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Towards Understanding the Usage Pattern of Web-based Electronic Medical Record Systems
Xiaowei Li1, Yuan Xue1, Bradley Malin2
1Department of Electrical Engineering & Computer Science, Vanderbilt University, Nashville, USA.
Understanding electronic medical record (EMR) usage patterns reveals stable workloads and consistent user behavior, crucial for enhancing security and performance. This analysis aids in developing better EMR systems for healthcare.
Area of Science:
- Health Informatics
- Computer Science
Background:
- Electronic Medical Record (EMR) systems are vital in healthcare, but widespread adoption is hindered by challenges in secure data access and patient privacy.
- Understanding EMR usage patterns is essential for overcoming these adoption barriers.
Purpose of the Study:
- To conduct an in-depth trace analysis of a large-scale EMR system to understand user-initiated session patterns.
- To identify key characteristics of EMR system usage relevant to security and performance optimization.
Main Methods:
- Analysis of user-initiated sessions from a decade-long EMR system at Vanderbilt Medical Center.
- Examination of workload stability, user behavior consistency, and access patterns between users and medical records.
Main Results:
- EMR system workload exhibits high stability with a consistent weekly pattern.
- Individual user behavior within the EMR system is consistent over time, with slow migration across sessions.
- Access to medical records is sparse, reflecting real-world patient-caregiver relationship limitations.
Conclusions:
- The observed usage patterns provide valuable insights for developing EMR-specific security measures, including anomaly detection systems.
- These findings can guide system performance optimization efforts for large-scale EMR implementations.
- Understanding user behavior is key to improving secure and efficient EMR system design.
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