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Updated: Jan 31, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
From knowledge translation theory to practice: developing an evidence to care hub in a pediatric rehabilitation
Shauna Kingsnorth1,2,3, Taryn Orava1, Kathryn Parker1,4
1Teaching & Learning Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Canada.
Abstract:
Purpose: Ensuring evidence-informed care happens systematically and consistently is not easy in complex health facilities. This paper describes the evolution of knowledge translation infrastructure (Evidence to Care) within a pediatric rehabilitation hospital to address barriers to evidence-informed decision-making and accelerate research uptake to influence clinical care.Methods: Development of Evidence to Care involved a series of steps integrating knowledge translation principles, best evidence and stakeholder needs. Key aspects included: recognizing health system drivers and organizational enablers; establishing organizational structures and processes; building and operationalizing a strategic vision through activities and demonstration projects; and evaluating impact.Results: By way of a fully realized working model, two large-scale demonstration projects aligned with the Knowledge-to-Action Cycle have been completed. Audit findings demonstrate tangible examples of improving healthcare quality through investment in knowledge translation resources, processes and tailored evidence products. Critical enablers of this infrastructure include strong leadership commitment and ongoing direction, a dedicated expert team, alignment with strategic priorities and situated within organizational structures to link research, clinical care and education.Conclusions: With a replicable model, Evidence to Care addresses established health system barriers related to time, resources, skill and knowledge through dedicated knowledge translation specialists and knowledge brokers to facilitate knowledge translation practice.Implications for rehabilitationDeveloping dedicated knowledge translation infrastructure is both novel and relatively new in healthcare.Sharing step by step processes helps other organizations learn from field-tested experiences of what works and what doesn't in a particular setting.Involving stakeholders at all levels of an organization is key to valuing knowledge translation and fostering an evidence-friendly culture.Co-creating tailored knowledge products and planning for dissemination and uptake fosters inter-disciplinary collaboration and joint problem-solving among clients, families and providers.
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