A Scalable and Extensible Logical Data Model of Electronic Health Record Audit Logs for Temporal Data Mining (RNteract): Model Conceptualization and Formulation.

Victoria L Tiase Katherine A Sward Julio C Facelli

Published in: JMIR nursing (2024)

The RNteract logical data model appears capable of supporting a variety of AI-based systems and should be generalizable to any type of EHR system or health care setting. Quantitatively identifying and analyzing temporal patterns of nurse-EHR interactions is foundational for developing interventions that support the nursing documentation workload and address nurse burnout.

Keyphrases

electronic health record
clinical decision support
healthcare
adverse drug
primary care
physical activity
mental health
big data
data analysis