Analyzing Physician In Basket Burden and Efficiency Using K-Means Clustering.
Electronic health record (EHR) systems are essential for modern healthcare but contribute to a significant documentation burden, affecting physician workflow and well-being. While previous studies have identified differences in EHR usage across demographics, systematic methods for identifying high-burden physician groups remain limited. This study applies cluster analysis to uncover distinct EHR usage profiles and provide a framework to inform the development of targeted interventions.This study investigated two research questions: (1) [...]
Author(s): Lattanze, Vincent, Lan, Xinyue, Vander Leest, Drew, Sim, Jasper, Fazzari, Melissa, Xie, Xianhong, Jariwala, Sunit P
DOI: 10.1055/a-2562-1100