ArticleFrontiers in psychology2025
The impact of anxiety on Chinese as a second language achievement: a meta-analytic perspective.
Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
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.
Who cites it
4 citing papers in PubMed.
- A time-lagged psychological model of linguistic uncertainty, cognitive flexibility, and academic well-being among English major students.Scientific reports · 2026Article
- Emotional Design in Chinese Pictographic Character Learning: Effects on Cognitive Load, Aesthetic Pleasure, and Intrinsic Motivation Among CSL Learners.Behavioral sciences (Basel, Switzerland) · 2026Article
- Can Teacher Support Alleviate Academic Anxiety in Chinese as a Foreign Language Learners? The Chain Mediating Role of Self-Efficacy and Academic Emotions.Behavioral sciences (Basel, Switzerland) · 2026Article
- Chinese as a second language anxiety and intervention in a technology-assisted environment: a mini-review.Frontiers in psychology · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In light of the growing global enthusiasm for learning Chinese, understanding the psychological factors influencing Chinese language learners-particularly the impact of anxiety on second language Chinese achievement (hereafter "Chinese achievement")-is essential for improving teaching effectiveness. However, the specific effects and magnitude of this relationship remain a topic of academic debate. Grounded in the Control-Value Theory, this study employs a meta-analytic approach to synthesize findings from 23 empirical studies, encompassing 58 independent effect sizes and a total of 4,191 participants. The results reveal a small-to-moderate negative correlation between anxiety and Chinese achievement. Moderator analyses indicate that language proficiency level and the proportion of female learners significantly influence this relationship. Specifically, the negative impact of anxiety is most pronounced among beginners, followed by advanced, intermediate, and mixed-proficiency learners. Additionally, anxiety has a stronger detrimental effect on Chinese achievement in learner groups with a higher proportion of females. However, publication language, participant region, learning context, language skills, and achievement measurement did not exhibit significant moderating effects. These findings provide valuable implications for international Chinese language education, highlighting the importance of a student-centered teaching approach, optimized instructional strategies, and enhanced teaching quality.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.