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Who Should Grade My Work? Student Perspectives on Transparent AI-Assisted Writing Assessment in Higher Education

arXiv cs.AI / cs.LG / cs.CLby Rayed AlGhamdi ()1 min read1 · 1 read
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A Saudi university study finds students value ChatGPT writing feedback but treat human instructors as the final grading authority.

Thirteen male undergraduate computing students at a Saudi public university completed handwritten writing tasks that were scored by ChatGPT using a rubric-based prompt, then reflected after being told the score and feedback were AI-generated. Inductive thematic analysis identified four themes: perceived feedback usefulness, awareness of AI's contextual and pedagogical limitations, conditional trust, and reflection on the instructor's institutional role. Participants accepted GenAI feedback for surface-level revision but consistently positioned human instructors as the authority over grading decisions, distinguishing feedback utility from evaluative authority.

Key facts
  • Qualitative study with 13 computing undergraduates; ChatGPT scored scanned handwritten essays.
  • Four themes: feedback usefulness, AI limitations, conditional trust, instructor's institutional role.
  • Students separate feedback utility from evaluative authority when judging AI grading.
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From the original article

1 min read at arxiv.org

The integration of GenAI tools into higher education assessment raises important questions about how students understand, interpret, and respond to AI-mediated evaluation.

arXiv cs.AI / cs.LG / cs.CL

By Rayed AlGhamdi · arxiv.org

Read the full article at arXiv cs.AI / cs.LG / cs.CL

A short excerpt; the article and its images belong to the publisher. Summary, key facts and assessment above are AI-written from the article and can be wrong.