Evidence map›Paper›PMID 41456019›Full record

ArticleBMC psychology2025

The impact of generative AI on foreign language enjoyment: the roles of gender, English proficiency and usage duration among Chinese EFL learners.

Xiaojuan Yin, Jing Ruan, Wulin Ma

Abstract read
In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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.

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Xiaojuan YinCollege of Foreign Languages, Minjiang University, Fuzhou, Fujian, 350108, People's Republic of China.
Jing RuanCollege of Foreign Languages, Minjiang University, Fuzhou, Fujian, 350108, People's Republic of China.
Wulin MaCollege of Business English, Sichuan International Studies University, Chongqing, 400031, People's Republic of China. mawulin@foxmail.com.

Funding

A Study on the Innovative Teaching Pathways of College English Empowered by GenAI 25SKGH155Digital Human Teachers and ChatGPT Co-assisting Digital Transformation of the English Language Curriculum Research and Practice MJUJG2024A011Generative AI Technology Aiding the Practice and Research of College English Teaching MJKJ24024
6 · The paper itself

Abstract

backgroundWith the integration of Generative AI (GenAI) technology in language educational settings, the impact of GenAI tools has garnered increasing attention. Yet extant research has predominantly examined GenAI's cognitive impacts on learners' linguistic abilities, leaving the empirical landscape of learners' emotional experiences largely uncharted. This study, drawing on Positive Psychology, investigated the impact of GenAI tools on Chinese EFL students' foreign language enjoyment (FLE), as well as the roles of three factors-gender, English proficiency, and GenAI usage duration-on students' FLE.

methodsA mixed-methods design was applied. Ninety-eight Chinese EFL university students completed the survey and 10 participated in the interview after the 12-week intervention. SPSS 24.0 was employed to perform descriptive statistics, independent-samples t-tests, and one-way ANOVA in sequence on the survey data, and the interview data were manually coded using thematic analysis.

resultsFindings indicated that participants reported medium level of FLE, and the FLE-teacher dimension was slightly higher than FLE-private and FLE-atmosphere. Among three influential factors examined, although neither gender nor English proficiency significantly influenced participants' FLE statistically, male participants exhibited a marginally higher level of FLE compared to their female counterparts. Noticeably, participants with relatively lower English proficiency levels tended to experience a slightly higher degree of FLE than those with higher English proficiency levels. However, this subtle intergroup difference did not reach statistical significance. Moreover, the duration of GenAI tool usage is shown to statistically impact the participants' FLE level, with six-month duration serving as a threshold at which participants' FLE undergoes a positive qualitative shift.

conclusionsParticipants generally perceived that GenAI tools fostered an enjoyable learning environment, but they also expressed concerns about potential over-reliance on GenAI technology and the possible erosion of their critical thinking abilities. The study recommends encouraging students to use GenAI tools for more than six months, enhancing female students' digital competence through learning tasks requiring cooperation between boys and girls, and designing more process-oriented tasks that require reflective thinking and sustained student engagement to strengthen critical thinking skills.

Indexed as

LearningMultilingualismPleasureStudentsAdultChinaEast Asian PeopleFemaleHumansLanguageMaleSex FactorsYoung AdultForeign Language Enjoyment (FLE)GenAIInfluential factorsPositive Psychology

Identifiers

PMID41456019
PMCPMC12857136

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.