Embedding constrained, learner-initiated GenAI feedback in collaborative L2 writing: Targeted grammar gains with a two-week follow-up

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Published

2026-05-12

Section: Original Research Articles (Regular Articles)


Received: 22 January, 2026
Accepted: 27 April, 2026

Authors

  • Nicolas Emerson Email ORCiD Waseda University & Kyushu Sangyo University, Japan
  • Thomas Holland Email ORCiD Kyushu Sangyo University, Japan
  • Tyler D. Mitchell Email ORCiD Kyushu Sangyo University, Japan
  • Davis Shum Email ORCiD Kyushu Sangyo University, Japan
  • W. L. Quint Oga-Baldwin Email ORCiD Waseda University, Japan
DOI: https://doi.org/10.29140/tltl.2026.104008

Abstract

Research on generative artificial intelligence (GenAI) in second-language writing has largely examined commercial tools such as Grammarly or general-purpose chatbots, typically in individual workflows. Evidence remains limited on purpose-built classroom systems that embed constrained, learner-initiated GenAI feedback within technology-mediated collaborative writing, align that feedback with explicitly taught forms, and assess outcomes beyond an immediate posttest. This study evaluated a pedagogical intervention using Collabowrite, a custom web application for collaborative story writing. Its core GenAI feature provides form-prioritized feedback as local edit suggestions with brief first-language explanations and requires learners to implement changes manually. Participants were 36 undergraduates from four intact classes of a compulsory two-year English-as-a-foreign-language program at a private university in Japan that does not offer an English major. A one-group pretest-posttest design with a two-week delayed posttest assessed performance using three rotated parallel 40-item recognition-focused multiple-choice grammar tests targeting consistent tense, pronouns, conjunctions, and articles. Mixed-effects models indicated higher total grammar test scores at posttest and delayed posttest than at pretest, with no clear difference between posttest and delayed posttest. Because the study used a one-group pretest-posttest design without a comparison group, the observed gains cannot be attributed specifically to GenAI and may reflect regular instruction, test practice, or novelty effects. The study contributes classroom implementation evidence for a pedagogical configuration that combines explicit focus on form, meaning-focused collaborative writing, and learner-initiated, form-prioritized GenAI feedback, and provides a basis for controlled follow-up work.


Keywords: Generative artificial intelligence, collaborative writing, technology-mediated writing, written corrective feedback, second-language writing

Suggested Citation:

Emerson, N., Holland, T., Mitchell, T. D., Shum, D., & Oga-Baldwin, W. L. Q. (2026). Embedding constrained, learner-initiated GenAI feedback in collaborative L2 writing: Targeted grammar gains with a two-week follow-up . Technology in Language Teaching & Learning, 8, 104008. https://doi.org/10.29140/tltl.2026.104008