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May 7, 2026Developing Academic Practice0 citations

AI or nay? How students balance the benefits and limitations of generative AI in higher education

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CHCaroline HandsCBCharlotte BartonCCCeridwen Coulby

Key Points

  • The research aims to understand student engagement with generative AI in universities.
  • Conducted online interviews with seven students (five undergraduates and two postgraduates)
  • Part of a wider questionnaire study
  • Utilized deductive thematic analysis to identify key themes
  • Identified five themes related to generative AI use: usage and perception, academic support, academic integrity, ethical use, and creativity.
  • Previous experience influences generative AI usage among students.
  • Ethical concerns about data use and academic integrity hinder generative AI adoption.

Abstract

The rapid growth in awareness of artificial intelligence (AI) technologies since late 2022 has significantly impacted academia, with generative AI (GenAI) tools becoming increasingly prevalent in educational settings. Universities are struggling to keep up with the rapid changes in GenAI capabilities, creating an environment where staff and students do not have the necessary support and understanding to use these tools responsibly. The present study aims to develop understanding of how students are engaging with GenAI within the university context. Seven students (five undergraduate and two postgraduate), recruited as part of a wider questionnaire study, participated in an online interview to discuss their experiences of using GenAI in an educational context. Deductive thematic analysis was used to identify and analyse the following five themes: i) usage and perception of GenAI tools, ii) academic support and learning, iii) academic integrity and policy, iv) ethical use, and v) creativity and inspirational uses. It was found that the prevalence of GenAI use is often based on previous experience with such tools. However, this is mediated by local and wider-level guidance. Ethical concerns surrounding data use and academic integrity reduce student use. The findings shed light on student experience of GenAI, highlighting the opportunities and challenges in an academic setting. This has implications for the development of university and departmental level policies relating to the use of GenAI by students. This article was published open access under a CC BY licence: https://creativecommons.org/licenses/by/4.0/ .

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Cite This Study

Hands et al. (2026) studied this question.

synapsesocial.com/papers/69fbe382164b5133a91a2b1dhttps://doi.org/10.3828/dap.2026.16
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