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arXiv · 2026

"Everyone's using it, but no one is allowed to talk about it": College Students' Experiences Navigating the Higher Education Environment in a Generative AI World

Yue Fu, Yifan Lin, Jessica Wang, Sarah Tran, Alexis Hiniker

Information School, University of Washington

Reflexive thematic analysis HCI & computer science

How they used Delve

Researchers at the University of Washington Information School used Delve to organize quotes and themes from semi-structured interviews with 23 college students about navigating higher education in a generative-AI world, as the consolidation step of a reflexive thematic analysis.

“Subsequently, two researchers individually divided and re-examined all transcripts, extracting quotes, refining and integrating themes through frequent discussions. Next, one researcher organized participants' quotes and themes using a qualitative analysis research tool Delvetool [21] and then compiled into a comprehensive document.”

Field
human-computer interaction; generative AI in higher education
Data
Semi-structured interviews with 23 college students about generative-AI use in their academic work
Approach
Reflexive thematic analysis; two researchers coded and refined themes through discussion, one researcher then organised quotes and themes in Delve across two iterations
Data types
Interviews

Citation

Yue Fu, Yifan Lin, Jessica Wang, Sarah Tran, Alexis Hiniker (2026). "Everyone's using it, but no one is allowed to talk about it": College Students' Experiences Navigating the Higher Education Environment in a Generative AI World. arXiv.

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