Journal of emergency nursing : JEN : official publication of the Emergency Department Nurses Association
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Patient/visitor violence and aggression (V&A) in the emergency department occurs daily. Few interventions exist to decrease V&A. Research describing prevalence, severity, and perceived safety among ED clinicians is limited. ⋯ V&A are common creating a fearful environment. However, little research regarding clinician perceptions exists. Our study aids in identifying areas for clinician-targeted strategies to prevent ED V&A.
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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. ⋯ This study showed that workplace violence could be predicted with previous data regarding ED visits and stays documented in electronic health records. Timely prediction and mitigation of workplace violence could improve the safety of emergency nurses and the quality of nursing care. To prevent workplace violence, emergency nurses must recognize and continuously observe the risk factors for workplace violence from admission to discharge.