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Updated: Jan 8, 2026
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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
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Integrated knowledge translation: A guide for primary care researchers
Robert Mash1, Gulnaz Mohamoud, Mohamoud Merali
1Division of Family Medicine and Primary Care, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town. rm@sun.ac.za.
African Journal of Primary Health Care & Family Medicine
|December 17, 2025
Summary
Integrated knowledge translation (IKT) is a collaborative research approach. IKT ensures research findings are relevant, timely, and applicable for policy and practice by involving stakeholders throughout the process.
Area of Science:
- Health Services Research
- Knowledge Translation
- Implementation Science
Background:
- Scientific validity alone is insufficient for societal impact.
- Traditional dissemination (conferences, publications) limits reach to non-academic stakeholders.
- Knowledge translation strategies are crucial for maximizing research impact.
Purpose of the Study:
- To outline the key steps and considerations for Integrated Knowledge Translation (IKT).
- To promote a collaborative research model involving diverse stakeholders.
- To enhance the relevance, timeliness, and application of research findings.
Main Methods:
- Stakeholder analysis to identify relevant parties.
- Development of a tailored engagement strategy for each stakeholder.
- Evaluation of the IKT process and outcomes.
Main Results:
- IKT facilitates co-production of research with stakeholders.
- Engagement strategies must consider purpose, message, medium, messenger, timing, and resources.
- This model enhances the practical application of research in policy and practice.
Conclusions:
- Integrated Knowledge Translation (IKT) is essential for bridging research and practice.
- A systematic approach to stakeholder engagement is key to successful IKT.
- IKT maximizes the societal impact of scientific research through collaborative efforts.
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