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