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Profiles of artificial intelligence literacy and associations with evidence-based practice competence among nurses: a
Binmi Tang1, Yali He2, Yuxia Xiang3
1Department of Nursing, Traditional Chinese Medicine Hospital of Qingbaijiang District, Chengdu, China. binmi_tang@163.com.
Aims:
To understand the current state of nurses' artificial intelligence (AI) literacy. This study employs latent profile analysis to examine the relationship between different profile categories of AI literacy and evidence-based practice competence (EBPC) among nurses.
Methods:
From January to February 2026, nurses from Qingbaijiang District in Sichuan Province were selected by a self-designed general information questionnaire, the Artificial Intelligence Literacy Scale and the Questionnaire to Evaluate the Competency in Evidence-Based Practice of Registered Nurses. Latent profile analysis was performed to explore the profile categories of nurses' AI literacy, the single-factor analysis and multivariate logistic regression analysis were employed to investigate the relevant influencing factors.
Results:
The AI literacy of nurses could be divided into three categories: the low AI literacy group (48.8%), the moderate AI literacy group (37.1%) and the high AI literacy group (14.1%). AI training and EBPC were the influencing factors of different profile categories (P < 0.001). These profile categories had significant effects on the nurses' EBPC, as well as its four dimensions: attitude, knowledge, skill and application.
Conclusion:
Nursing administrators should effectively identify nurses with low AI literacy and develop personalized intervention plans to promote the development of AI literacy and EBPC.
Clinical Trial Number:
Not applicable.
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