Investigating How Learners' Attitudes Shape AI‐Supported Argumentative Writing Processes and Outcomes.
Background: Artificial intelligence (AI), in particular, generative AI, plays an increasingly critical role in education. Studies have shown that learners' positive perception of generative AI‐assisted writing tools can benefit them in their writing processes and outcomes. However, despite the growi...
| Published in: | Journal of Computer Assisted Learning Vol. 42; no. 2; pp. 1 - 22 |
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| Main Authors: | , |
| Format: | research tables/charts Journal Article |
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Wiley-Blackwell
Apr2026
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| Online Access: | View this record in EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=192476938&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 192476938 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 02664909 6M1 jtl: Journal of Computer Assisted Learning issn: 02664909 maglogo: Y pubinfo: dt: Apr2026 vid: 42 iid: 2 pid: 480 pub: Wiley-Blackwell place: Malden, Massachusetts artinfo: ui: 192476938 192476938 192476938 10.1002/jcal.70232 192476938 ppf: 1 ppct: 21 formats: tig: atl: Investigating How Learners' Attitudes Shape AI‐Supported Argumentative Writing Processes and Outcomes. aug: au: Jin, Sung‐Hee Choe, Ann Tai affil: Division of Humanities and Liberal Arts, Hanbat National University, Daejeon, Korea sug: subj: Writing Learning Artificial Intelligence, Generative Student Attitudes Evaluation Student Knowledge Evaluation Funding Source South Korea Human Male Female Multimethod Studies Quantitative Studies Qualitative Studies Students, Undergraduate Regression Multivariate Analysis of Variance Thematic Analysis Computer-Assisted Instruction Educational Technology Critical Thinking Interview Guides Male Female ab: Background: Artificial intelligence (AI), in particular, generative AI, plays an increasingly critical role in education. Studies have shown that learners' positive perception of generative AI‐assisted writing tools can benefit them in their writing processes and outcomes. However, despite the growing body of research on AI‐assisted writing, little is understood about how learner attitudes towards AI impact argumentative writing activities using tools like ChatGPT. Objectives: This study investigates how learners' attitudes towards ChatGPT influence both quantitative outcomes (essay quality and perceived effectiveness) and qualitative aspects (students' knowledge construction processes and their perception of AI‐assisted argumentative writing) of writing activities. Methods: This study employed a mixed‐method approach to examine how 51 undergraduate students (31 males, 20 females) at a university in South Korea completed argumentative essays using ChatGPT. We triangulated quantitative and qualitative data by (1) applying regression analyses and MANOVA to assess learner attitudes, (2) conducting a thematic analysis of participants' perception of key skills, benefits and challenges in AI‐assisted writing and (3) performing conversation analysis of learner‐ChatGPT interactions to evaluate knowledge construction practices. Results and Conclusions: Findings revealed that positive attitudes towards ChatGPT significantly correlated with enhanced essay quality and perceived effectiveness. Moreover, students with high learner attitudes engaged in relatively more frequent and varied knowledge construction practices. However, some low‐attitude learners still produced high‐quality essays by employing strategic interactional practices such as negotiating epistemic stances and creating hypothetical scenarios, suggesting that healthy scepticism may foster critical engagement beneficial for argumentative writing. These findings provide important insights for understanding the role of learner attitudes in AI‐assisted writing and suggest extending TAM with 'perceived dialogic affordances'—learners' perceptions of AI as a stance‐responsive interactional partner. Lay Summary: What is currently known about this topic? ○Generative AI tools like ChatGPT are widely adopted in education, and students' positive perception of these tools can improve their writing processes and outcomes.○To this day, little is known about how learner attitudes towards AI impact their use of tools like ChatGPT for complex tasks like argumentative writing.What does this paper add? ○This study shows that students who view ChatGPT positively produce higher‐quality essays and perceive the tool as more effective.○It reveals that learners' attitudes also shape how they interact with ChatGPT, such as using more frequent and diverse knowledge construction practices.○Notably, some low‐attitude learners still achieved strong argumentative outcomes through strategic engagement, suggesting that critical scepticism towards AI may benefit complex writing tasks.○The study proposes 'perceived dialogic affordances' as a construct to extend TAM, capturing learners' perceptions of AI's capacity to function as a stance‐responsive interactional partner.Implications for practice/or policy ○Educators should foster positive student attitudes towards AI tools to maximise writing outcomes.○Learner training programs for AI‐assisted writing should emphasise how to interact with AI tools effectively.○Institutions should develop frameworks that address both the ethical use of AI and strategies to leverage learner attitudes for optimising learning experiences. pubtype: Academic Journal doctype: research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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