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Learning and Motivation· 2026Q1

The self-determination perspective on the university students' engagement in AI-supported informal digital learning of English: Evidence from SEM and fsQCA approach

Xueheng Zhou, Zhongkai Cao

Short summary

Collaborative AI literacy positively impacts university students' engagement in AI-supported informal digital learning of English, mediated by linguistic self-confidence, motivation, and enjoyment.

AI-generated from the title and abstract; the full text is not read.

Key points

  • Collaborative AI literacy is positively associated with engagement in AI-supported informal digital learning of English.
  • Linguistic self-confidence, motivation, and enjoyment mediate the relationship between AI literacy and engagement.
  • Multiple configurational pathways, not a single necessary condition, lead to high student engagement in AI-supported English learning.
  • The findings highlight the combined importance of AI literacy and positive psychological experiences for effective digital learning.

AI-generated from the title and abstract; the full text is not read.

Abstract

Grounded in Self-Determination Theory, this study surveyed 523 Chinese university students to examine how collaborative AI literacy relates to engagement in AI-supported informal digital learning of English (IDLE), with linguistic self-confidence, motivation, and enjoyment as mediators. Structural equation modelling showed that collaborative AI literacy was positively associated with engagement, with linguistic self-confidence, motivation, and enjoyment mediating this association. Fuzzy-set qualitative comparative analysis further identified multiple configurational pathways to high engagement, indicating no single necessary condition. The findings reveal both variable-centred and set-theoretic patterns associated with AI-supported IDLE engagement, highlighting the joint role of collaborative AI literacy and positive psychological experiences.

The authors' abstract, as published at the source. Learning and Motivation, 2026 · DOI ↗

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Field: Language and Linguistics

Language and LinguisticsArts and Humanities