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Attention Allocation in L2 Learners' Writing Feedback: Eye-Tracking Contrasts Between GenAI and Teacher Multidimensional Feedback

  • Macao Polytechnic University

研究成果: Conference contribution同行評審

摘要

This study investigates the attention allocation in L2 learners' processing of generative AI (GenAI) and teacher feedback in academic writing, employing eye-tracking technology to address two research gaps: (1) the lack of a real-time comparative for analysing attention allocation across feedback sources, and (2) the underexplored attention allocation for multidimensionality of learners' feedback. A GenAI-enhanced interactive system was developed to deliver feedback across four dimensions (structure, clarity and coherence, completeness, grammar and vocabulary) from GenAI and teacher feedback to 10 Chinese undergraduates, with eye-tracking capturing attention allocation. Results revealed no significant difference in attention allocation between GenAI and teacher feedback in the same dimensions. This suggests real-time attention allocation parity with teacher feedback when GenAI feedback quality is optimised through pedagogical constraints. However, learners exhibited different attention allocation in different dimensions: completeness, grammar, and vocabulary demanded more attention than structure, clarity and coherence, reflecting learners' prioritisation based on immediate evaluative impacts. These findings highlight the critical role of feedback dimensions in cognitive load allocation. The study advocates strategic integration of AI-human feedback systems to address learners' writing revision priorities.

原文English
主出版物標題2025 5th International Conference on Educational Technology, ICET 2025
發行者Institute of Electrical and Electronics Engineers Inc.
頁面265-269
頁數5
ISBN(電子)9798331573867
DOIs
出版狀態Published - 2025
事件5th International Conference on Educational Technology, ICET 2025 - Chongqing, China
持續時間: 26 9月 202528 9月 2025

出版系列

名字2025 5th International Conference on Educational Technology, ICET 2025

Conference

Conference5th International Conference on Educational Technology, ICET 2025
國家/地區China
城市Chongqing
期間26/09/2528/09/25

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