mlsanityData to 14 Oct 2026

AI Literacy in K-12 and Higher Education in the Wake of Generative AI: An Integrative Review

arXiv 2503.00079 ↗First posted 27 Feb 2025cs.CY cs.AIcited by 4

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Abstract (arXiv)

Even though AI literacy has emerged as a prominent education topic in the wake of generative AI, its definition remains vague. There is little consensus among researchers and practitioners on how to discuss and design AI literacy interventions. The term has been used to describe both learning activities that train undergraduate students to use ChatGPT effectively and having kindergarten children interact with social robots. This paper applies an integrative review method to examine empirical and theoretical AI literacy studies published since 2020. In synthesizing the 124 reviewed studies, three ways to conceptualize literacy-functional, critical, and indirectly beneficial-and three perspectives on AI-technical detail, tool, and sociocultural-were identified, forming a framework that reflects the spectrum of how AI literacy is approached in practice. The framework highlights the need for more specialized terms within AI literacy discourse and indicates research gaps in certain AI literacy objectives.

Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). Builds on 11 of its 158 references that are in the map. First posted on arXiv 27 Feb 2025.

Builds on

11 of 158 references.

References · 11

  1. 2023The Robots are Here: Navigating the Generative AI Revolution in Computing Educationcited by 86
  2. 2022Conversing with Copilot: Exploring Prompt Engineering for Solving CS1 Problems Using Natural Languagecited by 82
  3. 2023Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutorscited by 39
  4. 2023Prompt Problems: A New Programming Exercise for the Generative AI Eracited by 31
  5. 2023ChatGPT in the Classroom: An Analysis of Its Strengths and Weaknesses for Solving Undergraduate Computer Science Questionscited by 13
  6. 2024Insights from Social Shaping Theory: The Appropriation of Large Language Models in an Undergraduate Programming Coursecited by 9
  7. 2024Untangling Critical Interaction with AI in Students Written Assessmentcited by 7
  8. 2020Teaching Tech to Talk: K-12 Conversational Artificial Intelligence Literacy Curriculum and Development Toolscited by 6
  9. 2024Children's Overtrust and Shifting Perspectives of Generative AIcited by 5
  10. 2024Build Your Own Robot Friend: An Open-Source Learning Module for Accessible and Engaging AI Educationcited by 3
  11. 2024Assistant, Parrot, or Colonizing Loudspeaker? ChatGPT Metaphors for Developing Critical AI Literaciescited by 2

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 2; 2026: 2.

4 papers.