Related Experiment Video
Updated: Dec 18, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Measures of ED utilization in a national cohort of children
Annie Lintzenich Andrews1, Jessica Bettenhausen, Erik Hoefgen
1Department of Pediatrics, Medical University of South Carolina, 135 Rutledge Ave, MSC 561, Charleston, SC 29425.
Insights
Two emergency department (ED) utilization measures identify different groups of children. ED reliance identified more frequent utilizers, including older children and those with chronic conditions, compared to visit counts.
Area of Science:
- Pediatric Health Services Research
- Healthcare Utilization Studies
- Chronic Disease Management
Background:
- Emergency department (ED) utilization is a key indicator of chronic disease control and healthcare quality in children.
- Understanding how different measures of ED utilization capture distinct patient populations is crucial for effective healthcare planning.
Purpose of the Study:
- To determine if two distinct measures of emergency department (ED) utilization identify clinically or demographically different pediatric populations.
- To compare ED reliance (EDR) and ED visit counts as indicators of high ED utilization in children and adolescents.
Main Methods:
- A retrospective cohort study analyzed IBM Health/Truven MarketScan Medicaid data for over 5.4 million children and adolescents.
- Patients were categorized by chronic medical condition complexity using the 3M Clinical Risk Group system.
- High ED utilizers were defined by ED reliance (EDR >0.33) and by visit counts (≥3 ED visits). Logistic regression identified associated patient factors.
Main Results:
- ED reliance (EDR) identified 18% of patients as high utilizers, compared to 7% identified by visit counts.
- The visit count measure identified younger children and those without or with noncomplex chronic diseases as less likely to be high utilizers.
- Conversely, the EDR measure identified older children (≥2 years) and those without or with noncomplex chronic diseases as more likely to be high utilizers.
Conclusions:
- The chosen measure for emergency department (ED) utilization significantly impacts the identification of high-utilizing pediatric populations.
- ED reliance and visit count measures capture clinically and demographically distinct patient groups.
- Future research should carefully consider population medical complexity when selecting ED utilization metrics.
Objectives:
Emergency department (ED) utilization is often used as an indicator of poor chronic disease control and/or poor quality of care. We sought to determine if 2 ED utilization measures identify clinically or demographically different populations of children.
Study Design:
Retrospective cohort study utilizing IBM Health/Truven MarketScan Medicaid data.
Methods:
Children and adolescents were categorized based on the presence and complexity of chronic medical conditions using the 3M Clinical Risk Group system. Children and adolescents were categorized as high ED utilizers using 2 measures: (1) ED reliance (EDR) (number of ED visits / [number of ED visits + number of ambulatory visits]; EDR >0.33 = high utilizer) and (2) visit counts (≥3 ED visits = high utilizer). Logistic regression models identified patient factors associated with each of our outcome measures.
Results:
A total of 5,438,541 children and adolescents were included; 65% were without chronic disease (WO-CD), 32% had noncomplex chronic disease (NC-CD), and 3% had complex chronic disease (C-CD). EDR identified 18% as frequent utilizers compared with 7% by the visit count measure. In the visit count model, children younger than 2 years and those classified as WO-CD and NC-CD were less likely to be identified as high utilizers. Conversely, in the EDR model, children and adolescents 2 years and older and those classified as WO-CD and NC-CD were more likely to be classified as high utilizers.
Conclusions:
The ED utilization measures identify clinically and demographically different groups of patients. Future studies should consider the medical complexity of the population being studied before choosing the most appropriate measure to employ.
Related Concept Videos
Drug Dosing: Infants and Children
Statistical Methods for Analyzing Epidemiological Data
Pharmacokinetics in Pediatric Patients: Drug Excretion
Pharmacokinetics in Pediatric Patients: Drug Distribution
Methods of Documentation VII: EMR
Pharmacokinetics in Pediatric Patients: Drug Metabolism

