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.
Abstract

Related Concept Videos

Pharmacokinetics in Pediatric Patients: Drug Distribution01:17

Pharmacokinetics in Pediatric Patients: Drug Distribution

Drug distribution in the pediatric population exhibits unique challenges and considerations due to the physiological differences between children, particularly neonates and infants, and adults. A crucial aspect of pediatric pharmacology is understanding how these differences impact the pharmacokinetics of various drugs, necessitating age-specific dosing strategies to ensure efficacy and safety.Neonates and infants have a higher total body water content, ~75%–90% of their body weight,...
426
Pharmacokinetics in Pediatric Patients: Drug Excretion01:26

Pharmacokinetics in Pediatric Patients: Drug Excretion

In pediatric medicine, understanding the renal function and drug elimination nuances is crucial for administering safe and effective treatments. Newborns, in particular, display markedly slower renal functions than adults, profoundly affecting how drugs are cleared from their bodies. This slower drug clearance requires clinicians to extend the dosing intervals for many medications to prevent drug accumulation and toxicity while ensuring therapeutic efficacy.One key area where these adjustments...
360
Drug Dosing: Infants and Children01:29

Drug Dosing: Infants and Children

Pediatric patient dosages diverge from adults due to disparities in body surface area, total body water, and extracellular fluid per kilogram of body weight. The dosing regimen considers the variations in pharmacokinetics and pharmacology across distinct age groups, encompassing preterm newborns, infants, young children, older children, and adolescents. Calculation of pediatric patient doses is predicated on determining body surface area, which exhibits a superior correlation with the child's...
698
Flow Sheet01:17

Flow Sheet

Flowsheets are valuable tools in nursing documentation. They enable healthcare professionals to efficiently record and monitor various patient assessments and measurements in a consolidated format.
Here's a closer look at the examples of flowsheets commonly used by nurses:
Graphic Sheet Documentation:
3.0K
Pharmacokinetics in Pediatric Patients: Overview and Drug Absorption01:23

Pharmacokinetics in Pediatric Patients: Overview and Drug Absorption

Understanding the physiological differences in the pediatric population is crucial for effective pharmacotherapy. Neonates, infants, and children exhibit significant variations in gastric pH, gastric emptying time, intestinal transit time, and biliary function. These variations profoundly affect oral drug absorption, necessitating a nuanced approach to pediatric dosing.Neonates present with a unique physiological profile, having a gastric pH greater than 4 and faster and more irregular gastric...
652
Fast Decoupled and DC Powerflow01:24

Fast Decoupled and DC Powerflow

The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
808