mlsanityData to 7 Oct 2026

Generative AI and Agency in Education: A Critical Scoping Review and Thematic Analysis

arXiv 2411.00631 ↗First posted 1 Nov 2024cs.CY cs.AIcited by 2

Not on the map. Why?

Abstract (arXiv)

This scoping review examines the relationship between Generative AI (GenAI) and agency in education, analyzing the literature available through the lens of Critical Digital Pedagogy. Following PRISMA-ScR guidelines, we collected 10 studies from academic databases focusing on both learner and teacher agency in GenAI-enabled environments. We conducted an AI-supported hybrid thematic analysis that revealed three key themes: Control in Digital Spaces, Variable Engagement and Access, and Changing Notions of Agency. The findings suggest that while GenAI may enhance learner agency through personalization and support, it also risks exacerbating educational inequalities and diminishing learner autonomy in certain contexts. This review highlights gaps in the current research on GenAI's impact on agency. These findings have implications for educational policy and practice, suggesting the need for frameworks that promote equitable access while preserving learner agency in GenAI-enhanced educational environments.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 14 of its 90 references that are in the map. First posted on arXiv 1 Nov 2024.

Builds on

14 of 90 references.

References · 14

  1. 2023Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Reviewcited by 83
  2. 2023GenAI Against Humanity: Nefarious Applications of Generative Artificial Intelligence and Large Language Modelscited by 40
  3. 2023Game of Tones: Faculty detection of GPT-4 generated content in university assessmentscited by 15
  4. 2024GenAI Detection Tools, Adversarial Techniques and Implications for Inclusivity in Higher Educationcited by 13
  5. 2023The AI Assessment Scale (AIAS): A Framework for Ethical Integration of Generative AI in Educational Assessmentcited by 12
  6. 2024The Interplay of Learning, Analytics, and Artificial Intelligence in Education: A Vision for Hybrid Intelligencecited by 9
  7. 2024Transforming Teachers' Roles and Agencies in the Era of Generative AI: Perceptions, Acceptance, Knowledge, and Practicescited by 8
  8. 2024Generative Discrimination: What Happens When Generative AI Exhibits Bias, and What Can Be Done About Itcited by 7
  9. 2023Generative Artificial Intelligence in Learning Analytics: Contextualising Opportunities and Challenges through the Learning Analytics Cyclecited by 6
  10. 2024The AI Assessment Scale (AIAS) in action: A pilot implementation of GenAI supported assessment- A Preprintcited by 5
  11. 2024Deepfakes and Higher Education: A Research Agenda and Scoping Review of Synthetic Mediacited by 4
  12. 2024Understanding Student and Academic Staff Perceptions of AI Use in Assessment and Feedbackcited by 2
2 more
  1. 2024Generative AI Tools in Academic Research: Applications and Implications for Qualitative and Quantitative Research Methodologiescited by 2
  2. 2024Teacher agency in the age of generative AI: towards a framework of hybrid intelligence for learning designcited by 1

Built on by

Cited by year

Citing papers per year: 2025: 2.

2 papers.