Enhancing Situation Awareness in Digital Healthcare: A Visual Analytics Framework for Integrated Network and Data Security Governance

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Authors: S Q G Wang, Ye Xue, Dan Wang, Rende Li
Cited by: 1
References: 36

Abstract

Healthcare organizations face escalating cybersecurity risks across fragmented network infrastructure and sensitive patient data, yet traditional security tools present vulnerabilities and data protections in isolated interfaces, imposing cognitive overload on security personnel. This study investigates whether visual analytics can reduce cognitive load and improve risk prioritization by unifying network attack surfaces with data asset criticality. We developed an integrated platform combining force-directed topology graphs with quantitative risk matrices, supporting semantic zooming from enterprise dashboards to device-level forensics and linked highlighting of data exposure pathways. A controlled experiment with 20 hospital security staff compared the platform against conventional multi-tool workflows. Results showed a 34% reduction in threat identification time (p

Fields of Study & Subjects

Data Visualization and Analytics Information and Cyber Security Electronic Health Records Systems

Publication details

Journal / source
International Journal of Human-Computer Interaction
Publisher
Informa UK Limited
Pages
1–24
Publication date
20 May 2026
Language
EN