Evidence map›Paper›PMID 40745337›Full record

ArticleBMC psychology2025

Learning factors influencing second language proficiency: a cross-cultural comparative study of English and Chinese L2 learners.

Xuancheng Wu, Xin Wen, Juan Lu, Weizhi Liu

Abstract readComparative Study
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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0citing papers 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.

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

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3 · Its place in the literature

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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

4 authors.

Xuancheng WuThe Emotion & Cognition Lab, Faculty of Psychology and Mental Health, Navy Medical University, Shanghai, 200433, China.
Xin WenDepartment of Teaching Chinese to Speakers of Other Languages, Guangxi Normal University, Guilin, 541006, China.
Juan LuMilitary Continuing Education Center, Naval Medical University, Shanghai, 200433, China. lujuan506@sina.com.
Weizhi LiuThe Emotion & Cognition Lab, Faculty of Psychology and Mental Health, Navy Medical University, Shanghai, 200433, China. 13024141970@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGlobalization has spurred a rise in second language (L2) learners, necessitating deeper understanding of psychological and cognitive factors shaping their learning processes. While prior research focuses predominantly on English second language (ESL) learners, studies involving learners of other languages remain scarce. This study bridges this gap by examining learning motivation, strategies, and styles across ESL learners and Chinese second language (CSL) learners.

methodsWe surveyed 312 learners, using the Strategy Inventory for Language Learning (SILL) and the Perceptual Learning Style Preference Questionnaire (PLSPQ), College English Test (CET) and the Hanyu Shuiping Kaoshi (HSK) to assess variables. Data were analyzed using SPSS for correlation and regression.

resultsDivergent patterns emerged between groups. For ESL learners, learning motivation directly shaped strategy use, which in turn were positively correlated with learning proficiency, with visual learning styles further enhancing the degree of proficiency. Conversely, CSL learners exhibited no significant motivation-strategy link, and learning strategies negatively predicted proficiency. However, group-based learning styles positively influenced CSL proficiency.

conclusionsThese results highlight that the impact of learning factors on proficiency varies across different L2 learners. Proficiency levels influence the choice of learning strategies and preferences. Consequently, teaching strategies should be dynamically adjusted to align with learners' cultural backgrounds, proficiency levels, and individual learning factors, which can enhance the effectiveness of second language education and better support diverse learner needs. This study emphasizes the need for adaptive educational practices and further research.

Indexed as

Cross-Cultural ComparisonLearningMultilingualismAdolescentAdultChinaEast Asian PeopleFemaleHumansMaleMotivationSurveys and QuestionnairesYoung AdultSecond language learning; Learning motivation; Learning strategy; Learning style; Learning proficiency.

Identifiers

PMID40745337
PMCPMC12312582

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.