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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">erd</journal-id><journal-title-group><journal-title>Education Reform and Development</journal-title></journal-title-group><issn>2652-5364</issn><eissn>2652-5372</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/erd.v8i7.15942</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>The Impact of AI Writing Feedback Tools on the Metacognitive Abilities of English Major Students: An Empirical Study Based on Self- Regulated Learning</title><url>https://artdesignp.com/journal/erd/8/7/10.26689/erd.v8i7.15942</url><author>ShangRuoxuan</author><pub-date pub-type="publication-year"><year>2026</year></pub-date><volume>8</volume><issue>7</issue><history><date date-type="pub"><published-time>2026-08-13</published-time></date></history><abstract>In the context of digital education, academic writing instruction for English majors faces practical challenges such as students’ weak metacognitive abilities and insufficient self-regulation skills, making traditional writing feedback models inadequate for fostering higher-order academic competencies. Grounded in self-regulated learning theory, this study integrates AI-powered writing feedback tools into English academic writing training, establishing cognitive scaffolding and cyclical reflection mechanisms to optimize the professional writing training framework. Through empirical investigation conducted in accordance with academic writing textbook standards, the study demonstrates that intelligent feedback effectively mitigates writing-related cognitive biases and comprehensively enhances both metacognitive abilities and self-regulation skills among English majors.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>Liang Y, Lo YY, 2026, AI Tools vs Human in English Narrative Writing Scoring: A Comparative Study of Scoring Agreement Among Human Raters, DeepSeek and ChatGPT in Exam Context. Assessing Writing, 68: 101040.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B2" content-type="article"><label>2</label><element-citation publication-type="journal"><p>Wang W, 2026, A Review of AI-Assisted English Education. Journal of Sociology and Education, 2(1): 18–32.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B3" content-type="article"><label>3</label><element-citation publication-type="journal"><p>Cui Y, 2026, The Use of AI Tools in Business English Writing: A Survey of Current Practices from a Critical Digital Literacy Perspective. Scientific and Social Research, 8(2): 27–33.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B4" content-type="article"><label>4</label><element-citation publication-type="journal"><p>Mansoor SH, Sumardjoko B, Sutopo A, 2026, External Variables Influencing the Attitudes of Students Toward AI Acceptance in Improving English Writing: A Systematic Review. Frontiers in Artificial Intelligence, 8: 1719955.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B5" content-type="article"><label>5</label><element-citation publication-type="journal"><p>Akanda F, Talukder T, 2026, AI Writing Tools in English Writing: Reviewing Teachers’ and Students’ Views on Benefits and Concerns. Social Sciences &amp; Humanities Open, 13: 102437.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B6" content-type="article"><label>6</label><element-citation publication-type="journal"><p>Shin I, Choung H, Choi M, 2026, Bridging or Broadening Gaps? AI-Assisted Professional Writing Among Native and Non-native English Writers. Computers in Human Behavior, 177: 108897.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B7" content-type="article"><label>7</label><element-citation publication-type="journal"><p>Ding J, Song Y, 2026, Descriptive Writing Using Generative AI as a Cognitive Scaffold in the Metaverse Environment: University Students’ Perceptions, Learning Engagement, and Performance. Educational Psychology, 46(1): 183–207.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B8" content-type="article"><label>8</label><element-citation publication-type="journal"><p>Alghasab BM, 2025, English as a Foreign Language (EFL) Secondary School Students’ Use of Artificial Intelligence (AI) Tools for Developing Writing Skills: Unveiling Practices and Perceptions. Cogent Education, 12(1): 1–22.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B9" content-type="article"><label>9</label><element-citation publication-type="journal"><p>Dai M, 2025, Explainable AI Framework for Accuracy, Fairness, and Learner Perception in English Writing Assessment. Journal of Visualized Experiments, (226): DOI:10.3791/69841.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B10" content-type="article"><label>10</label><element-citation publication-type="journal"><p>Wu C, Moorhouse LB, Wan Y, et al., 2026, Exploring PhD Students’ Utilization of Generative AI in Academic Writing for Publication Purposes: Insights for EAP. Journal of English for Academic Purposes, 79: 101612.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B11" content-type="article"><label>11</label><element-citation publication-type="journal"><p>Pang Y, Marlow D, 2025, Enhancing College English Writing Instruction: Leveraging AI for Teachers and Learners in China and Beyond. Journal of Education, Society and Behavioural Science, 38(6): 160–169.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B12" content-type="article"><label>12</label><element-citation publication-type="journal"><p>Ting C, 2025, Is AI Working Wonders in EFL Writing in China? A Review Study of AI-Aided EFL Writing Practice in China. Region - Educational Research and Reviews, 7(8): 8.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B13" content-type="article"><label>13</label><element-citation publication-type="journal"><p>Luo Y, 2025, An Empirical Study of Domestic Generated-AI Tools’ Feedback for Business English Students’ Essays: A Case Study of Wenxinyiyan. Forum on Research and Innovation Management, 3(8): 8.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B14" content-type="article"><label>14</label><element-citation publication-type="journal"><p>Ou Q, 2025, The Influence of AI Reliance Mentality on English Majors’ Academic Writing Proficiency. Applied &amp; Educational Psychology, 6(2): 28–44.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B15" content-type="article"><label>15</label><element-citation publication-type="journal"><p>Ju H, 2024, On Application of Artificial Intelligence in Foreign Trade Documentation Course for Business English Majors. New Explorations in Education and Teaching, 2(3): 1–11.</p><pub-id pub-id-type="doi"/></element-citation></ref></ref-list></back></article>
