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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
Promoting evidence-based practice and translational research
Jane H Barnsteiner1, Vanetta Cheeks Reeder, Wendy H Palma
1University of Pennsylvania School of Nursing, Philadelphia, PA 19104, USA. barnstnr@nursing.upenn.edu
Implementing evidence-based practice (EBP) in nursing requires staff expertise, dedicated time, resources, and expert support. This study outlines systems and initiatives for integrating research into patient care delivery.
Area of Science:
- Nursing Science
- Healthcare Management
- Translational Research
Background:
- Evidence-based practice (EBP) is crucial for nursing excellence.
- Integrating nursing research into practice is essential for high-quality patient care.
- The Hospital of the University of Pennsylvania's professional practice model emphasizes excellence.
Purpose of the Study:
- To describe the systems and structures supporting EBP at the Hospital of the University of Pennsylvania.
- To outline initiatives for translating research into nursing practice.
- To detail strategies for disseminating evidence to the point of care.
Main Methods:
- The article describes existing systems and structures.
- It highlights initiatives for staff development in EBP and research.
- Expert consultants in EBP and translational research are mentioned as resources.
Main Results:
- Systems and structures are in place to support EBP.
- Initiatives facilitate the translation of research into practice.
- Evidence dissemination to the point of care is actively pursued.
Conclusions:
- Successful EBP integration requires a supportive culture, staff expertise, resource allocation, and expert guidance.
- The described systems and initiatives aim to advance nursing practice through research utilization.
- Continuous efforts are needed to embed EBP into daily nursing care delivery.
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