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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.
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.
Abstract:
Background Rates of COVID-19 hospitalization are an important measure of the health system burden of severe COVID-19 disease and have been closely followed throughout the pandemic. The highly transmittable, but often less severe, Omicron COVID-19 variant has led to an increase in hospitalizations with incidental COVID-19 diagnoses where COVID-19 is not the primary reason for admission. There is a strong public health need for a measure that is implementable at low cost with standard electronic health record (EHR) datasets that can separate these incidental hospitalizations from non-incidental hospitalizations where COVID-19 is the primary cause or an important contributor. Two crude metrics are in common use. The first uses in-hospital administration of dexamethasone as a marker of non-incidental COVID-19 hospitalizations. The second, used by the United States (US) CDC, relies on a limited set of COVID-19-related diagnoses (i.e., respiratory failure, pneumonia). Both measures likely undercount non-incidental COVID-19 hospitalizations. We therefore developed an improved EHR-based measure that is better able to capture the full range of COVID-19 hospitalizations. Methods We conducted a retrospective study of ED visit data from a national emergency medicine group from April 2020 to August 2023. We assessed the CDC approach, the dexamethasone-based measure, and alternative approaches that rely on co-diagnoses likely to be related to COVID-19, to determine the proportion of non-incidental COVID-19 hospitalizations. Results Of the 153,325 patients diagnosed with COVID-19 at 112 general EDs in 17 US states, and admitted or transferred, our preferred measure classified 108,243 (70.6%) as non-incidental, compared to 71,066 (46.3%) using the dexamethasone measure and 77,399 (50.5%) using the CDC measure. Conclusions Identifying non-incidental COVID-19 hospitalizations using ED administration of dexamethasone or the CDC measure provides substantially lower estimates than our preferred measure.
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