eISSN 2097-6054 ISSN 1672-9234 CN 11-5289/R
Responsible Institution:China Association for Science and Technology
Publishing:Chinese Nursing Journals Publishing House Co.,Ltd.
Sponsor:Chinese Nursing Association
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China Academic Journals Full-text Database
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Chinese Journal of Nursing Education ›› 2026, Vol. 23 ›› Issue (2): 158-164.doi: 10.3761/j.issn.1672-9234.2026.02.005

• AI-empowered Nursing Education • Previous Articles     Next Articles

Research progress of artificial intelligence literacy assessment tools and implications for nursing

ZHANG Jinman(), WANG Qi, LIU Qian, ZOU Huijing, YANG Bingxiang*()   

  1. School of Nursing,Wuhan University,Wuhan 430071,China
  • Received:2025-09-16 Online:2026-02-15 Published:2026-02-11
  • Contact: * YANG Bingxiang,E-mail:yangbx@whu.edu.cn
  • Supported by:
    2025 Wuhan University Undergraduate Education Reform Project (Smart Teaching Assistant Construction Project)

Abstract:

With the widespread application of artificial intelligence(AI) technology in healthcare and education,AI literacy has become a key factor influencing its effectiveness. This study systematically reviewed the development of AI literacy assessment tools,summarized the core concepts and dimensional framework of AI literacy,and categorized 11 representative tools into four groups:general-purpose tools,student-focused tools,teacher-focused tools,and technology-specific tools. Simultaneously,these assessment tools were evaluated based on the Consensus-based Standards for the Selection of Health Measurement Instruments(COSMIN). Existing tools exhibited differences in theoretical foundations,dimensional frameworks,measurement methods,methodological quality,and measurement properties,each with their own strengths and limitations. Based on these findings,this study offers implications for clinical practice,nursing education,and research to guide the accurate assessment of AI literacy in relevant populations.

Key words: Artificial Intelligence, Health Literacy, Assessment Tool, Quality Assessment, Review