Related Experiment Video
Updated: Feb 24, 2026

Author Spotlight: Unveiling Prognostic Indicators in Heart Failure - The Role of Phase Angle and Bioelectrical Impedance Analysis
Published on: June 30, 2023
The relationship between emergency department volume and patient complexity
Barry Hahn1, Batya Zuckerman1, Milazim Durakovic1
1Department of Emergency Medicine, Staten Island University Hospital, Northwell Health, Staten Island, NY, United States.
This study found no link between daily emergency department patient complexity, measured by Current Procedure Terminology (CPT) codes, and the day of the week or holidays. These findings suggest a need to re-evaluate emergency department staffing and resource allocation strategies.
Area of Science:
- Emergency Medicine
- Healthcare Operations Research
- Health Services Research
Background:
- Forecasting emergency department (ED) visits is crucial for effective staffing and resource allocation.
- Previous studies often used triage status to assess patient severity, but this study explores a novel approach.
- Understanding patient volume complexity is key to optimizing medical and ancillary staffing.
Purpose of the Study:
- To evaluate the correlation between daily ED patient complexity, defined by Current Procedure Terminology (CPT) codes, and the day of the week.
- To investigate the relationship between ED patient complexity and legal holidays.
Main Methods:
- Retrospective analysis of ED visits from January 1, 2010, to December 31, 2015.
- Correlation analysis of CPT codes with the day of the week, including days surrounding legal holidays.
Main Results:
- Analysis included 648,898 patient visits (48% male, 52% female).
- No statistically significant correlation was found between daily ED patient complexity (CPT codes) and the day of the week (p=0.75).
- No correlation was identified between ED patient complexity and legal holidays; however, individual CPT codes showed variations on specific days or holidays without clear patterns.
Conclusions:
- Daily ED patient complexity, based on CPT codes, does not correlate with the day of the week or legal holidays.
- Current emergency department staffing and resource allocation models may require reassessment in light of these findings.
More Related Videos
08:22The Application of Point-of-Care Ultrasonography (POCUS) in the Management of Acute Respiratory Distress Syndrome (ARDS) in the Intensive Care Unit
Published on: December 12, 2025
09:52Setting Up a Stroke Team Algorithm and Conducting Simulation-based Training in the Emergency Department - A Practical Guide
Published on: January 15, 2017
Related Concept Videos
Compartment Models: Single-Compartment Model
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Three-Compartment Open Model
Compartment Models: Two-Compartment Model
Two-Compartment Open Model: Extravascular Administration
The absorption exponent (ka) indicates the speed at which the drug...
Methods of Documentation VII: EMR