Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Structural and configurational analyses of GenAI-mediated informal digital learning of Chinese, multicultural personality traits, and willingness to communicate

Evidence from plurilingual international students in China

Bibliographic Data

ID24213685
AuthorsMinlin Zou (0000-0003-4637-0325, University of Exeter), Mirosław Pawlak (0000-0001-7448-355X, Adam Mickiewicz University), Mariusz Kruk (0000-0001-5297-1966, Adam Mickiewicz University), Weichen Wang (0000-0001-6738-9944, Guangdong Ocean University)
Year2026
Pages1-22
Publication date2026-10-05
Open AccessYes
TypeARTICLE
VenueJournal of Multilingual and Multicultural Development (JOURNAL)
Journal identifiersISSN: 0143-4632 • E-ISSN: 1747-7557
PublisherInforma UK Limited (PUBLISHER • GB)
DOI10.1080/01434632.2026.2734488
OpenAlexW7220467816
LanguageEN
References cited68

This study examines how plurilingual international students’ generative AI-mediated informal digital learning of Chinese (GenAI-IDLC) interacts with dimensions of multicultural personality to predict their second language willingness to communicate (L2 WTC). Survey responses were collected from 387 plurilingual international students learning Chinese in China and analyzed using structural equation modeling (SEM) and fuzzy-set qualitative comparative analysis (fsQCA) approaches. SEM results demonstrated that learners’ GenAI-IDLC was significantly and positively associated with cultural empathy, open-mindedness, social initiative, flexibility, and L2 WTC, but not emotional stability. Moreover, international students’ flexibility was significantly and positively associated with their L2 WTC, whereas their cultural empathy, open-mindedness, emotional stability, and social initiative were not significantly associated with their L2 WTC. The association between GenAI-IDLC and L2 WTC was partially mediated by flexibility. The fsQCA further identified four configurations in which different combinations of GenAI-IDLC and multicultural personality were linked to high L2 WTC. By integrating SEM with fsQCA, the study advances our understanding of the multiple and complex pathways underlying L2 WTC in the GenAI-mediated informal Chinese learning context. The results offer a basis for implications for language educators and universities seeking to facilitate cross-cultural communication through GenAI technologies.

Chinese as a second language · cultural empathy · emotional stability · flexibility · generative AI · informal digital learning · Intercultural communication · multicultural personality · open-mindedness · social initiatives · Willingness to communicate · EFL/ESL Teaching and Learning · Linguistics and Language Analysis · Mobile Learning in Education

  • Extramural English as an individual difference variable in L2 research

    Open Access•Pia Sundqvist•Annual Review of Applied…•2024

  • Redesigning Social Inquiry

    C C Ragin•Redesigning Social Inquiry•2008

  • Personality in Adulthood

    Robert R Mccrae, Paul T Jr Costa et al.•Innovative Assessment in Higher…•2003

  • Understanding Digital Literacies

    Rodney H Jones, Christoph A Hafner•Understanding Digital Literacies•2021

  • Future research recommendations for transforming higher education with generative AI

    Open Access•Thomas K F Chiu•Computers and Education:…•2024

  • ChatGPT for Language Teaching and Learning

    Open Access•Lucas Kohnke, Benjamin Luke Moorhouse et al.•RELC Journal•2023

  • Willingness to Communicate in the Second Language

    Open Access•Peter D Macintyre•Modern Language Journal•2007

  • Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research

    Open Access•Joseph F Hair, Joseph Hair et al.•Research Methods in Applied…•2022

  • Multicultural Personality Questionnaire

    Karen Van Der Zee, Jan Pieter Van Oudenhoven et al.•Journal of Personality Assessment•2013

  • Common method biases in behavioral research

    Philip M Podsakoff, Scott B Mackenzie et al.•Journal of Applied Psychology•2003

  • A new criterion for assessing discriminant validity in variance-based structural equation modeling

    Open Access•Jörg Henseler, Christian M Ringle et al.•Journal of the Academy of…•2015

  • The Effects of Achievement Emotions and Engagement on Flow in AI-assisted English Learning Contexts

    Open Access•Xiaoxuan Yu, Lianghong Hui•The Asia-Pacific Education…•2026

  • The Impact of GenAI Feedback on Chinese EFL Students’ Emotional Engagement

    Open Access•Mark Feng Teng•The Asia-Pacific Education…•2026

  • AI ‐Mediated Communication in EFL Classrooms

    Open Access•Honggang Liu, Jiqun Fan•European Journal of Education•2025

  • Unveiling the Role of L2 Writing Feedback Engagement in ChatGPT‐Mediated Language Learning Environment

    Open Access•Weichen Wang, Minlin Zou•European Journal of Education•2026

  • Untangling the Relationship Between AI ‐Mediated Informal Digital Learning of English ( AI ‐ Idle ), foreign Language Enjoyment and the Ideal L2 Self

    Open Access•Guangxiang Liu, Minlin Zou et al.•European Journal of Education•2025

  • The effect of immigration, acculturation and multicompetence on personality profiles of Israeli multilinguals

    Open Access•Jean-Marc Dewaele, Anat Stavans•International Journal of…•2014

  • Does multilingualism shape personality? An exploratory investigation

    Open Access•Jean-Marc Dewaele, Elouise Botes•International Journal of…•2020

  • Set-Theoretic Methods for the Social Sciences

    Open Access•Carsten Q Schneider, Claudius Wagemann•Set-Theoretic Methods for the…•2012

  • Affective variables and informal digital learning of English

    Open Access•Ju Seong Lee, Nur Arifah Drajati•Australasian Journal of…•2019

  • Big Five Personality Traits and Willingness to Communicate Among Foreign Language Learners in Turkey

    Open Access•Hüseyin Öz•Social Behavior and Personality…•2014

  • International Students in China

    Xuemei Li•Journal of Language Identity &…•2015

  • The effect of multilingualism/multiculturalism on personality

    Jean-Marc Dewaele, Jan Pieter Van Oudenhoven•International Journal of…•2009

  • Exploring the Associations between Informal Digital English Learning (Idle), Personality Traits, and Critical Thinking among Chinese EFL Learners

    Open Access•Dan Feng, Cheng Yang•International Journal of Applied…•2025

  • Informal Digital Learning of English (Idle) as Form‐Focused and Meaning‐Focused Activities

    Open Access•Minlin Zou, Mark Feng Teng et al.•International Journal of Applied…•2025

  • Investigating the dynamic nature of L2 willingness to communicate

    Open Access•Mirosław Pawlak, Anna Mystkowska‐Wiertelak et al.•System•2015

  • A configurational exploration of how emotions influence willingness to communicate among Chinese EFL learners

    Open Access•Miaoyu Lu•System•2025

  • Research agenda

    Open Access•Chun Lai, Pia Sundqvist•Language Teaching•2026

  • Research agenda

    Open Access•Hayo Reinders, P Benson•Language Teaching•2017

  • The role of informal digital learning of Korean in KFL students’ willingness to communicate

    Ju Seong Lee, Jieun Kiaer et al.•Journal of Multilingual and…•2025

  • Foreign Language Enjoyment as a mediator between Informal Digital Learning of English and willingness to communicate

    Open Access•Ju Seong Lee, Nga Man Yeung et al.•Journal of Multilingual and…•2024

  • Multilingualism, multicultural personality, and foreign language anxiety as predictors of Chinese international students’ intercultural willingness to communicate

    Yan Jiang, Jiang Yan et al.•Journal of Multilingual and…•2026

  • Extramural English in Scandinavia and Asia

    Open Access•Pia Sundqvist, Mehmet Sercan Uztosun•TESOL Quarterly•2024

  • Conceptualizing Willingness to Communicate in a L2

    Open Access•Peter D Macintyre, Richard Clément et al.•Modern Language Journal•1998

  • Analyzing Relationships of Necessity Not Justin KindBut Alsoin Degree

    Open Access•Barbara Vis, Jan Dul•Sociological Methods & Research•2018

  • Culture Shock or Challenge? The Role of Personality as a Determinant of Intercultural Competence

    Open Access•Karen Van Der Zee, Jan Pieter Van Oudenhoven•Journal of Cross-Cultural…•2013

  • English as a lingua franca

    Open Access•Jennifer Jenkins•World Englishes•2009

Highly citedNo

Tools

Open DOI
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae