Related Experiment Video
Updated: May 9, 2026

E-Patient Counseling Trial (E-PACO): Computer Based Education versus Nurse Counseling for Patients to Prepare for Colonoscopy
Published on: August 1, 2019
GenAI-Supported Virtual Patients in Health Care Education: Systematic Review
Juming Jiang1, Megan Zichen Ye1, Tyrone Tai-On Kwok1
1School of Nursing and Health Sciences, Jockey Club Institute of Healthcare, Hong Kong Metropolitan University, 11th Floor, 1 Sheung Shing Street, Homantin, Kowloon, Hong Kong, China (Hong Kong), 852 39702988.
Generative artificial intelligence (GenAI) virtual patients enhance healthcare education, showing improved clinical skills and decision-making. Further research is needed to address limitations in complexity, adaptability, and study design rigor for effective implementation.
Area of Science:
- Healthcare Education Technology
- Artificial Intelligence in Medicine
- Simulation-Based Learning
Background:
- Generative artificial intelligence (GenAI) is transforming healthcare education through dynamic virtual patient simulations.
- There is a need to synthesize evidence on GenAI's role in clinical skills training due to rapid advancements.
Conclusions:
- GenAI virtual patients are feasible and acceptable, with positive learner perceptions and promising skill development outcomes.
- Limitations include emotional-behavioral complexity, simulation adaptability, and research design rigor.
- Actionable insights for educators and policymakers are provided, highlighting the need for theoretical grounding and longitudinal studies.
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:
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.
Nursing Evaluation
Section...
Patient-centered Care
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is limited...
Integrated Healthcare System