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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Multi-dimensional knowledge translation: enabling health informatics capacity audits using patient journey models
Christina Catley1, Carolyn McGregor, Jennifer Percival
1Faculty of Health Sciences and Faculty of Business and IT at the University of Ontario Institute of Technology, Oshawa, Canada. ccatley@ieee.org
This study introduces a novel approach to knowledge translation, converting health informatics survey data into detailed patient journey models and capacity audits for Neonatal Intensive Care Units. This method enhances understanding of health IT integration and impact.
Area of Science:
- Health Informatics
- Knowledge Translation
- Data Modeling
Background:
- Information Technology (IT) adoption in Neonatal Intensive Care Units (NICUs) presents complex data challenges.
- Existing methods for evaluating IT uptake lack a structured approach to translate raw data into actionable insights.
Purpose of the Study:
- To present a multi-dimensional knowledge translation framework.
- To convert survey data on IT uptake in NICUs into health informatics capacity audits.
- To develop a structured data modeling approach for patient journey analysis.
Main Methods:
- Utilized a structured data modeling approach to translate multi-dimensional survey data.
- Developed patient journey models based on a pre-defined Patient Journey Model architecture (PaJMa).
- Analyzed PaJMa models to construct comprehensive health informatics capacity audits.
Main Results:
- Successfully translated IT uptake survey data into patient journey models.
- Generated capacity audits providing detailed insights into IT integration (when, how, why).
- Demonstrated the capability to assess IT support for patient information flow and impact on patient journeys.
Conclusions:
- The proposed approach enables sophisticated health informatics capacity audits.
- This framework enhances the understanding of IT's role and integration within patient care pathways.
- The methodology provides a robust tool for evaluating health IT effectiveness in NICUs.
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