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Updated: Dec 8, 2025

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Improving knowledge translation for increased engagement and impact in healthcare
Kathy Eljiz1, David Greenfield2, Anne Hogden2
1Australian Institute of Health Service Management, University of Tasmania, Sydney, New South Wales, Australia Kathy.Eljiz@utas.edu.au.
Abstract:
Ineffective knowledge dissemination contributes to clinical practice and service improvements not being realised. Meaningful knowledge translation can occur through the understanding and matching of appropriate communication mediums that are relevant for different stakeholders or audiences. To this end, we present a dissemination instrument, the 'REAch and Diffusion of health iMprovement Evidence' (README) checklist, for the communication of research findings, integrating both traditional and newer communication mediums. Additionally, we propose a 'Strategic Translation and Engagement Planning' (STEP) tool, for use when deciding which mediums to select. The STEP tool challenges the need for communicating complex and simple information against the desire for passive or active stakeholder interaction. Used collaboratively by academics and health professionals, README and STEP can promote co-production of research, subsequent diffusion of knowledge, and develop the capacity and skills of all stakeholders.
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