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Harnessing Artificial Intelligence to Support Evidence-based Practice: A Clinical Nurse Specialist Case Application
Clinical Nurse Specialist CNS
|August 5, 2026
Summary
Generative artificial intelligence (GenAI) offers principles to enhance clinical nurse specialist workflows. Expert oversight is crucial for optimizing GenAI tools to improve patient care and healthcare systems.
Area of Science:
- Nursing
- Artificial Intelligence
- Healthcare Informatics
Background:
- Generative artificial intelligence (GenAI) is an emerging technology impacting healthcare.
- GenAI influences nursing practice, education, communication, and workflow.
Purpose of the Study:
- To introduce principles for utilizing GenAI to improve clinical nurse specialist (CNS) workflows.
- To guide CNSs in leveraging GenAI for enhanced professional activities.
Main Methods:
- Discusses the rapid advancement and application of GenAI in nursing.
- Explains the importance of prompt engineering for optimizing GenAI outputs.
- Presents a hypothetical clinical error scenario to illustrate GenAI applications.
Main Results:
- Demonstrates GenAI's utility in literature searches.
- Shows GenAI's capability in generating Situation, Background, Assessment, and Recommendation (SBAR) documents.
- Highlights the creation of a competency tool using GenAI.
Conclusions:
- GenAI serves as a valuable tool for CNSs across all practice settings.
- Emphasizes the necessity of human oversight by CNSs when using AI.
- Suggests that effective GenAI integration can strengthen healthcare systems and optimize patient outcomes.
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