Related Experiment Video
Updated: Jan 6, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Do billing codes accurately reflect pediatric emergency physician workload? A cross-sectional study.
Erica Qureshi1,2, Kenneth McKinley3, Justin Park4,5
1Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada. erica.mcdonald@bcchr.ca.
Billing codes do not reliably measure physician workload in pediatric emergency departments. Further research is needed to develop a specific, valid workload measure for pediatric emergency physicians.
Area of Science:
- Emergency Medicine
- Health Services Research
Background:
- Accurate measurement of physician workload in pediatric emergency departments (EDs) is crucial for optimizing staffing and improving patient flow.
- Currently, no universally accepted metric exists to quantify pediatric ED physician workload.
- Billing codes, reflecting treatment complexity, are explored as potential workload surrogates.
Purpose of the Study:
- To evaluate the validity of billing codes as a surrogate measure for physician workload in the pediatric emergency department.
- To determine if billing codes correlate with objective measures of physician work and visit complexity.
Main Methods:
- A retrospective health records review of 150 pediatric ED visits was conducted.
- Multivariable ordinal logistic regression models assessed associations between physician-assigned billing codes and measures of physician work.
- Sensitivity analysis included billing auditor-assigned codes.
Main Results:
- Physician-assigned billing codes showed associations with ordering labs, medications, and specialist consultations.
- No significant associations were found between billing codes and physician work measures after adjusting for visit complexity, age, and sex.
- Visit acuity (PaedsCTAS 1-3) was significantly associated with increased billing codes.
Conclusions:
- Limited evidence supports the content validity of billing codes as a surrogate for pediatric ED physician workload.
- The findings underscore the need for developing a dedicated, valid, and reliable workload measure for pediatric emergency physicians.
- Optimizing staffing and improving ED efficiency necessitates accurate workload assessment.
More Related Videos
11:27A Modified Sonographic Algorithm for Image Acquisition in Life-Threatening Emergencies in the Critically Ill Newborn
Published on: April 7, 2023
06:16Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Related Concept Videos
Methods of Documentation VII: EMR
Methods of Documentation V: CBE
In CBE, healthcare professionals establish predefined standards of practice that define what constitutes...
Drug Dosing: Infants and Children