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Empirically Derived Age-Based Vital Signs for Children in the Out-of-Hospital Setting
Sriram Ramgopal1, Robert J Sepanski2, Christian Martin-Gill3
1Division of Emergency Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL.
Insights
Empirically derived vital signs in children better predict out-of-hospital interventions than Pediatric Advanced Life Support (PALS) criteria. New cut-points may improve pediatric emergency care assessment.
Area of Science:
- Pediatric Emergency Medicine
- Out-of-Hospital Care
- Clinical Assessment Tools
Background:
- Pediatric Advanced Life Support (PALS) provides vital sign criteria for assessing children.
- The effectiveness of PALS criteria in predicting the need for out-of-hospital interventions requires further evaluation.
- Empirically derived vital sign cut-points may offer a more accurate assessment in pre-hospital settings.
Purpose of the Study:
- To compare Pediatric Advanced Life Support (PALS) vital signs criteria against empirically derived cut-points.
- To determine the predictive value of these criteria for out-of-hospital interventions in pediatric patients.
- To assess the accuracy of vital sign assessment tools in emergency medical services.
Main Methods:
- A cross-sectional study utilizing National Emergency Medical Services Information System data (2019-2020).
- Development of age-based centile curves for heart rate, respiratory rate, and systolic blood pressure using generalized additive models.
- Comparison of abnormal vital sign proportions and association with medical interventions between empirically derived and PALS criteria.
Main Results:
- Over 3.7 million pediatric encounters were analyzed.
- Empirically derived criteria identified abnormal vital signs in 45.9% of encounters, compared to 75.6% with PALS criteria.
- Encounters with abnormal empirically derived vital signs showed a higher proportion of medical interventions.
Conclusions:
- PALS criteria may overestimate the proportion of children with abnormal vital signs.
- Empirically derived vital sign cut-points demonstrate greater accuracy in predicting out-of-hospital medical interventions.
- These novel cut-points hold potential as a valuable assessment tool for out-of-hospital pediatric care.
Study Objective:
To compare Pediatric Advanced Life Support (PALS) vital signs criteria to empirically derived vital signs cut-points for predicting out-of-hospital interventions in children.
Methods:
We performed a cross-sectional study of pediatric encounters (<18 years) using the 2019 to 2020 datasets of the National Emergency Medical Services Information System, which we randomly divided into equal size derivation and validation samples. We developed age-based centile curves for initial heart rate, respiratory rate, and systolic blood pressure using generalized additive models for location, scale, and shape, which we evaluated in the validation sample. In addition, we compared the proportion of encounters with at least 1 abnormal vital sign when using empirically derived and PALS criteria and calculated their associations with the delivery of out-of-hospital medical interventions (eg, vascular access, medication delivery, or airway maneuvers).
Results:
We included 3,704,398 encounters. Among encounters with all 3 vital signs recorded (n=2,595,217), 45.9% had at least 1 abnormal vital sign using empirically derived criteria and 75.6% with PALS derived criteria. A higher proportion of encounters with a heart rate, respiratory rate, or systolic blood pressure less than 10th or more than 90th age-based empirically derived percentile had medical interventions than those with abnormal vital signs using PALS criteria.
Conclusion:
PALS criteria classified a high proportion of children as having abnormal vital signs. Empirically derived vital signs developed from out-of-hospital encounters more accurately predict the delivery of the out-of-hospital medical interventions. If externally validated and correlated to inhospital outcomes, these cut-points may provide a useful assessment tool for children in the out-of-hospital setting.
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