Related Experiment Video
Updated: Sep 29, 2025

Design to Implementation Study for Development and Patient Validation of Paper-Based Toehold Switch Diagnostics
Published on: June 17, 2022
Human Factors Considerations in Transitions in Care Clinical Decision Support System Implementation Studies
Erin E Kennedy1, Kathryn H Bowles1
1University of Pennsylvania School of Nursing, NewCourtland Center for Transitions and Health Philadelphia, PA.
Implementing clinical decision support systems (CDSS) for care transitions shows mixed results, with many studies reporting alert fatigue and limited clinical practice improvements. Future research should focus on implementation science frameworks.
Area of Science:
- Health Informatics
- Clinical Decision Support
- Implementation Science
Background:
- Transitions in care are critical periods for patient safety.
- Clinical decision support systems (CDSS) are increasingly used to aid these transitions.
- However, understanding their implementation and impact remains a challenge.
Purpose of the Study:
- To review studies on CDSS implementation for care transitions.
- To describe human factors, design, and outcomes of these systems.
- To identify gaps in current research and suggest future directions.
Main Methods:
- A literature review was conducted in PubMed.
- Subject matter experts guided the search strategy.
- Twelve relevant articles were included in the analysis.
Main Results:
- Studies targeted physicians, nurses, pharmacists, or teams.
- CDSS were deployed via EHR, email, or cloud software.
- Outcomes were mixed, with frequent alert fatigue and few statistically significant improvements.
Conclusions:
- Evidence for CDSS improving clinical practice during care transitions is mixed.
- Few studies detail implementation processes or outcomes.
- Future research should adopt implementation science frameworks and include diverse outcomes.
Related Concept Videos
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
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:
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Nursing Implementation
The five steps to implementing effective nursing care include reassessing the patient, reviewing and revising the existing nursing care plan, organizing the resources and care delivery, anticipating and preventing complications, and implementing nursing interventions.

