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EmergInsight: a real-time dashboard for optimizing emergency care through data visualization and analytics.

Francesco Branda1, Vincenzo Andretta2, Mohamed Mustaf Ahmed3

  • 1Unit of Medical Statistics and Molecular Epidemiology, Campus Bio-Medico University of Rome, Rome, 00128, Italy.

JAMIA Open
|January 26, 2026
PubMed
Summary

EmergInsight, a real-time dashboard, optimizes emergency department (ED) operations by visualizing data. It aids in better resource allocation and data-driven decision-making for improved patient care.

Keywords:
decision support systemsemergency departmenthealth informaticshealthcare dashboardreal-time analytics

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Area of Science:

  • Health Informatics
  • Healthcare Management
  • Data Visualization

Background:

  • Fragmented healthcare data and increased emergency department (ED) demand in Italy necessitate improved operational efficiency and decision-making.
  • Current systems struggle to provide real-time insights for effective ED management.

Purpose of the Study:

  • To introduce EmergInsight, an interactive real-time dashboard prototype.
  • To optimize ED operations through visualization and analysis of clinical and operational data.

Main Methods:

  • The EmergInsight dashboard was tested using data from "San Giovanni di Dio e Ruggi d'Aragona" University Hospital (2022-2023).
  • It integrates performance indicators, geospatial maps, trend analysis, and predictive tools across four modules: operational efficiency, acuity management, resource utilization, and demand forecasting.

Main Results:

  • Analysis revealed seasonal access patterns, high "green code" prevalence, early patient dropouts, and significant use of Intensive Short Observation (OBI) for elderly patients.
  • Geospatial mapping identified high-demand areas, and the predictive module offered reliable patient access forecasts.

Conclusions:

  • EmergInsight enables proactive emergency department management.
  • It improves resource allocation and supports data-driven decision-making for enhanced healthcare delivery.