Exploring the Relationship Between Emotions and FLL Achievement: A Meta-Analysis

Niannian He, Rongping Cao, Chao Mou
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Abstract

Studies remain controversial concerning how enjoyment, anxiety, and boredom relate to foreign language learning (FLL) achievement. There is an inadequacy of synthesis of factors addressing the debate on emotion correlations in the empirical results. Underpinned by the control-value theory (CVT) of achievement emotions, a meta-analysis is conducted to evaluate the correlation between language achievement and three emotions, namely enjoyment, anxiety, and boredom, as classified within CVT’s three-dimensional taxonomy, and to explore potential moderating factors that could influence the correlation. The researchers examined 34 international studies with 83 effect sizes on the strength of the association between achievement and the three emotions. Then, moderating effects of education level, cultural backgrounds, and instruments, i.e., the Achievement Emotions Questionnaire (AEQ), the Foreign Language Enjoyment Scale (FLES), the Foreign Language Classroom Anxiety Scale (FLCAS), and Foreign Language Learning Boredom Scale (FLLBS), were analyzed. Meta-analytic results show that FLL achievement correlates with enjoyment with a medium positive effect and correlates with anxiety and boredom with a medium negative effect. Notably, the association with enjoyment is the strongest, while that with boredom is the weakest. In subgroup analyses, it is found that participants’ cultural backgrounds have a moderating effect on anxiety, and emotion instruments have a moderating effect on enjoyment and anxiety. The findings provide significant implications for emotion research.

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探索情绪与 FLL 成绩之间的关系:元分析
关于愉快、焦虑和厌烦情绪与外语学习(FLL)成绩的关系的研究仍然存在争议。在实证结果中,针对情绪相关性争论的综合因素不足。在成就情绪的控制价值理论(CVT)的支持下,研究人员进行了一项荟萃分析,以评估语言成就与三种情绪(即 CVT 三维分类法中的享受、焦虑和厌烦)之间的相关性,并探索可能影响相关性的潜在调节因素。研究人员对 34 项国际研究的 83 个效应大小进行了检验,以确定成绩与三种情绪之间的关联强度。然后,分析了教育水平、文化背景和工具(即成就情绪问卷(AEQ)、外语乐趣量表(FLES)、外语课堂焦虑量表(FLCAS)和外语学习厌倦量表(FLLBS))的调节作用。元分析结果表明,FLL 成绩与乐趣相关,具有中等程度的正效应,而与焦虑和无聊相关,具有中等程度的负效应。值得注意的是,与快乐的相关性最强,而与无聊的相关性最弱。在分组分析中发现,参与者的文化背景对焦虑有调节作用,情绪工具对愉悦和焦虑有调节作用。研究结果对情绪研究具有重要意义。
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