Evidence map›Paper›PMID 42890821›Full record

ArticleFrontiers in psychology2026

Cultural immersion and AI-supported instruction: international students' Chinese as a foreign language enjoyment.

Junfeng Jiao, Meilan Liu

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Junfeng JiaoSchool of Foreign Languages, Jianghan University, Wuhan, China.
Meilan LiuSchool of Humanities and Foreign Languages, China Jiliang University, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: While Foreign Language Enjoyment (FLE) has been widely investigated in English learning, Chinese as a Foreign Language Enjoyment (CFLE) remains underexplored, particularly in AI-supported culturally immersive contexts. Guided by Self-Determination Theory (SDT), this study examines how an AI-supported immersive Chinese culture course contributes to learners' psychological needs and the experience of CFLE among international students in China. Methods: A sequential explanatory mixed-methods design was used. Eighty-two international students joined the study completing a 40-item questionnaire assessing teacher-, learner-, and environment-related CFLE. Reliability and validity analyses, descriptive statistics, and Pearson correlation analyses were performed. Eight participants completed semi-structured interviews, and the interview data were analyzed thematically. Results: Participants reported moderately high levels of CFLE ( Discussion: Interpreted through SDT, CFLE appeared to surface in learner's reported accounts when cultural immersion and AI-supported instruction was perceived as jointly satisfying learners' needs for autonomy, competence, and relatedness. The findings advance CFLE research and suggest implications for the design of AI-supported immersive CFL learning environments.

Indexed as

Chinese as a foreign language enjoyment (CFLE)cultural immersion and AI-supported instructionemotion-motivationinternational studentsSDT

Identifiers

PMID42890821
PMCPMC13672330

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.