Exploring the Effect of Language-related Academic Emotions on Foreign Language Achievement: A Systematic Review and Meta Analysis

Junling Xiao, Yushen Zhang
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Abstract

Language-related academic emotions, especially foreign language anxiety (FLA) and foreign language enjoyment (FLE) have been widely explored, and foreign language boredom (FLB) has gradually attracted more and more attention. Previous research has examined the relationship between language-related academic emotions (FLE, FLA, and FLB) and language performance, but the findings have been inconsistent. By synthesizing the existing literature, we aim to provide a clearer understanding of the relationship between these emotions and language performance. Thirty-nine studies with 130 independent samples from 9 countries and 91,405 participants were included in our meta-analysis. The results show that FLE has a positive impact on foreign language achievement(r=0.339), while FLA and FLB have negative impacts (r=-0.259 and r=-0.288, respectively). FLE emerges as the most significant factor affecting foreign language achievement. Subgroup analyses and meta-regression analysis were performed to examine potential moderators, revealing that age and linguistic differences do not have a significant impact on this relationship, but education level and the type of achievement measure play a crucial role in mediating the effects of FLE and FLA on language achievement. The findings provide evidence for the effectiveness of language-related emotions on language achievement and have important implications for language learning research and practice.
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探索语言相关学术情感对外语成绩的影响:系统回顾与元分析
与语言相关的学习情绪,尤其是外语焦虑(FLA)和外语乐趣(FLE)已被广泛探讨,而外语厌烦(FLB)也逐渐引起了越来越多的关注。以往的研究探讨了与语言相关的学习情绪(FLE、FLA 和 FLB)与语言成绩之间的关系,但研究结果并不一致。通过综合现有文献,我们旨在更清晰地了解这些情绪与语言成绩之间的关系。我们的荟萃分析纳入了来自 9 个国家、130 个独立样本、91405 名参与者的 39 项研究。结果显示,FLE 对外语成绩有积极影响(r=0.339),而 FLA 和 FLB 则有消极影响(r=-0.259 和 r=-0.288)。FLE 是影响外语成绩的最重要因素。为了研究潜在的调节因素,研究人员进行了分组分析和元回归分析,结果表明年龄和语言差异对这一关系没有显著影响,但教育水平和成绩测量类型在调节 FLE 和 FLA 对语言成绩的影响方面起着至关重要的作用。研究结果为语言相关情绪对语言成绩的影响提供了证据,对语言学习研究和实践具有重要意义。
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