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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
[Translating Evidence Into Practice in the Field of Nursing]
1PhD, RN, Professor, Institute of Clinical Nursing, National Yang-Ming University; Director, Taiwan Joanna Briggs Institute Collaborating Excellent Center; and Joint Appointment Professor, School of Nursing, National Defense Medical College, Taiwan, ROC. peifan@ym.edu.tw.
Abstract:
Evidence-based healthcare, the organized translation of knowledge into practice, and the implementation of evidence in practice have become vital in nursing care and health policy. Evidence translation is an essential concept that relates to the knowledge development and core competence of advanced practice nurses (APNs). The present article introduces the development and definitions of nursing evidence translation. The evidence-based nursing perspectives of Techne and Phronesis are used to illustrate the characteristics and nature of knowledge translation. The evidence translation models are introduced and the barriers that are often encountered during the three stages of evidence translation are explained. The final section discusses the future development of evidence translation.
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