Improving Writing Feedback for Struggling Writers: Generative AI to the Rescue?

Anya S. Evmenova,Kelley Regan, Reagan Mergen, Roba Hrisseh

TechTrends(2024)

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摘要
Generative AI has the potential to support teachers with writing instruction and feedback. The purpose of this study was to explore and compare feedback and data-based instructional suggestions from teachers and those generated by different AI tools. Essays from students with and without disabilities who struggled with writing and needed a technology-based writing intervention were analyzed. The essays were imported into two versions of ChatGPT using four different prompts, whereby eight sets of responses were generated. Inductive thematic analysis was used to explore the data sets. Findings indicated: (a) differences in responses between ChatGPT versions and prompts, (b) AI feedback on student writing did not reflect provided student characteristics (e.g., grade level or needs; disability; ELL status), and (c) ChatGPT’s responses to the essays aligned with teachers’ identified areas of needs and instructional decisions to some degree. Suggestions for increasing educator engagement with AI to enhance teaching writing is discussed.
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关键词
ChatGPT,Data-based decision-making,Generative AI,Essay feedback,Struggling writers,Students with and without high-incidence disabilities,Writing instruction
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