Support and Verification of Workload Management in Nursing Operations Using AI

Abstract

Workload management of nurses is important for providing safe and high-quality medical care. In our previous study, the authors proposed a model to estimate nurses' workloads in real-time based on information in a hospital ward. In this study, we analyzed the effect on the workload management of the nursing team when the estimated future workload is presented in the ward using this model, using data obtained from an experiment in a simulated ICU environment.