Related Experiment Video
Updated: Mar 21, 2026

Author Spotlight: Unveiling Prognostic Indicators in Heart Failure - The Role of Phase Angle and Bioelectrical Impedance Analysis
Published on: June 30, 2023
Early Clinical Deterioration Among Emergency Department Boarders: A Retrospective Analysis
Nicholas W Rizer1, Eili Klein2, Martin S Copenhaver2
1Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD; Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, MD.
Extended emergency department (ED) boarding increases the risk of patient deterioration. Longer boarding times are linked to higher odds of clinical decline and increased mortality, highlighting significant patient safety concerns.
Area of Science:
- Emergency Medicine
- Patient Safety
- Clinical Deterioration
Background:
- Emergency department (ED) boarding, defined as patients admitted but awaiting an inpatient bed, is a growing concern.
- Understanding the risks associated with ED boarding is crucial for patient safety and hospital operations.
Purpose of the Study:
- To determine the incidence of early clinical deterioration in patients boarding in the ED.
- To identify factors associated with this deterioration, including boarding duration.
Main Methods:
- Retrospective study of adult patients admitted to internal medicine or subspecialty services.
- Analysis of data from a 5-hospital academic health system between January 2018 and June 2024.
- Logistic regression used to identify predictors of early clinical deterioration within 48 hours of admission order.
Main Results:
- 3.6% of 173,168 patients experienced early clinical deterioration, with 45% occurring while still boarding in the ED.
- Each excess hour of boarding was associated with a 0.8% increased risk of overall deterioration and a 2.4% increased risk of ED-based deterioration.
- Independent predictors included longer boarding time, academic safety-net hospital care, overnight admission, and elevated lactate levels. Mortality was higher in deteriorating patients (13.0% vs 3.9%).
Conclusions:
- Early clinical deterioration is a significant risk for patients experiencing ED boarding.
- Increased boarding duration is independently associated with a higher likelihood of clinical deterioration.
- These findings emphasize the critical patient safety risks associated with ED boarding.
More Related Videos
Related Concept Videos
Acute Respiratory Failure-IV
Heart Failure III: Clinical Manifestations
Pulmonary Embolism I: Introduction
Introduction Cardiac Emergencies
Acute Coronary Syndrome III: Diagnostic Studies
Acute Coronary Syndrome IV: Interprofessional Care

