Related Experiment Video
Updated: Jul 6, 2026

Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Prehospital Factors Associated with Low-Acuity Status Among Pediatric Emergency Medical Services Transports in a
Sriram Ramgopal1, Caleb E Ward2, Michelle L Macy1
1Division of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Stanley Manne Children's Research Institute, Chicago, Illinois.
Objective:
To characterize rates of low-acuity emergency medical services (EMS) transports in children and identify factors associated with this status within a regional EMS system.
Methods:
We performed a retrospective study of children (<18 years) transported by 242 EMS agencies to one of 17 hospitals between 2014-2023. Our outcome was a low-acuity status, defined as an ED discharge without advanced prehospital or ED interventions, medications beyond non-opioid analgesics or antipyretics, imaging or blood testing. We characterized rates of low-acuity encounters and used elastic-net penalized logistic regression to identify factors associated with this outcome.
Results:
Of 68,489 transports, we identified 5,229 encounters meeting low-acuity status (7.6%). These encounters were more common in younger children (median age 3.5 years) and were most often related to non-major trauma (28.7%), fever/general illness (20.6%), and seizure (19.8%), with most presenting to pediatric hospitals (79.7%). In multivariable modeling, low-acuity status was less likely in older ages (relative to 1 year of age) and among encounters for children with abnormal vitals or mental status. These events were more likely in encounters for children with seizure, fever/general illness, and neurologic presentations. The model showed moderate discrimination (area under the receiver operating characteristic curve 0.74, 95% confidence interval [CI] 0.734-0.748; specificity 70.9% [95% CI 70.6%-71.3%] and negative predictive value 95.9% [95% CI 95.7%-96.0%]).
Conclusions:
Approximately 8% of pediatric EMS transports met our criteria for low-acuity illness. These findings highlight the need for prospective study and system-level strategies to safely identify and manage low-acuity pediatric EMS encounters.
Related Concept Videos
Acute Respiratory Failure-II
The underlying physiological abnormalities that contribute to hypoxemic respiratory failure include:
Acute Respiratory Failure-IV
Pharmacokinetics in Pediatric Patients: Drug Distribution
Pharmacokinetics in Pediatric Patients: Overview and Drug Absorption
Acute Respiratory Failure-I
Definition: It is defined by specific criteria based on blood gas measurements. Hypoxemia happens when the partial pressure of oxygen (PaO2) falls below 60 mmHg. At the same time,...
Acute Respiratory Failure-III