Assessing Writing Oct 2026 Open Access

Student-AI collaboration in peer feedback: Effects on perceived feedback quality, emotional responses, and feedback literacy development

Hua Wang Shanghai Jiao Tong University ; Kai Guo Chinese University of Hong Kong

Abstract

This study investigates how English as a foreign language (EFL) student reviewers engage in open-ended, dialogic interactions with generative artificial intelligence (AI) during the feedback generation process in peer assessment within EFL writing classrooms. It examines the impact of these interactions on feedback quality perceived by recipients, emotional responses (task enjoyment and anxiety), and feedback literacy. A quasi-experimental design was employed with 60 Chinese undergraduate students, divided into an experimental group (EG) that used generative AI (Doubao) for support and a control group (CG) that did not. Over three intervention cycles, data from chat histories, feedback quality ratings by recipients, and pre/post questionnaires on emotions and feedback literacy were analyzed. The results indicated that EG students primarily employed AI for linguistic refinement of their comments, with limited use for enhancing the content or structure. Nevertheless, AI support led to significant, progressive improvements in the perceived quality of feedback, particularly in affect, description, justification, and constructiveness. Furthermore, EG students reported significantly higher task enjoyment and lower anxiety compared to the CG. The intervention also positively enhanced all dimensions of feedback literacy: knowledge and abilities, willingness to participate, cooperative learning, and appreciation of peer feedback. The findings suggest that generative AI can serve as a powerful scaffold, reducing the emotional and cognitive burdens of peer assessment while fostering a more supportive and effective feedback environment. This study underscores the value of integrating AI into peer feedback practices to develop students’ feedback literacy and improve the overall quality of peer learning experiences.

Journal
Assessing Writing
Published
2026-10-01
DOI
10.1016/j.asw.2026.101100
CompPile
Open Access
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References (45) · 4 in this index

  1. Abdi Tabari (2024)
    Mapping the interactions between task sequencing, anxiety, and enjoyment in L2 writing de…
    Journal of Second Language Writing  ↗
  2. Al Qunayeer (2020)
    Exploring EFL learners’ online participation in online peer writing discussions through a…
    Journal of Information Technology Education: Research
  3. Black (2025)
    University students describe how they adopt AI for writing and research in a general educ…
    Scientific Reports  ↗
  4. Carless (2020)
    Double duty, shared responsibilities and feedback literacy
    Perspectives on Medical Education  ↗
  5. Carless (2018)
    The development of student feedback literacy: Enabling uptake of feedback
    Assessment & Evaluation in Higher Education  ↗
Show all 45 →
  1. Chen (2023)
    Collaborative peer feedback in L2 writing: Affective, behavioral, cognitive, and social e…
    Frontiers in Psychology
  2. Cohen (1988)
    Statistical power analysis for the behavioral sciences
  3. Cress (2023)
    Co-constructing knowledge with generative AI tools: Reflections from a CSCL perspective
    International Journal of Computer-Supported Collaborative Learning  ↗
  4. Darvishi (2024)
    Impact of AI assistance on student agency
    Computers & Education  ↗
  5. Deci (1985)
    Intrinsic Motivation and Self-Determination in Human Behavior. Berlin
  6. Dong (2023)
    Assessing students’ peer feedback literacy in writing: scale development and validation
    Assessment and Evaluation in Higher Education  ↗
  7. Fidan (2022)
    Supporting the instructional videos with chatbot and peer feedback mechanisms in online l…
    Journal of Educational Computing Research  ↗
  8. Greisel (2025)
    Enhancing peer feedback practices with Generative AI
    Proceedings of the 18th International Conference on Computer-Supported Collaborative Learning-CSCL 2025
  9. Guo (2024)
    EvaluMate: Using AI to support students’ feedback provision in peer assessment …
    Assessing Writing
  10. Guo (2022)
    Exploring a collaborative approach to peer feedback in EFL writing: How do students parti…
    RELC Journal
  11. Guo (2024)
    Effects of an AI-supported approach to peer feedback on university EFL students’ feedback…
    The Internet and Higher Education  ↗
  12. Guo (2024)
    Using AI-supported peer review to enhance feedback literacy: An investigation of students…
    British Journal of Educational Technology  ↗
  13. Han (2022)
    Peer grading eliciting truthfulness based on autograder
    IEEE Transactions on Learning Technologies  ↗
  14. Hill (2021)
    Exploring the emotional responses of undergraduate students to assessment feedback: Impli…
    Teaching and Learning Inquiry  ↗
  15. Hyland (2006)
    Feedback on second language students’ writing
    Language Teaching  ↗
  16. Jönsson (2017)
    The use and design of rubrics to support assessment for learning
    Scaling up Assessment for Learning in Higher Education. The Enabling Power of Assessment, vol 5
  17. Kerman (2024)
    Online peer feedback patterns of success and failure in argumentative essay writing
    Interactive Learning Environments  ↗
  18. Kim (2022)
    Learning design to support student-AI collaboration: Perspectives of leading teachers for…
    Education and Information Technologies  ↗
  19. Kuyyogsuy (2019)
    Students’ attitudes toward peer feedback: Paving a way for students’ English writing impr…
    English Language Teaching (Toronto)  ↗
  20. Lee (2024)
    Harnessing Generative AI (GenAI) for automated feedback in higher education: A systematic…
    Online Learning  ↗
  21. Li (2023)
    Using Peerceptiv to support AI-based online writing assessment across the disciplines
    Assessing Writing
  22. Liu (2006)
    Peer feedback: the learning element of peer assessment
    Teaching in Higher Education  ↗
  23. MacIntyre (1991)
    Language anxiety: Its relationship to other anxieties and to processing in native and sec…
    Language Learning  ↗
  24. Martin (2021)
    Providing vs. receiving peer feedback: Learners’ beliefs and experiences
    Language Teaching Research  ↗
  25. Min (2016)
    Effect of teacher modeling and feedback on EFL students’ peer review skills in peer revie…
    Journal of Second Language Writing  ↗
  26. Ng (2021)
    Conceptualizing AI literacy: An exploratory review
    Computers and Education: Artificial Intelligence
  27. Noroozi (2023)
    Design, implementation, and evaluation of an online supported peer feedback module to enh…
    Education and Information Technologies  ↗
  28. Pratama (2024)
    A systematic review of artificial intelligence in enhancing English foreign learners’ wri…
    PPSDP International Journal of Education  ↗
  29. Surapaneni (2024)
    ABCs of providing constructive feedback to students during small group learning activities
    Advances in Physiology Education  ↗
  30. Tam (2024)
    Feedback providers’ contributions of and benefits from engaging in online peer micro-teac…
    Assessment and Evaluation in Higher Education  ↗
  31. Teng (2024)
    A Systematic Review of ChatGPT for English as a foreign language writing: Opportunities, …
    International Journal of TESOL Studies
  32. Topping (2009)
    Peer assessment
    Theory into Practice  ↗
  33. Topping (2025)
    Enhancing peer assessment with artificial intelligence
    International Journal of Educational Technology in Higher Education  ↗
  34. Tsui (2000)
    Do secondary L2 writers benefit from peer comments?
    Journal of Second Language Writing  ↗
  35. van den Berg (2006)
    Design principles and outcomes of peer assessment in higher education
    Studies in Higher Education (Dorchester-on-Thames)  ↗
  36. Vuogan (2023)
    Examining the effectiveness of peer feedback in second language writing: A meta-analysis
    TESOL Quarterly  ↗
  37. Weng et al. (2024)
    Effects of peer feedback in English writing classes on EFL students’ writing fe…
    Assessing Writing
  38. Woo (2023)
    Understanding English as a foreign language students’ idea generation strategies for crea…
    Journal of Educational Computing Research  ↗
  39. Youn (2025)
    AI-Driven Tools in Providing Feedback on Students’ Writing
    International Journal of Research and Innovation in Social Science  ↗
  40. Yu (2019)
    Learning from giving peer feedback on postgraduate theses: Voices from Master's…
    Assessing Writing
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