: This cohort study was conducted at the EDs of 4 Utah hospitals, and data extraction and analysis were performed from 2017 to 2021. Participants were adult ED patients who presented to a participating ED from July 1, 2013, to December 31, 2016, and met sepsis criteria before departing the ED alive and not receiving hospice care. Exposures: Patient demographic and clinical characteristics, health system parameters, and ED attending physician. Main Outcomes and Measures: Information on ED disposition was obtained from electronic medical records, and 30-day mortality data were acquired from Utah state death records and the US Social Security Death Index. Factors associated with ED discharge rather than hospital admission were identified using penalized logistic regression. Variation in ED discharge rates between physicians was estimated after adjustment for potential confounders using generalized linear mixed models. Inverse probability of treatment weighting was used in the primary analysis to assess the noninferiority of outpatient management for 30-day mortality (noninferiority margin of 1.5%) while adjusting for multiple potential confounders. Results: Among 12 333 ED patients with sepsis (median [IQR] age, 62 [47-76] years; 7017 women [56.9%]) who were analyzed in the study, 1985 (16.1%) were discharged from the ED. After penalized regression, factors associated with ED discharge included age (adjusted odds ratio [aOR], 0.90 per 10-y increase; 95% CI, 0.87-0.93), arrival to ED by ambulance (aOR, 0.61; 95% CI, 0.52-0.71), organ failure severity (aOR, 0.58 per 1-point increase in the Sequential Organ Failure Assessment score; 95% CI, 0.54-0.60), and urinary tract (aOR, 4.56 [95% CI, 3.91-5.31] vs pneumonia), intra-abdominal (aOR, 0.51 [95% CI, 0.39-0.65] vs pneumonia), skin (aOR, 1.40 [95% CI, 1.14-1.72] vs pneumonia) or other source of infection (aOR, 1.67 [95% CI, 1.40-1.97] vs pneumonia). Among 89 ED attending physicians, adjusted ED discharge probability varied significantly (likelihood ratio test, P < .001), ranging from 8% to 40% for an average patient. The unadjusted 30-day mortality was lower in discharged patients than admitted patients (0.9% vs 8.3%; P < .001), and their adjusted 30-day mortality was noninferior (propensity-adjusted odds ratio, 0.21 [95% CI, 0.09-0.48]; adjusted risk difference, 5.8% [95% CI, 5.1%-6.5%]; P < .001). Alternative confounder adjustment strategies yielded odds ratios that ranged from 0.21 to 0.42. Conclusions and Relevance: In this cohort study, discharge to outpatient treatment of patients who met sepsis criteria in the ED was more common than previously recognized and varied substantially between ED physicians, but it was not associated with higher mortality compared with hospital admission. Systematic, evidence-based strategies to optimize the triage of ED patients with sepsis are needed.


Subject(s)
Ambulatory Care/standards , Emergency Service, Hospital/standards , Patient Discharge/standards , Practice Guidelines as Topic , Sepsis/therapy , Aged , Ambulatory Care/statistics & numerical data , Cohort Studies , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Male , Middle Aged , Odds Ratio , Patient Discharge/statistics & numerical data , Prevalence , Retrospective Studies , Risk Factors , Treatment Outcome , Utah
13.
PLoS One ; 17(1): e0261771, 2022.
Article in English | MEDLINE | ID: mdl-35025918

ABSTRACT

The outbreak of unconventional emergencies leads to a surge in demand for emergency supplies. How to effectively arrange emergency production processes and improve production efficiency is significant. The emergency manufacturing systems are typically complex systems, which are difficult to be analyzed by using physical experiments. Based on the theory of Random Service System (RSS) and Parallel Emergency Management System (PeMS), a parallel simulation and optimization framework of production processes for surging demand of emergency supplies is constructed. Under this novel framework, an artificial system model paralleling with the real scenarios is established and optimized by the parallel implementation processes. Furthermore, a concrete example of mask shortage, which occurred at Huoshenshan Hospital in the COVID-19 pandemic, verifies the feasibility of this method.


Subject(s)
Emergency Service, Hospital/standards , Public Health/methods , COVID-19/prevention & control , Disease Outbreaks/prevention & control , Emergencies , Humans
14.
CMAJ ; 194(2): E37-E45, 2022 01 17.
Article in English | MEDLINE | ID: mdl-35039386

ABSTRACT

BACKGROUND: Previous studies have found that race is associated with emergency department triage scores, raising concerns about potential health care inequity. As part of a project on quality of care for First Nations people in Alberta, we sought to understand the relation between First Nations status and triage scores. METHODS: We conducted a population-based retrospective cohort study of health administrative data from April 2012 to March 2017 to evaluate acuity of triage scores, categorized as a binary outcome of higher or lower acuity score. We developed multivariable multilevel logistic mixed-effects regression models using the levels of emergency department visit, patient (for patients with multiple visits) and facility. We further evaluated the triage of visits related to 5 disease categories and 5 specific diagnoses to better compare triage outcomes of First Nations and non-First Nations patients. RESULTS: First Nations status was associated with lower odds of receiving higher acuity triage scores (odds ratio [OR] 0.93, 95% confidence interval [CI] 0.92-0.94) compared with non-First Nations patients in adjusted models. First Nations patients had lower odds of acute triage for all 5 disease categories and for 3 of 5 diagnoses, including long bone fractures (OR 0.82, 95% CI 0.76-0.88), acute upper respiratory infection (OR 0.90, 95% CI 0.84-0.98) and anxiety disorder (OR 0.67, 95% CI 0.60-0.74). INTERPRETATION: First Nations status was associated with lower odds of higher acuity triage scores across a number of conditions and diagnoses. This may reflect systemic racism, stereotyping and potentially other factors that affected triage assessments.


Subject(s)
Emergency Service, Hospital/standards , Indigenous Canadians , Triage/standards , Adult , Alberta , Female , Health Services Accessibility , Humans , Male , Middle Aged , Outcome Assessment, Health Care , Patient Acuity , Retrospective Studies , Social Determinants of Health , Stereotyping , Systemic Racism
15.
PLoS One ; 17(1): e0262215, 2022.
Article in English | MEDLINE | ID: mdl-34995326

ABSTRACT

INTRODUCTION: Antivenom is currently considered standard treatment across the full spectrum of severity for snake envenomation in the United States. Although safe and effective antivenoms exist, their use in clinical practice is not universal. OBJECTIVE: This study explored physicians' perceptions of antivenom use and experience with snake envenomation treatment in order to identify factors that influence treatment decisions and willingness to administer. METHODS: We conducted a qualitative study including in-depth interviews via online video conferencing with physicians practicing in emergency departments across the United States. Participants were selected based on purposive sampling methods. Data analysis followed inductive strategies, conducted by two researchers. The codebook and findings were discussed within the research team. FINDINGS: Sixteen in-depth interviews with physicians from nine states across the US were conducted. The participants' specialties include emergency medicine (EM), pediatric EM, and toxicology. The experience of treating snakebites ranged from only didactic education to having treated over 100 cases. Emergent themes for this manuscript from the interview data included perceptions of antivenom, willingness to administer antivenom and influencing factors to antivenom usage. Overall, cost-related concerns were a major barrier to antivenom administration, especially in cases where the indications and effectiveness did not clearly outweigh the potential financial burden on the patient in non-life- or limb-threatening cases. The potential to decrease recovery time and long-term functional impairments was not commonly reported by participants as an indication for antivenom. In addition, level of exposure and perceived competence, based on prior education and clinical experience, further impacted the decision to treat. Resources such as Poison Center Call lines were well received and commonly used to guide the treatment plan. The need for better clinical guidelines and updated treatment algorithms with clinical and measurable indicators was stated to help the decision-making process, especially among those with low exposure to snake envenomation patients. CONCLUSIONS: A major barrier to physician use of antivenom is a concern about cost, cost transparency and cost-benefit for the patients. Those concerns, in addition to the varying degrees of awareness of potential long-term benefits, further influence inconsistent clinical treatment practices.


Subject(s)
Antivenins/administration & dosage , Emergency Service, Hospital/standards , Physicians/psychology , Practice Patterns, Physicians'/statistics & numerical data , Snake Bites/drug therapy , Venoms/adverse effects , Adult , Animals , Evaluation Studies as Topic , Female , Humans , Male , Middle Aged , Snake Bites/etiology
16.
Am J Emerg Med ; 51: 163-168, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34741995

ABSTRACT

OBJECTIVES: The objective of this study is to evaluate the impact of emergency department (ED) crowding levels on patient admission decisions and outcomes. METHODS: A retrospective study was performed based on 2-year electronic health record data from a tertiary care hospital ED in Alberta, Canada. Using modified Poisson regression models, we studied the association of patient admission decisions and 7-day revisit probability with ED crowding levels measured by: 1) the total number of patients waiting and in treatment (ED census), 2) the number of boarding patients (boarder census), and 3) the average physician workload, calculated by the total number of ED patients divided by the number of physicians on duty (physician workload census). The control variables included age, gender, treatment area, triage level, and chief complaint. A subgroup analysis was performed to evaluate the heterogeneous effects among patients of different acuity levels. RESULTS: Our dataset included 141,035 patient visit records after cleaning from August 2013 to July 2015. The patient admission probability was positively correlated with ED census (relative risk [RR] = 1.006, 95% confidence interval [CI] = 1.005 to 1.007) and physician workload census (RR = 1.029, 95% CI = 1.027 to 1.032), but inversely correlated with boarder census (RR = 0.991, 95% CI = 0.989 to 0.993). We further found that the 7-day revisit probability of discharged patients was positively associated with boarder census (RR = 1.009, 95% CI = 1.004 to 1.014). CONCLUSIONS: Patient admission probability was found to be directly associated with ED census and physician workload census, but inversely associated with the boarder census. The effects of boarder census and physician workload census were stronger for patients of triage levels 3-5. Our results suggested that (i) insufficient physician staffing may lead to unnecessary patient admissions; (ii) too many boarding patients in ED leads to an increase in unsafe discharges, and as a result, an increase in 7-day revisit probability.


Subject(s)
Censuses , Crowding , Hospitalization/statistics & numerical data , Patient Admission/standards , Triage/methods , Adolescent , Adult , Aged , Aged, 80 and over , Alberta , Child , Child, Preschool , Electronic Health Records , Emergency Service, Hospital/organization & administration , Emergency Service, Hospital/standards , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Infant , Infant, Newborn , Logistic Models , Male , Middle Aged , Patient Admission/statistics & numerical data , Retrospective Studies , Tertiary Care Centers , Triage/standards , Triage/statistics & numerical data , Young Adult
17.
Am J Emerg Med ; 51: 46-52, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34673475

ABSTRACT

BACKGROUND: The American College of Cardiology and American Heart Association define hypertensive emergency (HTN-E) as a systolic blood pressure greater than 180 mmHg or a diastolic blood pressure greater than 120 mmHg with evidence of end-organ damage (EOD). Based on expert opinion, current guidelines recommend antihypertensive therapy to reduce blood pressure (BP) at specific hourly rates to reduce progression of EOD, outlined by four criteria. Our goal was to describe compliance with guideline recommendations for early management of HTN-E and to analyze safety outcomes related to pharmacologic intervention. METHODS: This was a retrospective chart review including patients presenting to the emergency department with HTN-E between September 2016 and August 2020. We excluded patients with a compelling indication for altered therapeutic goals (e.g. acute aortic dissection, hemorrhagic or ischemic stroke, and pheochromocytoma). The primary outcome was complete adherence with guideline recommendations in the first 24 h. RESULTS: Of 758 screened records, 402 were included. Mean age was 54 years and majority Black race (72%). Overall, total adherence was poor (<1%): 30% received intravenous therapy within 1 h, 64% achieved 1-h BP goals, 44% achieved 6-h goals, and 9% had appropriate 24-h maintenance BP. Hypotensive events (N = 67) were common and antihypertensive-associated EOD (N = 21) did occur. Predictors of hypotension include treatment within 1 h and management with continuous infusion medication. CONCLUSIONS: Current practice is poorly compliant with guideline criteria and there are risks associated with recommended treatments. Our results favor relaxing the expert opinion-based recommendations.


Subject(s)
Antihypertensive Agents/therapeutic use , Emergency Service, Hospital/standards , Guideline Adherence/statistics & numerical data , Hypertension/drug therapy , Patient Compliance , Adult , Aged , American Heart Association , Antihypertensive Agents/adverse effects , Blood Pressure/drug effects , Emergency Medical Services/standards , Female , Humans , Hypotension/epidemiology , Logistic Models , Male , Middle Aged , Retrospective Studies , Time Factors , United States
18.
Intern Emerg Med ; 17(3): 829-837, 2022 04.
Article in English | MEDLINE | ID: mdl-34292458

ABSTRACT

To investigate the effects of the dramatic reduction in presentations to Italian Emergency Departments (EDs) on the main indicators of ED performance during the SARS-CoV-2 pandemic. From February to June 2020 we retrospectively measured the number of daily presentations normalized for the number of emergency physicians on duty (presentations/physician ratio), door-to-physician and door-to-final disposition (length-of-stay) times of seven EDs in the central area of Tuscany. Using the multivariate regression analysis we investigated the relationship between the aforesaid variables and patient-level (triage codes, age, admissions) or hospital-level factors (number of physician on duty, working surface area, academic vs. community hospital). We analyzed data from 105,271 patients. Over ten consecutive 14-day periods, the number of presentations dropped from 18,239 to 6132 (- 67%) and the proportion of patients visited in less than 60 min rose from 56 to 86%. The proportion of patients with a length-of-stay under 4 h decreased from 59 to 52%. The presentations/physician ratio was inversely related to the proportion of patients with a door-to-physician time under 60 min (slope - 2.91, 95% CI - 4.23 to - 1.59, R2 = 0.39). The proportion of patients with high-priority codes but not the presentations/physician ratio, was inversely related to the proportion of patients with a length-of-stay under 4 h (slope - 0.40, 95% CI - 0.24 to - 0.27, R2 = 0.36). The variability of door-to-physician time and global length-of-stay are predicted by different factors. For appropriate benchmarking among EDs, the use of performance indicators should consider specific, hospital-level and patient-level factors.


Subject(s)
COVID-19 , Emergency Service, Hospital , Physicians , COVID-19/epidemiology , Emergency Service, Hospital/standards , Emergency Service, Hospital/statistics & numerical data , Humans , Italy , Length of Stay , Multivariate Analysis , Pandemics , Physicians/statistics & numerical data , Regression Analysis , Retrospective Studies , SARS-CoV-2 , Time Factors
20.
Am J Emerg Med ; 51: 378-383, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34823194

ABSTRACT

OBJECTIVE: To improve the timely diagnosis and treatment of sepsis many institutions implemented automated sepsis alerts. Poor specificity, time delays, and a lack of actionable information lead to limited adoption by bedside clinicians and no change in practice or clinical outcomes. We aimed to compare sepsis care compliance before and after a multi-year implementation of a sepsis surveillance coupled with decision support in a tertiary care center. DESIGN: Single center before and after study. SETTING: Large academic Medical Intensive Care Unit (MICU) and Emergency Department (ED). POPULATION: Patients 18 years of age or older admitted to *** Hospital MICU and ED from 09/4/2011 to 05/01/2018 with severe sepsis or septic shock. INTERVENTIONS: Electronic medical record-based sepsis surveillance system augmented by clinical decision support and completion feedback. MEASUREMENTS AND MAIN RESULTS: There were 1950 patients admitted to the MICU with the diagnosis of severe sepsis or septic shock during the study period. The baseline characteristics were similar before (N = 854) and after (N = 1096) implementation of sepsis surveillance. The performance of the alert was modest with a sensitivity of 79.9%, specificity of 76.9%, positive predictive value (PPV) 27.9%, and negative predictive value (NPV) 97.2%. There were 3424 unique alerts and 1131 confirmed sepsis patients after the sniffer implementation. During the study period average care bundle compliance was higher; however after taking into account improvements in compliance leading up to the intervention, there was no association between intervention and improved care bundle compliance (Odds ratio: 1.16; 95% CI: 0.71 to 1.89; p-value 0.554). Similarly, the intervention was not associated with improvement in hospital mortality (Odds ratio: 1.55; 95% CI: 0.95 to 2.52; p-value: 0.078). CONCLUSIONS: A sepsis surveillance system incorporating decision support or completion feedback was not associated with improved sepsis care and patient outcomes.


Subject(s)
Decision Support Systems, Clinical , Emergency Service, Hospital/statistics & numerical data , Intensive Care Units/supply & distribution , Sepsis/diagnosis , Academic Medical Centers , Aged , Aged, 80 and over , Controlled Before-After Studies , Emergency Service, Hospital/standards , Feedback , Female , Hospital Mortality , Humans , Intensive Care Units/standards , Linear Models , Male , Middle Aged , Patient Care Bundles/standards , Retrospective Studies , Sentinel Surveillance , Sepsis/mortality , Sepsis/therapy , Shock, Septic/diagnosis , Shock, Septic/mortality , Shock, Septic/therapy
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