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Updated: Jul 11, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Integrating evidence into clinical information systems for nursing decision support
Suzanne Bakken1, Leanne M Currie, Nam-Ju Lee
1Columbia University, School of Nursing, 630 W. 168th Street, Mailbox 6, New York, NY 10032, USA. suzanne.bakken@dbmi.columbia.edu
Integrating evidence into clinical information systems (CISs) provides decision support for evidence-based nursing practice. This approach enhances clinical workflow and facilitates the application of evidence in patient care.
Area of Science:
- Informatics
- Nursing Practice
- Clinical Decision Support
Background:
- Evidence-based practice is crucial for quality nursing care.
- Integrating evidence into clinical workflows remains a challenge.
- Clinical information systems (CISs) offer a platform for delivering decision support.
Purpose of the Study:
- To demonstrate methods for integrating evidence into CISs for nursing decision support.
- To share experiences from Columbia University Medical Center.
Main Methods:
- Organized examples by decision support functions: information management, focusing attention, patient-specific consultation.
- Discussed three integrated tools: infobuttons, automated Fall-Injury Risk Assessment, and personal digital assistant-based screening/documentation tools.
- Described the informatics infrastructure for tool implementation.
Main Results:
- Infobuttons provide context-specific access to evidence.
- Automated Fall-Injury Risk Assessment aids in patient safety.
- Personal digital assistant tools support screening and management of conditions like obesity, depression, and tobacco cessation.
Conclusions:
- Successful integration of evidence into nursing practice requires seamless incorporation into clinical workflow.
- Informatics methods can effectively embed evidence into CISs to support evidence-based practice.
- The presented approaches align with nursing workflow, promoting evidence application.
Related Concept Videos
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Patient-centered Care
Critical Thinking II
Current Trends in Nursing II
Critical Thinking I
Nursing Interventions II: Selecting and Classifying the Nursing Interventions