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Developing a User-Centric System for Hospital-Onset Bacteremia Risk Assessment and Visualization: An Integrated

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Summary
This summary is machine-generated.

This study outlines requirements for a digital tool to assess hospital-onset bacteremia (HOB) risk. The user-centric application will aid clinicians in identifying at-risk patients for better patient outcomes.

Keywords:
bacteremiaclinical decision support systemsinfection controlrisk assessmentsoftware design

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Area of Science:

  • Medical Informatics
  • Clinical Decision Support Systems
  • Infectious Disease Epidemiology

Background:

  • Hospital-onset bacteremia (HOB) is a frequent healthcare-associated infection.
  • HOB significantly increases patient morbidity and mortality within hospitals.
  • Data-driven decision support tools can aid in HOB risk assessment.

Purpose of the Study:

  • To define clinician needs for a digital HOB risk assessment application.
  • To develop an interdisciplinary approach for requirement gathering.
  • To incorporate user feedback from the initial stages of development.

Main Methods:

  • Utilized interviews and questionnaires to gather non-functional and functional requirements.
  • Focused on requirements for data management, analysis (backend), and visualization (frontend).
  • Involved thirteen healthcare professionals from eight German university hospitals.

Main Results:

  • Identified key requirements for both backend and frontend components.
  • Requirements cover data collection, risk prediction, data input/export, and user interface design.
  • Requirements were classified into four distinct groups.

Conclusions:

  • Established a foundational set of requirements for a user-centric HOB risk assessment tool.
  • The identified requirements support the development of interactive visualizations.
  • This work paves the way for an effective digital decision-support system for HOB.