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Ambient Listening in Clinical Practice: Evaluating EPIC Signal Data Before and After Implementation and Its Impact on Physician Workload

Ambient Listening in Clinical Practice: Evaluating EPIC Signal Data Before and After Implementation and Its Impact on Physician Workload

来源:Arxiv_logoArxiv
英文摘要

The widespread adoption of EHRs following the HITECH Act has increased the clinician documentation burden, contributing to burnout. Emerging technologies, such as ambient listening tools powered by generative AI, offer real-time, scribe-like documentation capabilities to reduce physician workload. This study evaluates the impact of ambient listening tools implemented at UCI Health by analyzing EPIC Signal data to assess changes in note length and time spent on notes. Results show significant reductions in note-taking time and an increase in note length, particularly during the first-month post-implementation. Findings highlight the potential of AI-powered documentation tools to improve clinical efficiency. Future research should explore adoption barriers, long-term trends, and user experiences to enhance the scalability and sustainability of ambient listening technology in clinical practice.

Yawen Guo、Di Hu、Jiayuan Wang、Kai Zheng、Danielle Perret、Deepti Pandita、Steven Tam

医学现状、医学发展临床医学

Yawen Guo,Di Hu,Jiayuan Wang,Kai Zheng,Danielle Perret,Deepti Pandita,Steven Tam.Ambient Listening in Clinical Practice: Evaluating EPIC Signal Data Before and After Implementation and Its Impact on Physician Workload[EB/OL].(2025-04-01)[2025-05-16].https://arxiv.org/abs/2504.13879.点此复制

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