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Nurses' and Nursing Students' Experiences With Generative Artificial Intelligence in Educational and Clinical
Ming Wei Jeffrey Woo1,2, Adrian Heng Tsai Tan2
1Curtin School of Nursing, Curtin University, Perth, Western Australia, Australia.
Nursing & Health Sciences
|August 4, 2026
Summary
Nurses report positive experiences with Generative Artificial Intelligence (GenAI), while nursing students show mixed but generally positive views. Beliefs and experiences influence GenAI adoption in nursing.
Area of Science:
- Nursing
- Artificial Intelligence
- Healthcare Technology
Background:
- Generative Artificial Intelligence (GenAI) is increasingly relevant in healthcare.
- Understanding user experiences is crucial for technology adoption.
- Nurses and nursing students are key stakeholders in healthcare innovation.
Purpose of the Study:
- To review the literature on nurses' and nursing students' experiences with GenAI.
- To identify factors influencing the adoption and use of GenAI in nursing.
- To explore the role of GenAI in nursing practice and education.
Main Methods:
- A scoping review following the Arksey and O'Malley framework.
- Searched five databases for studies published between January 2020 and July 2025.
- Included 20 papers after systematic screening.
Main Results:
- Nurses' experiences with GenAI were predominantly positive.
- Nursing students' perceptions of GenAI were mixed but mostly positive.
- Attitudinal, normative, and control beliefs significantly impact GenAI use intentions.
Conclusions:
- GenAI adoption in nursing is influenced by user beliefs and experiences.
- The Theory of Planned Behavior can predict behavioral intentions towards GenAI.
- Nurse leaders should guide policy and ethical frameworks for responsible GenAI integration.
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