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Background: Differentiating between appropriate and inappropriate resource use represents a critical challenge in health services research. The New York University Emergency Department (NYU ED) visit severity algorithm attempts to classify visits to the ED based on diagnosis, but it has not been formally validated. Objective: To assess the validity of the NYU algorithm. Research Design: A longitudinal study in a single integrated delivery system from January 1999 to December 2001. Subjects: A total of 2,257,445 commercial and 261,091 Medicare members of an integrated delivery system. Measures: ED visits were classified as emergent, nonemergent, or intermediate severity, using the NYU ED algorithm. We examined the relationship between visit-severity and the probability of future hospitalizations and death using a logistic model with a general estimating equation approach. Results: Among commercially insured subjects, ED visits categorized as emergent were significantly more likely to result in a hospitalization within 1-day (odds ratio = 3.37, 95% CI: 3.31–3.44) or death within 30-days (odds ratio = 2.81, 95% CI: 2.62–3.00) than visits categorized as nonemergent. We found similar results in Medicare patients and in sensitivity analyses using different probability thresholds. ED overuse for nonemergent conditions was not related to socio-economic status or insurance type. Conclusions: The evidence presented supports the validity of the NYU ED visit severity algorithm for differentiating ED visits based on need for hospitalization and/or mortality risk; therefore, it can contribute to evidence-based policies aimed at reducing the use of the ED for nonemergencies.


Ballard, Dustin W., John Hsu, Maggie Price, Vicki Fung, Richard Brand, Mary E. Reed, Bruce Fireman, Joseph P. Newhouse, and Joseph V. Selby. "Validation of an Algorithm for Categorizing the Severity of Hospital Emergency Department Visits." Medical Care 48.1 (January 2010): 58-63.