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New data on text reading in English as a second language: The Wave 2 expansion of the Multilingual Eye-Movement Corpus (MECO) 英语作为第二语言文本阅读的新数据:多语言眼动语料库(MECO)的第二波扩展
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-03-12 DOI: 10.1017/s0272263125000105
Victor Kuperman, Sascha Schroeder, Cengiz Acartürk, Niket Agrawal, Dominick M. Alexandre, Lena S. Bolliger, Jan Brasser, César Campos-Rojas, Denis Drieghe, Dušica Filipović Đurđević, Luiz Vinicius Gadelha de Freitas, Sofya Goldina, Romualdo Ibáñez Orellana, Lena A. Jäger, Ómar I. Jóhannesson, Anurag Khare, Nik Kharlamov, Hanne B. S. Knudsen, Árni Kristjánsson, Charlotte E. Lee, Jun Ren Lee, Marina P. T. Leite, Simona Mancini, Nataša Mihajlović, Ksenija Mišić, Miloslava Orekhova, Olga Parshina, Milica Popović Stijačić, Athanassios Protopapas, David R. Reich, Anurag Rimzhim, Rui Rothe-Neves, Thais M. M. Sá, Andrea Santana Covarrubias, Irina Sekerina, Heida M. Sigurdardottir, Anna Smirnova, Priyanka Srivastava, Elisangela N. Teixeira, Ivana Ugrinic, Kerem Alp Usal, Karolina Vakulya, João M. M. Vieira, Ark Verma, Denise H. Wu, Jin Xue, Sunčica Zdravković, Junjing Zhuo, Laoura Ziaka, Noam Siegelman

This paper reports an expansion of the English as a second language (L2) component of the Multilingual Eye Movement Corpus (MECO L2), an international database of eye movements during text reading. While the previous Wave 1 of the MECO project (Kuperman et al., 2023) contained English as a L2 reading data from readers with 12 different first language (L1) backgrounds, the newly collected dataset adds eye-tracking data on English text reading from 13 distinct L1 backgrounds (N = 660) as well as participants’ scores on component skills of English proficiency and information about their demographics and language background and use. The paper reports reliability estimates, descriptive statistics, and correlational analyses as means to validate the expansion dataset. Consistent with prior literature and the MECO Wave 1, trends in the MECO Wave 2 data include a weak correlation between reading comprehension and oculomotor measures of reading fluency and a greater L1-L2 contrast in reading fluency than reading comprehension. Jointly with Wave 1, the MECO project includes English reading data from more than 1,200 readers representing a diversity of native writing systems (logographic, abjad, abugida, and alphabetic) and 19 distinct L1 backgrounds. We provide multiple pointers to new venues of how L2 reading researchers can mine this rich publicly available dataset.

本文报道了多语言眼动语料库(MECO L2)中英语作为第二语言(L2)部分的扩展,MECO L2是一个关于文本阅读过程中眼球运动的国际数据库。MECO项目的前一波(Kuperman et al., 2023)包含来自12种不同第一语言(L1)背景的读者的英语作为第二语言阅读数据,而新收集的数据集增加了来自13种不同L1背景(N = 660)的英语文本阅读的眼动追踪数据,以及参与者的英语熟练程度组成技能得分,以及他们的人口统计学、语言背景和使用信息。本文报告了可靠性估计、描述性统计和相关分析作为验证扩展数据集的手段。与先前的文献和MECO波1一致,MECO波2数据的趋势包括阅读理解和阅读流畅性的动眼测量之间的弱相关性,阅读流畅性的L1-L2对比大于阅读理解。MECO项目与Wave 1合作,包括来自1200多名读者的英语阅读数据,这些读者代表了不同的母语书写系统(象征体、象征体、象征体和字母)和19种不同的母语背景。我们为第二语言阅读研究人员如何挖掘这一丰富的公开数据集提供了多个新场所的指针。
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引用次数: 0
Why you should stop using the ideal L2 self and the L2 motivational self-system to measure motivation (Reaction to Al-Hoorie, Hiver & In’nami, 2024) 为什么应该停止使用理想的 L2 自我和 L2 动机自我系统来衡量动机(对 Al-Hoorie、Hiver 和 In'nami 的反应,2024 年)
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-03-10 DOI: 10.1017/s0272263124000779
Neil McClelland, Jenifer Larson-Hall

This paper responds to Al-Hoorie, Hiver, and In’nami’s (2024) critique of the second language (L2) Motivational Self System (L2MSS) by advocating for an immediate cessation of its use in the absence of substantial revision and validation. We revisit foundational studies in the tradition, exposing critical methodological flaws that we feel undermine empirical support for the model. Further, we examine systemic factors that contributed to the largely uncritical acceptance of the model. Drawing on our own experiences, we reflect on how these dynamics have obstructed the adoption of more robust motivational theories available in psychology and education. We further caution that without a stronger emphasis on validating measurement instruments, similar distractions may continue to hinder progress in the field.

本文回应了Al-Hoorie, Hiver和In 'nami(2024)对第二语言(L2)动机自我系统(L2MSS)的批评,主张在缺乏实质性修订和验证的情况下立即停止使用L2MSS。我们重新审视了传统的基础研究,揭示了我们认为破坏了模型经验支持的关键方法论缺陷。此外,我们研究了导致该模型在很大程度上不加批判地接受的系统性因素。根据我们自己的经验,我们反思了这些动态如何阻碍了心理学和教育学中更强大的动机理论的采用。我们进一步警告说,如果不更加强调验证测量仪器,类似的干扰可能会继续阻碍该领域的进展。
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引用次数: 0
Affect as a component of second language speech perception 情感是第二语言言语感知的一个组成部分
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-02-17 DOI: 10.1017/s0272263125000063
John Dylan Burton, Paula Winke

Growing evidence suggests that ratings of second language (L2) speech may be influenced by perceptions of speakers’ affective states, yet the size and direction of these effects remain underexplored. To investigate these effects, 83 raters evaluated 30 speech samples using 7-point scales of four language features and ten affective states. The speech samples were 2-min videorecordings from a high-stakes speaking test. An exploratory factor analysis reduced the affect scores to three factors: assuredness, involvement, and positivity. Regression models indicated that affect variables predicted spoken language feature ratings, explaining 18–27% of the variance in scores. Assuredness and involvement corresponded with all language features, while positivity only predicted comprehensibility scores. These findings suggest that listeners’ perceptions of speakers’ affective states intertwine with their spoken language ratings to form a visual component of second-language communication. The study has implications for models of L2 speech, language pedagogy, and assessment practice.

越来越多的证据表明,第二语言(L2)的评分可能受到说话者情感状态的感知的影响,但这些影响的大小和方向仍未得到充分研究。为了研究这些影响,83名评分者使用4种语言特征和10种情感状态的7分制对30个语音样本进行了评估。演讲样本是一场高风险口语测试的2分钟录像。探索性因素分析将影响得分降低到三个因素:自信、参与和积极。回归模型表明,影响变量预测口语特征评分,解释18-27%的分数方差。确信性和投入性与所有语言特征相对应,而积极性仅预测可理解性得分。这些发现表明,听者对说话者情感状态的感知与他们的口语评分交织在一起,形成了第二语言交流的视觉组成部分。本研究对二语言语模型、语言教学法和评估实践具有启示意义。
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引用次数: 0
The role of multiword sequences in fluent speech: The case of listener-based judgment in L2 argumentative speech 多词序列在流利言语中的作用:以二语议论性言语中的听者判断为例
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-02-12 DOI: 10.1017/s0272263125000051
Kotaro Takizawa, Shungo Suzuki

This study explored how second language (L2) speakers’ use of multiword sequences in speech predicted perceived fluency ratings while controlling for their utterance fluency. A total of 102 Japanese speakers of English delivered an argumentative speech, which was analyzed for bigram and trigram measures (frequency, proportion, and mutual information) and utterance fluency measures capturing three subdimensions: speed, breakdown, and repair fluency (Tavakoli & Skehan, 2005). Perceived fluency was assessed by 10 experienced L2 raters. Mixed-effects regression analyses revealed that after establishing the parsimonious model solely by UF predictors (marginal R2 = .61), a frequency-based n-gram predictor––bigram proportion––slightly but significantly explained the remaining variance of fluency rating scores (0.8%). The results indicated that multiword sequences in speech had a small but systematic impact on perceived fluency, even controlling for the effects of utterance fluency. This finding contributes to the discussion concerning the role of multiword sequences in fluent speech production.

本研究探讨了第二语言(L2)使用者在控制其话语流畅性的情况下,如何使用多词序列来预测感知流利度评级。共有102名说英语的日本人发表了一篇辩论演讲,对其进行了双字和三字测量(频率、比例和相互信息)和话语流畅度测量(捕获三个子维度:速度、中断和修复流畅度)的分析(Tavakoli &;Skehan, 2005)。感知流利度由10名经验丰富的第二语言评分者评估。混合效应回归分析显示,在仅用UF预测因子(边际R2 = 0.61)建立简约模型后,基于频率的n-gram预测因子——双图比例——略微但显著地解释了流利度评分的剩余方差(0.8%)。结果表明,语音中的多词序列对感知流畅性有很小但系统的影响,甚至控制了话语流畅性的影响。这一发现有助于讨论多词序列在流利语音生成中的作用。
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引用次数: 0
Challenges in inflected word processing for L2 speakers: The role of stem allomorphy 二语说话者屈折词处理的挑战:词干异型的作用
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-02-11 DOI: 10.1017/s0272263125000026
Rosa Salmela, Minna Lehtonen, Seppo Vainio, Raymond Bertram

Morphological knowledge refers to the ability to recognize and use morphemes correctly in syntactic contexts and word formation. This is crucial for learning a morphologically rich language like Finnish, which features both agglutinative and fusional morphology. In Finnish, agglutination occurs in forms like aamu: aamu+lla (‘morning: in the morning’), where a suffix is transparently added. Fusional features, as seen in ilta: illa+lla (‘evening: in the evening’), involve allomorphic stem changes that reduce transparency. We investigated the challenges posed by stem allomorphy for word recognition in isolation and in context for L2 learners and L1 speakers of Finnish. In a lexical decision task, L2 speakers had longer response times and higher error rates for semitransparent inflections, while L1 speakers showed longer response times for both transparent and semitransparent inflection types. In sentence reading, L2 speakers exhibited longer fixation times for semitransparent forms, whereas L1 speakers showed no significant effects. The results suggest that the challenges in L2 inflectional processing are more related to fusional than agglutinative features of the Finnish language.

语素知识是指在句法语境和构词法中正确认识和使用语素的能力。这对于学习像芬兰语这样词形丰富的语言是至关重要的,因为芬兰语既有粘合词形又有融合词形。在芬兰语中,凝集出现在aamu: aamu+lla(“早晨:早上”)这样的形式中,其中明显添加了后缀。融合特征,如ilta: illa+lla(“晚上:在晚上”)所示,涉及同种异体的茎变,从而降低透明度。本研究调查了词干异型在孤立和语境中对第二语言学习者和母语为芬兰语的人的单词识别带来的挑战。在词汇决策任务中,L2说话者对半透明屈折的反应时间更长,错误率更高,而L1说话者对透明和半透明屈折的反应时间更长。在句子阅读中,第二语言对半透明形式的注视时间更长,而第一语言对半透明形式的注视时间无显著影响。研究结果表明,芬兰语在二语屈折变形加工中的挑战更多地与芬兰语的融合特征有关,而不是与粘合特征有关。
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引用次数: 0
Disentangling the causal role of motivation, enjoyment, and anxiety in second language speech learning: A final report 动机、享受和焦虑在第二语言言语学习中的因果作用:最终报告
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-02-11 DOI: 10.1017/s0272263125000038
Kazuya Saito, Jean-Marc Dewaele, Yo In’nami, Mariko Abe

While our earlier report focused on the initial four months of the dataset (Saito et al., 2018, Language Learning), this study investigates the relationship between individual differences in motivation (Ideal Self and Ought–to Self), emotions (Enjoyment and Anxiety), and L2 speech learning among 121 Japanese English–as–a–Foreign–Language high school students over 1.5–years. Participants’ L2 speech proficiency consistently improved at each testing point (6 months, 10 months, and 1.5 years), while their motivation and emotions, measured through questionnaires, remained relatively stable. The results of structural equation modeling suggest that the relationship between motivation, emotions, and acquisition may evolve. Within the first 6-10 months, data indicated a correlational relationship, highlighting a mutual influence among motivation, emotions, and acquisition. However, as the study progressed beyond one year, after students had fully adapted to their educational settings, a clearer causal relationship emerged: Enhanced motivation and more positive emotions were linked to increased classroom practice, leading to significant gains in L2 speech proficiency. The predictive roles of Anxiety remained unclear in this longitudinal dataset.

虽然我们之前的报告主要关注数据集的前四个月(Saito等人,2018年,语言学习),但本研究调查了121名日本英语作为外语高中学生在1.5年的时间里,动机(理想自我和应该自我)、情绪(享受和焦虑)和第二语言学习之间的个体差异。在每个测试点(6个月,10个月和1.5年),参与者的第二语言熟练程度持续提高,而通过问卷调查测量的动机和情绪保持相对稳定。结构方程模型的结果表明动机、情绪和习得之间的关系可能是进化的。在最初的6-10个月内,数据表明动机、情绪和习得之间存在着相互影响的相关关系。然而,随着研究进展超过一年,在学生们完全适应了他们的教育环境之后,一个更清晰的因果关系出现了:动机的增强和更积极的情绪与课堂练习的增加有关,从而导致第二语言熟练程度的显著提高。在这个纵向数据集中,焦虑的预测作用仍然不清楚。
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引用次数: 0
The light side of darkness? 黑暗中光明的一面?
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-02-10 DOI: 10.1017/s027226312500004x
Faramarz Ebn-Abbasi, Nazila Fattahi, Jean-Marc Dewaele, Elouise Botes
The duality of human nature, consisting of positive and negative personality traits, has intrigued scholars in different fields. Despite an overwhelming dominance of research on positive characteristics, particularly in the field of education, negative traits, such as those constituting the Dark Triad (DT; i.e., Psychopathy, Narcissism, and Machiavellianism) have been confirmed to be associated with both positive and detrimental outcomes. This paper aims to investigate the potential influence of these aversive traits on second language (L2) learning outcomes—L2 learning motivation, engagement, achievement, and willingness to communicate. L2 learners from a single country (n = 431) participated in this study. Multiple structural equation models (SEMs) were run to analyze the links and the directionality of significant effects. Overall, among the undesirable DT traits, Psychopathy and Narcissism were both positive and negative predictors of the L2 outcomes, while Machiavellianism unexpectedly emerged solely as a positive predictor. The intricacy of the results underscores the vague nature of the effects, pinpointing the need for more caution while examining negative personality traits in education and the L2 contexts. Based on the results of this study, implications and directions for future research on DT and language learning are suggested.
人性的两重性,包括积极和消极的人格特征,引起了不同领域学者的兴趣。尽管积极特征的研究占据了压倒性的优势,特别是在教育领域,消极特征,如那些构成黑暗三元(DT;例如,精神病、自恋和马基雅维利主义)已被证实与积极和有害的结果有关。本文旨在探讨这些厌恶特征对第二语言学习结果的潜在影响——第二语言学习动机、参与、成就和沟通意愿。来自单一国家的第二语言学习者(n = 431)参与了本研究。运用多个结构方程模型(sem)分析了显著效应之间的联系和方向性。总的来说,在不受欢迎的DT特征中,精神病和自恋是第二语言结果的积极和消极预测因素,而马基雅维利主义意外地成为唯一的积极预测因素。结果的复杂性强调了影响的模糊性,在检查教育和第二语言环境中的负面人格特征时,指出需要更加谨慎。在此基础上,提出了未来语言学习与语言认知研究的启示和方向。
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引用次数: 0
The relationships among L2 fluency, intelligibility, comprehensibility, and accentedness: A meta-analysis 二语流畅性、可理解性、可理解性和重音性之间的关系:一项元分析
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-02-06 DOI: 10.1017/s0272263125000014
Tuc Chau, Amanda Huensch

Fluency, intelligibility, comprehensibility, and accentedness are important dimensions of second language (L2) pronunciation proficiency representing global, listener-based intuitions. This study meta-analyzed 49 reports from 1995 to 2023, examining 141 effect sizes (Pearson r) to understand their relationships and possible moderators. Three-level meta-analysis models showed weighted mean correlations of .82, .75, .62, .57, and .32 for fluency/comprehensibility, comprehensibility/accentedness, fluency/accentedness, intelligibility/comprehensibility, and intelligibility/accentedness, respectively. Task types moderated correlations for fluency/accentedness, intelligibility/comprehensibility, and intelligibility/accentedness, with controlled tasks leading to higher correlations. Ratings of multiple dimensions by the same listeners tended to result in weaker correlations for fluency/comprehensibility and comprehensibility/accentedness. The findings imply that having an accent does not mean being unintelligible and support prioritizing intelligible and comprehensible speech over accent reduction. The study also highlights an over-reliance on first language speaker norms in L2 pronunciation research and advocates for more transparent reporting.

流利性、可理解性、可理解性和重音性是第二语言(L2)发音熟练程度的重要维度,代表着全球的、以听者为基础的直觉。本研究荟萃分析了1995年至2023年的49份报告,检查了141个效应量(Pearson r),以了解它们之间的关系和可能的调节因素。三水平元分析模型显示,流利性/可理解性、可理解性/重音性、流利性/重音性、可理解性/可理解性和可理解性/重音性的加权平均相关性分别为0.82、0.75、0.62、0.57和0.32。任务类型调节了流利性/重音性、可理解性/可理解性和可理解性/重音性的相关性,而受控任务导致更高的相关性。同一听者的多个维度评分往往导致流利性/可理解性和可理解性/重音性的相关性较弱。研究结果表明,有口音并不意味着听不懂,并支持优先考虑可理解和可理解的讲话,而不是减少口音。该研究还强调了在二语发音研究中过度依赖母语者的规范,并倡导更透明的报告。
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引用次数: 0
Effects of phonetic training and cognitive aptitude on the perception and production of non-native speech contrasts 语音训练和认知能力对非母语语音对比感知和产生的影响
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-02-05 DOI: 10.1017/s0272263124000548
Susana Correia, Anabela Rato, Yuxin Ge, João Dinis Fernandes, Magdalena Kachlicka, Kazuya Saito, Patrick Rebuschat

Research on second language (L2) speech learning suggests that incidental perception training can lead to the establishment of non-native phonological categories. The present study contributes to this line of enquiry by investigating how this training is mediated by individual differences in working memory capacity and domain-general auditory processing abilities. In our study, 130 native British English speakers without prior knowledge of Portuguese were randomly assigned to trained or untrained conditions. All participants completed a visual digit span task and an auditory processing test battery. We observed improvements from pretest to post-test in production only, but since both groups improved, these gains cannot be attributed to the incidental perception training. The analysis of the ID measures further confirms the important role played by auditory processing abilities in L2 speech learning. However, more research is needed to better understand the role of incidental perception training and the mediating role of cognitive aptitudes.

对第二语言(L2)言语学习的研究表明,偶然的感知训练可以导致非母语语音类别的建立。本研究通过调查这种训练是如何被工作记忆容量和领域一般听觉处理能力的个体差异所介导的,从而有助于这一探索路线。在我们的研究中,130名不懂葡萄牙语的英国英语母语者被随机分配到训练或未训练的环境中。所有参与者都完成了一个视觉数字跨度任务和一个听觉处理测试。我们仅在生产中观察到从测试前到测试后的改善,但由于两组都有所改善,这些收益不能归因于偶然的感知训练。本研究进一步证实了听觉加工能力在二语学习中的重要作用。然而,需要更多的研究来更好地理解附带知觉训练的作用和认知能力的中介作用。
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引用次数: 0
The impact of collocational proficiency features on expert ratings of L2 English learners’ writing 搭配熟练度特征对二语学习者写作专家评分的影响
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-02-05 DOI: 10.1017/s0272263125000075
Ben Naismith, Alan Juffs

Lexical proficiency is a multifaceted phenomenon that greatly impacts human judgments of writing quality. However, the importance of collocations’ contribution to proficiency assessment has received less attention than that of single words, despite collocations’ essential role in language production. This study, therefore, investigated how aspects of collocational proficiency affect the ratings that examiners give to English learner essays. To do so, collocational features related to sophistication and accuracy were manipulated in a set of argumentative essays. Examiners then rated the texts and provided rationales for their choices. The findings revealed that the use of lower-frequency words significantly and positively impacted the experts’ ratings. When used as part of collocations, such words then provided a small yet significant additional boost to ratings. Notably, there was no significant effect for increased collocational accuracy. These findings suggest that low-frequency words within collocations are particularly salient to examiners and deserving of pedagogic focus.

词汇熟练程度是一个多方面的现象,它极大地影响着人们对写作质量的判断。然而,尽管搭配在语言生成中起着至关重要的作用,但搭配对熟练程度评估的重要性却没有受到单个单词的重视。因此,本研究调查了搭配能力的各个方面如何影响考官对英语学习者作文的评分。为了做到这一点,在一组议论文中,与复杂性和准确性相关的搭配特征被操纵。然后考官给这些文章打分,并给出他们选择的理由。研究结果显示,使用频率较低的单词对专家的评分有显著的积极影响。当作为搭配的一部分使用时,这些词会对评分产生小而显著的额外提升。值得注意的是,对增加搭配准确性没有显著影响。这些发现表明,搭配中的低频词对考官来说特别突出,值得教学关注。
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引用次数: 0
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Studies in Second Language Acquisition
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