Related Experiment Video
Updated: Mar 20, 2026

A Modified Sonographic Algorithm for Image Acquisition in Life-Threatening Emergencies in the Critically Ill Newborn
Published on: April 7, 2023
Predicting Flow in the Pediatric Emergency Department: Are Holidays Lighter?
Miriam Krinsky-Diener1, Konstantinos Agoritsas, Jennifer H Chao
1From the *Pediatric Emergency Department and †Department of Emergency Medicine, Kings County Hospital, SUNY Downstate Medical Center, Brooklyn, NY.
Insights
Pediatric emergency department (ED) patient volume is lower on Thanksgiving and Christmas, and in the late afternoon/evening on other holidays. These findings suggest potential for optimized staffing and resource allocation in pediatric EDs.
Area of Science:
- Pediatric Emergency Medicine
- Healthcare Operations Research
- Public Health
Background:
- Predicting patient volume in pediatric emergency departments (EDs) is crucial for effective staffing and resource allocation.
- Understanding patterns of patient visits related to holidays can inform operational strategies.
Purpose of the Study:
- To determine if patient volume in an urban pediatric ED can be predicted based on holidays.
- To aid in optimizing staffing and resource allocation within pediatric EDs.
Main Methods:
- Analysis of 223,677 patient visits to an urban pediatric ED from July 1, 2006, to June 30, 2013.
- Visits were categorized by day of week, shift, season, and holiday status.
- Statistical comparisons of median patient visits on holidays versus nonholidays were conducted using Mann-Whitney U and Kruskal-Wallis tests.
Main Results:
- Overall median daily patient volume was 85 visits, peaking on Mondays.
- Summer season had the lowest patient visit volume (median, 74).
- Fewer patient visits were observed on Thanksgiving and Christmas Day, and in the late afternoon/evening on other holidays compared to nonholidays.
Conclusions:
- Reduced patient volume on specific holidays (Thanksgiving, Christmas) and times (late afternoon/evening) suggests opportunities for minor staffing adjustments.
- These adjustments can lead to more efficient balancing of demand and resources in pediatric EDs.
- Predictive modeling based on holiday schedules may improve pediatric emergency care operations.
Objective:
The aim of this study was to determine whether patient volume in an urban pediatric emergency department (ED) can be predicted based on holidays and thus aid in staffing and resource allocation.
Methods:
Log-in dates and times were obtained for all patients seen in an urban pediatric ED between July 1, 2006, and June 30, 2013. Visits were coded for the day of the week, tour (ie, shift), and season and whether they occurred on a holiday or nonholiday. Comparisons between the median number of patient visits on holidays versus nonholidays by day of the week, tour, and season were performed. Additional comparisons on 5 Monday holidays as well as New Year's Day, Thanksgiving, and Christmas Day were also performed. Data were presented as medians with interquartile ranges. Group comparisons were performed via using Mann-Whitney U tests and Kruskal-Wallis tests (α = 0.05, 2 tailed).
Results:
There were 223,677 total patient visits, with a mean yearly census of 31,954. The median daily volume was 85, peaking on Mondays (median, 99). The summer season demonstrated the fewest number of patient visits (median, 74) relative to the other seasons (medians, 89-91). Compared with nonholidays, there were fewer patient visits on Thanksgiving and Christmas Day and in the late afternoon and evening on other individual holidays.
Conclusions:
Fewer patient visits on Thanksgiving and Christmas Days, as well as during the late afternoon/evening on several other holidays, point to the possibility of small adjustments to staffing in ways that can more efficiently balance demand with available resources.
Related Concept Videos
Pharmacokinetics in Pediatric Patients: Drug Distribution
Pharmacokinetics in Pediatric Patients: Drug Excretion
Drug Dosing: Infants and Children
Flow Sheet
Here's a closer look at the examples of flowsheets commonly used by nurses:
Graphic Sheet Documentation:
Pharmacokinetics in Pediatric Patients: Overview and Drug Absorption
Fast Decoupled and DC Powerflow

