Improving Inferences Regarding Patient Events Using Emergency Medical Services Response-Based Data

Christopher N. Morrison; Brady Bushover; Remle P. Crowe; Carrie W. Mills; Alexander X. Lo; Andrew Rundle

doi:10.1016/j.annemergmed.2026.02.018

April 1, 2026Annals of Emergency MedicineOpen Access

Improving Inferences Regarding Patient Events Using Emergency Medical Services Response-Based Data

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Key Points

The research aims to explore how EMS response data can help identify patient events more accurately by screening for duplicates.
Analyzed data from the National Emergency Medical Services Information System.
Developed a screening process for identifying duplicate EMS responses.
Utilized statistical methods to improve inferences about patient events.
Identified potential duplicate responses within the dataset.
Improved accuracy of patient event inferences through data screening techniques.

Implication

Analysis reveals improved inferences on patient events through EMS data screening, suggesting enhanced accuracy in emergency responses.

Abstract

Data available in the National Emergency Medical Services Information System public release data set may potentially be used to screen for duplicate EMS responses improving inferences about patient-level events.

Discussion

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Cite This Study

Morrison et al. (2026) studied this question.

synapsesocial.com/papers/69cf5d1f5a333a821460ab34 https://doi.org/10.1016/j.annemergmed.2026.02.018

View Full Paper

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Improving Inferences Regarding Patient Events Using Emergency Medical Services Response-Based Data

Key Points

Implication

Abstract

Discussion

Cite This Study

Improving Inferences Regarding Patient Events Using Emergency Medical Services Response-Based Data

Key Points

Implication

Abstract

Discussion

Cite This Study

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