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Article

AI Literacy: University Students’ Perceptions and Practices

1
Cato College of Education, University of North Carolina at Charlotte, Charlotte, NC 28223, USA
2
College of Humanities and Earth and Social Sciences, University of North Carolina at Charlottet, Charlotte, NC 28223, USA
*
Author to whom correspondence should be addressed.
Trends High. Educ. 2026, 5(2), 44; https://doi.org/10.3390/higheredu5020044
Submission received: 10 February 2026 / Revised: 1 May 2026 / Accepted: 15 May 2026 / Published: 19 May 2026

Abstract

Understanding student artificial intelligence (AI) literacy in the context of higher education is crucial as technology advances and AI use increases. The purpose of this study is to better understand how university students perceive, define, and apply AI literacy within their own educational experiences and from their own disciplinary lens. Collecting electronic survey responses from 130 graduate and undergraduate students across several disciplines including First-Year Writing, Communication Studies, and Education, this study attempts to elucidate how students articulate and perceive their own degree of AI literacy—Access, Understanding, Critical Thinking, Application, and Ethics—in the educational context. Overall, students reported infrequent use, using ChatGPT most often. Education students reported a lower understanding of AI than non-education students. Undergraduates reported higher rates within ethics than graduate students. No significant differences in AI literacy were found between students who were or were not first-generation students, students who did or did not receive financial aid, or by gender. Students reporting higher rates of use also reported higher rates of AI literacy. Crucially, this study provides key qualitative and quantitative insights exploring how students perceive their own AI literacy. Understanding the current state of students’ AI literacy is important to facilitating holistic student success in academic environments and career readiness as institutions of higher education adapt and prepare curricula, programs, and interventions addressing AI literacy across disciplines.
Keywords: AI literacy; artificial intelligence; AI perspectives and practices; AI in higher education; university student perspectives and practices AI literacy; artificial intelligence; AI perspectives and practices; AI in higher education; university student perspectives and practices

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MDPI and ACS Style

Wakeman, S.; Johnson, H.; Cary, J.; Endacott, C.; Westine, C.; Liu, Q. AI Literacy: University Students’ Perceptions and Practices. Trends High. Educ. 2026, 5, 44. https://doi.org/10.3390/higheredu5020044

AMA Style

Wakeman S, Johnson H, Cary J, Endacott C, Westine C, Liu Q. AI Literacy: University Students’ Perceptions and Practices. Trends in Higher Education. 2026; 5(2):44. https://doi.org/10.3390/higheredu5020044

Chicago/Turabian Style

Wakeman, Shawnee, Holly Johnson, Justin Cary, Camille Endacott, Carl Westine, and Qiao Liu. 2026. "AI Literacy: University Students’ Perceptions and Practices" Trends in Higher Education 5, no. 2: 44. https://doi.org/10.3390/higheredu5020044

APA Style

Wakeman, S., Johnson, H., Cary, J., Endacott, C., Westine, C., & Liu, Q. (2026). AI Literacy: University Students’ Perceptions and Practices. Trends in Higher Education, 5(2), 44. https://doi.org/10.3390/higheredu5020044

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