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Lin-Shen Xu

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Review Open access Jul 2026

AI tool use, self-efficacy, foreign language enjoyment, and willingness to communicate: a moderated serial mediation model among Chinese EFL learners

A moderated serial mediation model in which AI tool use predicts willingness to communicate sequentially through AI self-efficacy and foreign language enjoyment (FLE) is proposed and tested, with foreign language anxiety (FLA) moderating the FLE-to-WTC link.

Lin-Shen Xu, Yiming Wang, Yi-Jun Feng · Frontiers in Psychology · 0 citations