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Saving the reliability of inhibitory control measures? An extension of Huensch (2024) and Hui and Wu (2024) 节省抑制控制措施的可靠性?珲春(2024年)和回吴(2024年)的延伸
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-08-12 DOI: 10.1017/s0272263125101095
Zhiyi Wu, Ruirui Jia, Bronson Hui

In a close replication study of Darcy et al., (2016), Huensch (2024) reported a lack of clear relationships between inhibitory control (IC) and phonological processing, contrary to the initial findings. Given the general unreliability of response-time differences, which are often the basis of IC measures and could potentially mask small effects, we performed secondary analyses on Huensch’s (2024) open data set to investigate (a) the extent to which the reliability of IC measures could be improved using model-based approaches (Hui & Wu, 2024), (b) the correlations between the different IC tasks, and (c) their predictive power for phonological processing, based on the more reliable indices. Results showed that model-based approaches generally improved reliability, and particularly for the Stroop and Simon tasks to acceptable levels. Yet, correlations between IC tasks remained low, and partial correlation and hierarchical regression still failed to reveal significant relationships between IC and phonological processing, further confirming Huensch’s (2024) findings.

在Darcy等人(2016)的一项密切复制研究中,Huensch(2024)报告了抑制控制(IC)与语音加工之间缺乏明确的关系,这与最初的发现相反。考虑到响应时间差异(通常是IC测量的基础,可能会掩盖小影响)的一般不可靠性,我们对Huensch(2024)的开放数据集进行了二次分析,以调查(a)使用基于模型的方法可以提高IC测量可靠性的程度(Hui &;Wu, 2024), (b)不同IC任务之间的相关性,以及(c)基于更可靠的指标,它们对语音处理的预测能力。结果表明,基于模型的方法通常提高了可靠性,特别是对于Stroop和Simon任务,可靠性达到了可接受的水平。然而,集成电路任务之间的相关性仍然很低,部分相关和层次回归仍然未能揭示集成电路与语音加工之间的显著关系,进一步证实了Huensch(2024)的发现。
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引用次数: 0
Usage-based analysis of L2 oral proficiency: Characteristics of argument structure construction use 基于用法的第二语言口语水平分析:论点结构结构使用的特点
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-08-04 DOI: 10.1017/s0272263125100995
Hakyung Sung, Kristopher Kyle

Analyzing the relationship between argument structure construction (ASC) use and language learning has been an important area of investigation in second language (L2) studies from a usage-based constructionist approach. Previous studies have shown that advanced L2 learners’ language use demonstrates greater ASC diversity, less frequent ASC-verb combinations, and stronger ASC-verb associations. However, these investigations have been limited by methodological challenges in identifying ASCs and have predominantly focused on the written texts. To address these limitations, we employ a fine-tuned model to automatically extract ASCs from target and reference corpora, considering their semantic aspects. We then calculate ASC-based indices and, both alone and in combination with other lexicogrammatical indices, use them to predict L2 oral proficiency scores assigned by human judges. Our findings show that ASC-based indices alone explain 44% of the variance in scores. When combined with other indices, they provide complementary insights that enhance multivariate modeling of L2 oral proficiency.

从基于用法的建构主义角度分析论点结构建构(ASC)的使用与语言学习之间的关系一直是第二语言研究的一个重要研究领域。先前的研究表明,高级二语学习者的语言使用表现出更大的ASC多样性,ASC-动词组合频率更低,ASC-动词关联更强。然而,这些调查在识别ASCs方面受到方法挑战的限制,并且主要集中在书面文本上。为了解决这些限制,我们采用了一个微调模型来自动从目标和参考语料库中提取asc,考虑到它们的语义方面。然后,我们计算基于asc的指数,并单独或与其他词典语法指数结合,使用它们来预测人类评委分配的第二语言口语水平分数。我们的研究结果表明,基于asc的指数单独解释了44%的分数差异。当与其他指标相结合时,它们提供了互补的见解,增强了第二语言口语熟练程度的多元模型。
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引用次数: 0
The role of first language skills, working memory, and anxiety in second language reading: Implications for assessment of language learners with specific learning differences 母语技能、工作记忆和焦虑在二语阅读中的作用:对具有特殊学习差异的语言学习者的评估意义
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-07-22 DOI: 10.1017/s0272263125101010
Judit Kormos

This paper reports a study that investigated how first language (L1) reading comprehension, L1 low-level skills, working memory capacity, and reading anxiety are related to the accuracy of responses and completion time in a second language (L2) reading test. The data obtained from Hungarian secondary school learners of English showed that anxiety related to processing the L2 reading text, time pressure, and the response tasks as well as L1 reading comprehension scores and backward digit span were significant predictors of L2 reading scores. L1 low-level skills did not contribute significantly to L2 reading accuracy. Higher levels of reading-related anxiety were associated with slower reading, and L2 learners with concurrently lower levels of L1 and L2 reading ability needed more time to complete the reading test. These findings highlight that L2 reading tests should be flexibly timed so that everyone, including test takers with literacy-related difficulties such as dyslexia, can demonstrate their abilities.

本研究调查了第一语言阅读理解、第一语言低水平技能、工作记忆容量和阅读焦虑与第二语言阅读测试反应准确性和完成时间的关系。匈牙利中学英语学习者的数据显示,与处理第二语言阅读文本相关的焦虑、时间压力、反应任务以及第一语言阅读理解分数和向后数字广度是第二语言阅读分数的显著预测因子。第一语言低水平技能对第二语言阅读准确性无显著影响。阅读相关焦虑水平越高,阅读速度越慢,同时L1和L2阅读能力水平较低的第二语言学习者需要更多的时间来完成阅读测试。这些发现强调,第二语言阅读测试应该灵活安排时间,以便每个人,包括有读写困难(如阅读障碍)的考生,都能展示他们的能力。
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引用次数: 0
Exploring ableism in English language education in DHH university students’ lived experiences: A critical disability studies perspective 从残障研究的角度探讨DHH大学生生活经历中的英语教育残障歧视
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-07-22 DOI: 10.1017/s0272263125100983
Reza Rezvani, Hessameddin Ghanbar, Yasamin Pourhemat Khanshir

This study, grounded in critical disability studies, explores ableism in language education and its impact on Deaf and hard of hearing (DHH) students learning English as a foreign or third language (L3). Using interpretative phenomenological analysis, the lived experiences of 14 Iranian DHH undergraduate students, proficient in Esharani (sign language used by the Iranian Deaf community) and Persian, were analyzed. Participants recounted their experiences with ableism in English education through interviews. Analyzing interviews resulted in the emergence of three key themes: a) lack of awareness of (dis)ability and ableism throughout their English education, b) the prevalence of overt and covert ableism viewing deafness as a marker of “otherness,” and c) the need for advocacy and more inclusive practices and environments for DHH learners acquiring L3. This study highlights the challenges DHH learners face in L3 acquisition and calls for more inclusive language education policies to better support disabled students.

本研究以批判性残疾研究为基础,探讨了语言教育中的残疾歧视及其对聋哑和听力障碍(DHH)学生将英语作为外语或第三语言(L3)学习的影响。采用解释现象学分析,对14名精通Esharani(伊朗聋人社区使用的手语)和波斯语的伊朗DHH本科生的生活经历进行了分析。参与者通过访谈讲述了他们在英语教育中遭遇残疾歧视的经历。对访谈的分析得出了三个关键主题:a)在他们的英语教育中缺乏对(残疾)和残疾歧视的认识,b)将耳聋视为“他者”标志的显性和隐性残疾歧视的普遍存在,以及c) DHH学习者学习L3需要倡导和更具包容性的实践和环境。本研究强调了DHH学习者在三语习得中面临的挑战,并呼吁制定更具包容性的语言教育政策,以更好地支持残疾学生。
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引用次数: 0
Formal computational modelling in second language sentence processing research 第二语言句子处理研究中的形式计算建模
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-07-18 DOI: 10.1017/s0272263125101009
Hiroki Fujita

Various theories have been proposed in the field of second language (L2) sentence processing research and have significantly advanced our understanding of the mechanisms underlying L2 sentence interpretation processes. However, many existing theories have only been formulated verbally, and little progress has been made towards formal modelling. Formal modelling offers several advantages, including enhancing the clarity and verifiability of theoretical claims. This paper aims to address this gap in the literature by introducing formal computational modelling and demonstrating its application in L2 sentence processing research. Through practical demonstrations, the paper also emphasises the importance of formal modelling in the formulation and development of theory.

在第二语言(L2)句子加工研究领域提出了各种理论,并极大地促进了我们对第二语言句子解释过程机制的理解。然而,许多现有的理论只是口头表述,在正式建模方面进展甚微。形式化建模提供了几个优点,包括提高理论主张的清晰度和可验证性。本文旨在通过引入形式化计算模型并展示其在二语句子处理研究中的应用来弥补这一文献空白。通过实际论证,本文还强调了形式化建模在理论形成和发展中的重要性。
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引用次数: 0
Data skepticism and capacity for data-based decisions: The case of reclassifying English learners with disabilities 数据怀疑主义和基于数据的决策能力:残疾英语学习者重新分类的案例
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-07-16 DOI: 10.1017/s0272263125100971
Sara E. N. Kangas, Molly Ruiz
English learners (ELs) with disabilities are disproportionately less likely than their EL peers without disabilities to be reclassified as Fluent English Proficient (FEP) in US public schools. Research has begun to explore how state reclassification policies, specifically the criteria needed to be considered FEP, may contribute to reclassification disparities. Given the complexities of measuring and understanding English language proficiency (ELP) growth for ELs with disabilities, there have been calls for states to incorporate teacher or team input as a criterion for reclassification. Research, however, has yet to examine how teachers make sense of ELP data for ELs with disabilities and ultimately make reclassification recommendations. This qualitative case study fills this gap, investigating the data interpretation and decision-making of teachers in one urban school district. It documents how teachers’ beliefs about standardized ELP assessment data coupled with a scarcity of resources and training contributed to reclassification decision-making driven not by data but by teachers’ values and instincts.
在美国公立学校,残疾英语学习者(EL)被重新归类为流利英语精通(FEP)的可能性比没有残疾的同龄英语学习者(EL)要小得多。研究已经开始探索国家重新分类政策,特别是需要考虑FEP的标准,可能会导致重新分类的差异。考虑到测量和理解残疾英语语言能力(ELP)增长的复杂性,有人呼吁各州将教师或团队的投入作为重新分类的标准。然而,研究还没有检查教师如何理解残疾学生的语言学习能力数据,并最终提出重新分类的建议。这一定性案例研究填补了这一空白,调查了一个城市学区教师的数据解释和决策。它记录了教师对标准化ELP评估数据的信念,加上资源和培训的缺乏,如何促成了重新分类决策,这些决策不是由数据驱动的,而是由教师的价值观和本能驱动的。
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引用次数: 0
Modeling relationships between learning conditions, processes, and outcomes: An introduction to mediation analysis in SLA research 学习条件、过程和结果之间的关系建模:二语习得研究中的中介分析介绍
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-07-10 DOI: 10.1017/s0272263125100867
Ruirui Jia, Bronson Hui
In the past decade, researchers have been increasingly interested in understanding the process of language learning, in addition to the effect of instructional interventions on L2 performance gains (i.e., learning products). One goal of such investigations is to reveal the interplay between learning conditions, processes, and outcomes where, for example, certain conditions can promote attention to the learning targets, which in turn facilitates learning. However, the statistical modeling approach taken often does not align with the conceptualization of the complex relationships between these variables. Thus, in this paper, we introduce mediation analysis to SLA research. We offer a step-by-step, contextualized tutorial on the practical application of mediation analysis in three different research scenarios, each addressing a different research design using either simulated or open-source datasets. Our overall goal is to promote the use of statistical techniques that are consistent with the theorization of language learning processes as mediators.
在过去的十年里,研究人员对理解语言学习的过程越来越感兴趣,除了教学干预对第二语言表现提高的影响(即学习产品)。这些调查的一个目标是揭示学习条件、过程和结果之间的相互作用,例如,某些条件可以促进对学习目标的关注,从而促进学习。然而,所采用的统计建模方法往往与这些变量之间复杂关系的概念化不一致。因此,本文将中介分析引入到二语习得研究中。我们提供了一个关于中介分析在三种不同研究场景中的实际应用的循序渐进的、情境化的教程,每种场景都使用模拟或开源数据集解决不同的研究设计。我们的总体目标是促进使用与语言学习过程的理论化相一致的统计技术作为中介。
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引用次数: 0
Bayesian estimation in multiple comparisons 多重比较中的贝叶斯估计
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-06-26 DOI: 10.1017/s0272263125100922
Guilherme D. Garcia
Traditional regression models typically estimate parameters for a factor F by designating one level as a reference (intercept) and calculating slopes for other levels of F. While this approach often aligns with our research question(s), it limits direct comparisons between all pairs of levels within F and requires additional procedures for generating these comparisons. Moreover, Frequentist methods often rely on corrections (e.g., Bonferroni or Tukey), which can reduce statistical power and inflate uncertainty by mechanically widening confidence intervals. This paper demonstrates how Bayesian hierarchical models provide a robust framework for parameter estimation in the context of multiple comparisons. By leveraging entire posterior distributions, these models produce estimates for all pairwise comparisons without requiring post hoc adjustments. The hierarchical structure, combined with the use of priors, naturally incorporates shrinkage, pulling extreme estimates toward the overall mean. This regularization improves the stability and reliability of estimates, particularly in the presence of sparse or noisy data, and leads to more conservative comparisons. Bayesian models also offer a flexible framework for addressing heteroscedasticity by directly modeling variance structures and incorporating them into the posterior distribution. The result is a coherent approach to exploring differences between levels of F, where parameter estimates reflect the full uncertainty of the data.
传统的回归模型通常通过指定一个水平作为参考(截距)并计算F的其他水平的斜率来估计因子F的参数。虽然这种方法通常与我们的研究问题一致,但它限制了F内所有水平对之间的直接比较,并且需要额外的程序来生成这些比较。此外,频率论方法通常依赖于修正(例如,Bonferroni或Tukey),这可以通过机械地扩大置信区间来降低统计能力并增加不确定性。本文演示了贝叶斯层次模型如何在多重比较的背景下为参数估计提供一个健壮的框架。通过利用整个后验分布,这些模型产生了所有两两比较的估计,而不需要事后调整。层次结构与先验的使用相结合,自然地结合了收缩,将极端估计拉向总体平均值。这种正则化提高了估计的稳定性和可靠性,特别是在存在稀疏或噪声数据的情况下,并导致更保守的比较。贝叶斯模型还通过直接建模方差结构并将其纳入后验分布,为解决异方差问题提供了一个灵活的框架。结果是一种连贯的方法来探索F水平之间的差异,其中参数估计反映了数据的全部不确定性。
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引用次数: 0
Pretesting effects on incidental L2 vocabulary learning through reading 前测对二语阅读附带词汇学习的影响
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-06-23 DOI: 10.1017/s0272263125100910
Eva Puimège, Eva Caltabellotta, Elke Peters

An increasing number of studies have shown that pretesting L2 word knowledge before a study phase can enhance subsequent learning. However, little is known about pretesting effects in the context of incidental L2 vocabulary acquisition. This study explores the effects of pretesting on L2 vocabulary learning through reading, focusing on the moderating effect of the pretest format. One hundred and forty-three participants were randomly assigned to a nonpretested condition or three pretested conditions (meaning recall, meaning recognition, and form recognition). In the pretested conditions, participants completed a vocabulary pretest, followed by a meaning-focused reading task and three vocabulary posttests. The findings show that the meaning recall and form recognition groups were impacted most by pretesting in terms of learning outcomes and perceptions of the learning intervention. However, the pretesting effect on posttest scores was small and statistically nonsignificant, suggesting a minimal impact of pretesting on incidental learning outcomes.

越来越多的研究表明,在学习阶段之前对二语单词知识进行预测试可以增强后续的学习。然而,人们对二语词汇附带习得的前测效应知之甚少。本研究探讨了前测对二语阅读词汇学习的影响,重点研究了前测格式的调节作用。143名参与者被随机分配到一个未预先测试的条件或三个预先测试的条件(意义回忆,意义识别和形式识别)。在预测试条件下,参与者完成了一个词汇前测试,随后是一个以意义为中心的阅读任务和三个词汇后测试。结果表明,意义回忆组和形式识别组在学习效果和学习干预感知方面受前测的影响最大。然而,前测对后测分数的影响很小,统计上不显著,这表明前测对附带学习结果的影响很小。
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引用次数: 0
Automated analysis of common errors in L2 learner production: Prototype web application development 第二语言学习者生产中常见错误的自动化分析:原型web应用程序开发
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-06-19 DOI: 10.1017/s0272263125100934
Atsushi Mizumoto

This research report presents the development and validation of Auto Error Analyzer, a prototype web application designed to automate the calculation of accuracy and its related metrics for measuring second language (L2) production. Building on recent advancements in natural language processing (NLP) and artificial intelligence (AI), Auto Error Analyzer introduces an automated accuracy measurement component, bridging a gap in existing assessment tools, which traditionally require human judgment for accuracy evaluation. By utilizing a state-of-the-art generative AI model (Llama 3.3) for error detection, Auto Error Analyzer analyzes L2 texts efficiently and cost-effectively, producing accuracy metrics (e.g., errors per 100 words). Validation results demonstrate high agreement between the tool’s error counts and human rater judgments (r = .94), with microaverage precision and recall in error detection being high as well (.96 and .94 respectively, F1 = .95), and its T-unit and clause counts matched outputs from established tools like L2SCA. Developed under open science principles to ensure transparency and replicability, the tool aims to support researchers and educators while emphasizing the complementary role of human expertise in language assessment. The possibilities of Auto Error Analyzer for efficient and scalable error analysis, as well as its limitations in detecting context-dependent and first-language (L1)-influenced errors, are also discussed.

本研究报告介绍了自动错误分析器的开发和验证,这是一个原型web应用程序,旨在自动计算第二语言(L2)生产的准确性及其相关指标。基于自然语言处理(NLP)和人工智能(AI)的最新进展,自动误差分析仪引入了自动精度测量组件,弥补了现有评估工具的空白,这些工具传统上需要人工判断来进行精度评估。通过使用最先进的生成式人工智能模型(Llama 3.3)进行错误检测,Auto error Analyzer高效且经济地分析第二语言文本,生成准确性指标(例如,每100个单词的错误)。验证结果表明,该工具的错误计数与人类判断之间的一致性很高(r = 0.94),错误检测中的微平均精度和召回率也很高(r = 0.94)。分别为96和0.94,F1 = 0.95),其t单位和子句计数与L2SCA等已建立的工具的输出相匹配。该工具根据开放科学原则开发,以确保透明度和可复制性,旨在支持研究人员和教育工作者,同时强调人类专业知识在语言评估中的补充作用。本文还讨论了自动错误分析器在有效和可扩展的错误分析方面的可能性,以及它在检测上下文相关和第一语言(L1)影响的错误方面的局限性。
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引用次数: 0
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Studies in Second Language Acquisition
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