Aug 2026· Nursing and Health Sciences· Vol 28· 0 citations· 67 references
Medicine
TL;DR
Thematic analysis revealed that various factors underpinning their attitudinal, normative, and control beliefs are critical determinants of nurses' and students' overall experiences with GenAI and their intentions to use GenAI technologies.
Abstract
ABSTRACT This scoping review follows the Arksey and O'Malley five‐stage framework: (1) identifying research questions, (2) identifying relevant studies, (3) selecting studies, (4) extracting, mapping, and charting data, and (5) collating, summarizing, and reporting findings. The review seeks to identify the extent and type of literature and gain insights into nurses' and nursing students' experiences with using Generative Artificial Intelligence (GenAI). A comprehensive search was conducted across five databases. The search was limited to studies published between January 2020 and July 2025. The systematic screening process identified 20 papers for inclusion in this review. Nurses' experiences with GenAI were mainly positive, while nursing students had mixed perceptions, though mostly positive. Thematic analysis revealed that various factors underpinning their attitudinal, normative, and control beliefs are critical determinants of nurses' and students' overall experiences with GenAI and their intentions to use GenAI technologies. An overarching analysis using the theory of planned behavior mapped these factors and experiences, yielding predictions of behavioral intentions and actions regarding GenAI use. Nurse leaders are vital in shaping institutional policies and ethical guidelines to encourage responsible use of GenAI.
Nursing academics appear to adopt AI selectively, prioritising preservation of core professional values while embracing applications perceived to enhance, rather than replace, educational practice, providing evidence for nursing education programs globally regarding faculty development, institutional policy frameworks, and curriculum design strategies integrating technological advancement whilst maintaining person-centred values.
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Qualitative evidence suggests that registered nurses perceive GAI as a potentially supportive tool for improving efficiency, assisting clinical and research decision-making, and promoting professional development.
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Nursing students’ experiences with generative AI are shaped by both the opportunities and challenges associated with its use in learning, highlighting the need for nursing educators to strengthen students’ AI literacy, critical thinking, and ethical awareness.
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