Observational studyInternal and emergency medicine2024
Emergency department crowding increases 10-day mortality for non-critical patients: a retrospective observational study.
Observational study in Internal and emergency medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Emergency department crowding in the modern era: a systematic review (2018-2025).Clinical and experimental emergency medicine · 2026Pooled it
- Crowding in real-time: an artificial intelligence-based model to manage crowding in the emergency department (CRAMMED Study).BMC emergency medicine · 2026Article
- Data balancing improves mortality prediction for emergency department patients.BMC medical informatics and decision making · 2026Article
- Evaluation of an innovative "Emergency Department Surge" program for the care and treatment of patients with low-acuity conditions.Healthcare (Amsterdam, Netherlands) · 2026Article
- Altered Level of Consciousness in a Tertiary Emergency Department: Etiologies, Mortality, and Outcomes.Journal of clinical medicine · 2026Article
- Current situation and influencing factors of emergency department visits by non-urgent young and middle-aged patients in China: A retrospective study.Belitung nursing journal · 2026Article
- Accuracy of Triage Nurses in Predicting Patient Admissions: Retrospective, Large-sample Evidence from a Community Emergency Department.The western journal of emergency medicine · 2025Article
- Nurse Staffing Management in the Context of Emergency Departments and Seasonal Respiratory Diseases: An Artificial Intelligence and Discrete-Event Simulation Approach.Journal of medical systems · 2025Article
- Is a Prolonged Emergency Department Stay a Risk for Patient Safety?Journal of the American College of Emergency Physicians open · 2025Article
- Article
- Exploring care pathways of patients conveyed by emergency medical services (EMS) through electronic health records.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025Article
- Forecasting Mortality Associated Emergency Department Crowding with LightGBM and Time Series Data.Journal of medical systems · 2025Article
- Hybrid emergency care at the home for patients - A multiple case study.BMC emergency medicine · 2024Article
- Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
The current evidence suggests that higher levels of crowding in the Emergency Department (ED) have a negative impact on patient outcomes, including mortality. However, only limited data are available about the association between crowding and mortality, especially for patients discharged from the ED. The primary objective of this study was to establish the association between ED crowding and overall 10-day mortality for non-critical patients. The secondary objective was to perform a subgroup analysis of mortality risk separately for both admitted and discharged patients. An observational single-centre retrospective study was conducted in the Tampere University Hospital ED from January 2018 to February 2020. The ED Occupancy Ratio (EDOR) was used to describe the level of crowding and it was calculated both at patient's arrival and at the maximum point during the stay in the ED. Age, gender, Emergency Medical Service transport, triage acuity, and shift were considered as confounding factors in the analyses. A total of 103,196 ED visits were included. The overall 10-day mortality rate was 1.0% (n = 1022). After controlling for confounding factors, the highest quartile of crowding was identified as an independent risk factor for 10-day mortality. The results were essentially similar whether using the EDOR at arrival (OR 1.31, 95% CI 1.07-1.61, p = 0.009) or the maximum EDOR (OR 1.27, 95% CI 1.04-1.56, p = 0.020). A more precise, mortality-associated threshold of crowding was identified at EDOR 0.9. The subgroup analysis did not yield any statistically significant findings. The risk for 10-day mortality increased among non-critical ED patients treated during the highest EDOR quartile.
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