Predicting Workplace Violence in the Emergency Department Based on Electronic Health Record Data.

Introduction: Emergency departments are extremely vulnerable to workplace violence, and emergency nurses are frequently exposed to workplace violence. We developed workplace violence prediction models using machine learning methods based on data from electronic health records.

Methods: This study was conducted using electronic health record data collected between January 1, 2016 and December 31, 2021.