Defining Incidental Versus Non-incidental COVID-19 Hospitalizations

Dhimitri A Nikolla1,2,3, Jonathan J Oskvarek4,3, Mark S Zocchi5,3

  • 1Department of Internal Medicine / Emergency Medicine, Lake Erie College of Osteopathic Medicine, Erie, USA.

Cureus
|April 22, 2024
PubMed

Insights

A new electronic health record measure accurately identifies non-incidental COVID-19 hospitalizations. This method is more effective than current approaches using dexamethasone or CDC criteria for understanding severe COVID-19 burden.

Area of Science:

  • Public Health
  • Epidemiology
  • Health Informatics

Background:

  • COVID-19 hospitalizations are key indicators of severe disease burden.
  • The Omicron variant increased hospitalizations with incidental COVID-19 diagnoses.
  • A low-cost, electronic health record (EHR)-based measure is needed to distinguish incidental from non-incidental COVID-19 hospitalizations.

Purpose of the Study:

  • To develop and validate an improved EHR-based measure for identifying non-incidental COVID-19 hospitalizations.
  • To compare the performance of the new measure against existing methods.

Main Methods:

  • Retrospective study of emergency department (ED) visit data (April 2020–August 2023).
  • Assessed the US Centers for Disease Control and Prevention (CDC) diagnostic criteria and dexamethasone administration.
  • Developed and evaluated alternative EHR-based co-diagnosis approaches.

Main Results:

  • The preferred EHR measure identified 70.6% of hospitalizations as non-incidental.
  • The dexamethasone and CDC measures identified only 46.3% and 50.5%, respectively.
  • The new measure captured a substantially higher proportion of non-incidental COVID-19 hospitalizations.

Conclusions:

  • Existing methods (dexamethasone, CDC criteria) likely underestimate the true burden of non-incidental COVID-19 hospitalizations.
  • The developed EHR-based measure offers a more accurate and comprehensive approach.
  • This improved metric is crucial for public health surveillance and resource allocation.

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