Use of real-time information to predict future arrivals in the emergency department
Study objective We aimed to build prediction models for shift-level emergency department
(ED) patient volume that could be used to facilitate prediction-driven staffing. We sought to
evaluate the predictive power of rich real-time information and understand 1) which real-time
information had predictive power and 2) what prediction techniques were appropriate for
forecasting ED demand. Methods We conducted a retrospective study in an ED site in a
large academic hospital in New York City. We examined various prediction techniques …
(ED) patient volume that could be used to facilitate prediction-driven staffing. We sought to
evaluate the predictive power of rich real-time information and understand 1) which real-time
information had predictive power and 2) what prediction techniques were appropriate for
forecasting ED demand. Methods We conducted a retrospective study in an ED site in a
large academic hospital in New York City. We examined various prediction techniques …
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