Physical artificial intelligence in nursing: Robotics
Nursing Outlook
Ryan J. Shaw, PhD, RN, FAAN, Boyuan Chen, PhD

Summary
Robotics, driven by advancements in physical artificial intelligence (AI), offers potential solutions–yet many challenges– to creating innovative care models to meet the needs of the future.
Purpose
To present an overview of robotics across various industries and explain how physical AI is aiding the development and integration of robots into skilled nursing. We discuss the opportunities and challenges of incorporating robots into nursing and offer recommendations for nurses on designing equitable, human-centered care models that include robotics.
Methods
This paper discusses robotics across industries, with a focus on healthcare and nursing. It examines technological capabilities, nursing education needs, and ethical, regulatory, and workforce implications.
Discussion
Robots are increasingly used for logistics, cleaning, and limited direct care tasks. Advancement in physical AI will enable robots to perceive, reason, and act in dynamic environments, supporting human-robot teaming and patient care. Challenges include technical limitations, ethical concerns, disparities in access, and regulatory gaps. Nursing education must evolve to prepare professionals for collaborative practice with robotic systems.
Conclusion
Robotics must be designed to augment care delivery, such as through virtual care models and remote operation. Nurses must lead in designing, implementing, and regulating robotic technologies to ensure they enhance patient outcomes and promote health equity.
Citation
Shaw, Ryan J., and Boyuan Chen. “Physical artificial intelligence in nursing: Robotics.” Nursing Outlook 73.5 (2025): 102495.
