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Testing the three-stage model of second language skill acquisition 第二语言技能习得三阶段模型的检验
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-04-23 DOI: 10.1017/s027226312500021x
Ryo Maie, Aline Godfroid
Skill acquisition theory conceptualizes second language (L2) learning in three stages (declarative, procedural, and automatic), yet competing theoretical models with fewer stages also exist, and the number of stages has never actually been tested. We tested the validity of the three-stage model by investigating the number and nature of learning stages in L2 skill acquisition. Seventy-three participants deliberately learned grammar and vocabulary of a miniature language through explicit-deductive instruction. They systematically practiced comprehending the language until their accuracy and speed of performance did not improve anymore. Participants received a battery of tests assessing individual differences in their declarative and procedural learning abilities. We first applied hidden Markov modeling to participants’ reaction time data (obtained from the language practice) to compare rival hypotheses on the number of stages in L2 skill acquisition. We then examined which cognitive variables predicted participants’ performances (accuracy and speed) in each stage. Our results indicated that participants indeed acquired L2 skills in three stages and that their performance correlated initially with declarative learning ability, but there was a tendency for procedural learning ability to take over in the later stages. Our findings provide the first formal evidence for the influential three-stage model of L2 skill acquisition.
技能习得理论将第二语言(L2)学习分为三个阶段(陈述性、程序性和自动性),但也存在一些阶段较少的理论模型,而且阶段的数量从未被实际测试过。我们通过调查第二语言技能习得中学习阶段的数量和性质来检验三阶段模型的有效性。73名参与者通过明确的演绎教学,有意识地学习一种微型语言的语法和词汇。他们系统地练习理解语言,直到他们的准确性和速度不再提高。参与者接受了一系列测试,评估他们陈述性和程序性学习能力的个体差异。我们首先将隐马尔可夫模型应用于参与者的反应时间数据(从语言实践中获得),以比较关于第二语言技能习得阶段数量的不同假设。然后,我们检查了哪些认知变量预测了参与者在每个阶段的表现(准确性和速度)。我们的研究结果表明,参与者确实在三个阶段获得了第二语言技能,他们的表现最初与陈述性学习能力相关,但在后来的阶段,程序性学习能力有接管的趋势。我们的研究结果为第二语言技能习得的有影响力的三阶段模型提供了第一个正式证据。
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引用次数: 0
Study and instrument quality in perception-based L2 pronunciation research: A methodological synthesis 基于感知的二语发音研究中的研究和工具质量:方法论综合
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-04-14 DOI: 10.1017/s027226312500018x
Maria Kostromitina, Ekaterina Sudina, Eman Baghlaf

This methodological synthesis surveys study and instrument quality in L2 pronunciation research by scrutinizing methodological practices in designing and employing scales and rubrics that measure accentedness, comprehensibility, and intelligibility. A comprehensive coding scheme was developed, and searches were conducted in several databases. A total of 380 articles (409 samples) that employed 576 target instruments and appeared in peer-reviewed journals from 1977 to 2023 were synthesized. Results demonstrated, among other findings, strengths in reporting several listener and speaker characteristics. Areas in need of improvement include (a) more thorough evaluation and reporting of interrater reliability and instrument validity and (b) greater adherence to methodological transparency and open science practices. We conclude by discussing the implications of these findings for researchers and researcher trainers; by raising awareness of methodological and ethical challenges in psychometric research on L2 speech perception; and by providing recommendations for advancing the quality of instruments in this domain.

这一方法论综合调查了第二语言发音研究的研究和工具质量,通过仔细检查设计和使用测量口音、可理解性和可理解性的尺度和规则的方法论实践。开发了一个综合的编码方案,并在几个数据库中进行了搜索。本研究共合成了1977 - 2023年间发表在同行评议期刊上的380篇文章(409个样本),采用了576种目标仪器。结果表明,在其他发现中,报告听众和说话者的几个特征的优势。需要改进的领域包括(a)对判读器可靠性和仪器有效性进行更彻底的评估和报告,以及(b)更坚持方法透明度和开放科学实践。最后,我们讨论了这些发现对研究人员和研究人员培训人员的影响;提高对二语言语感知心理测量研究方法论和伦理挑战的认识;并为提高该领域仪器的质量提供建议。
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引用次数: 0
Validity evidence for an EIT as an assessment for Spanish heritage speakers and L2 learners EIT作为西班牙语传承者和第二语言学习者评估的有效性证据
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-04-10 DOI: 10.1017/s0272263125000130
Sara Saez-Fajardo, Melissa A. Bowles

As the field of heritage language acquisition expands, there is a need for proficiency to compare speakers across groups and studies. Elicited imitation tasks (EITs) are efficient cost-effective tasks with a long tradition in proficiency assessment of second language (L2) learners, first language children, and adults. However, little research has investigated their use with heritage speakers (HSs), despite their oral nature, which makes them appropriate for speakers with variable literacy skills. This study is a partial replication of Solon, Park, Dehghan-Chaleshtori, Carver & Long (2022), who administered an EIT originally developed for advanced L2 learners on a group of HSs. In this study, we administered the same EIT with minor modifications to 70 HSs and 132 L2 learners of Spanish with different levels of proficiency and ran a Rasch analysis to evaluate the functioning of the task with the two groups. To obtain concurrent validity evidence, scores on the EIT were compared with participants’ performance in an oral narration; evaluated for complexity, accuracy, and fluency (CAF); and compared with a standardized oral proficiency test, the Versant Spanish Test. Results of Rasch analyses showed that the EIT was effective at distinguishing different levels of ability for both groups, and analyses showed moderate to strong correlations between CAF measures and the EIT and very strong correlations between the EIT and the Versant Spanish Test. These results provide evidence that the EIT is an efficient and adequate proficiency test for HSs and L2 learners of Spanish; its use in research settings is recommended.

随着传统语言习得领域的扩大,需要熟练地比较不同群体和研究的说话者。诱导模仿任务是一种有效的、具有成本效益的任务,在第二语言学习者、第一语言儿童和成人的能力评估中有着悠久的传统。然而,很少有研究调查它们在传统说话者(HSs)中的使用,尽管它们的口头性质使它们适合具有不同读写技能的说话者。本研究部分复制了Solon, Park, Dehghan-Chaleshtori, Carver &;Long(2022),他在一组HSs上管理了最初为高级二语学习者开发的EIT。在这项研究中,我们对70名高英语学习者和132名熟练程度不同的西班牙语第二语言学习者进行了相同的EIT,并进行了轻微的修改,并对两组进行了Rasch分析来评估任务的功能。为了获得并发效度证据,将EIT得分与被试口头叙述的表现进行比较;评估复杂性、准确性和流畅性(CAF);并将其与标准化的口语能力测试,即Versant西班牙语测试进行比较。Rasch分析的结果表明,EIT在区分两组不同水平的能力方面是有效的,分析显示CAF测量与EIT之间存在中等到强的相关性,EIT与Versant西班牙语测试之间存在非常强的相关性。这些结果提供了证据,证明EIT是一种有效和充分的西班牙语高水平学习者和第二语言学习者的能力测试;建议在研究环境中使用它。
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引用次数: 0
The relationship between boredom and second language achievement: A multilevel meta-analysis 无聊与第二语言成就的关系:一项多层次元分析
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-03-31 DOI: 10.1017/s0272263125000142
Fangwei Huang, Haijing Zhang
There has been a growing emphasis on researching foreign language boredom in second language acquisition in recent years. However, existing research has yet to reach a consensus regarding the effect of foreign language boredom on learners’ learning achievement. To address this gap, the present study employs multilevel meta-analysis to analyze 47 effect sizes from 33 empirical studies involving a total sample size of 27,838 participants. The findings reveal that foreign language boredom illustrates a small negative effect (r = -.24, p < .001) on language achievement. Furthermore, the moderation analysis reveals that the magnitude of the effect size varies crossing educational stages, achievement measurements, domain-specific language skills, foreign language boredom measurements, teaching modes, and learning contexts. This study provides robust evidence to support the detrimental role of foreign language boredom in language acquisition and identified substantive gaps in this research field, offering valuable directions for future research.
近年来,对二语习得中外语无聊现象的研究越来越受到重视。然而,关于外语无聊感对学习者学习成绩的影响,现有的研究尚未达成共识。为了解决这一差距,本研究采用多水平荟萃分析分析了33个实证研究的47个效应量,涉及27,838名参与者的总样本量。研究结果显示,对外语的厌倦表现出一个小的负面影响(r = -)。24、p <;.001)。此外,适度性分析显示,效应量的大小在教育阶段、成就测量、特定领域语言技能、外语无聊测量、教学模式和学习环境之间存在差异。本研究为外语无聊感在语言习得中的不利作用提供了有力的证据,并指出了该研究领域的实质性空白,为未来的研究提供了有价值的方向。
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引用次数: 0
The interplay of learners’ cognitive abilities in the learning and automatization of miniature language grammar 学习者认知能力在微型语言语法学习和自动化中的相互作用
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-03-28 DOI: 10.1017/s0272263125000117
Małgorzata Foryś-Nogala, Olga Broniś, Aleksandra Janczarska
This study focused on the relative contributions of cognitive aptitudes to the incidental learning and automatization of mini-language grammar. Over three sessions, participants (N = 45; first language [L1] Polish; age range: 19–35) completed computerized training in MiniItaliano as well as tasks tapping into working memory, general intelligence, and language analytic ability (LAA). The overt aim of the training was to comprehend messages placed in the context of an Italian supermarket; however, its actual goal was to acquire the target syntactic rules (i.e., subject-verb agreement, gender agreement, word order). The final session included a surprise post-test with untimed and timed grammaticality judgment tasks (GJTs) as measures of explicit and automatized knowledge, respectively. Results showed that performance on both tasks was predicted by LAA over and above other cognitive and control measures. Additionally, scores on the untimed GJTs were related to reliance on (self-discovered) rules, while timed GJTs involved general IQ.
本研究的重点是认知能力对小语言语法附带学习和自动化的相对贡献。在三个疗程中,参与者(N = 45;第一语言[L1]波兰语;年龄范围:19-35岁)完成了MiniItaliano的计算机培训,以及开发工作记忆、一般智力和语言分析能力(LAA)的任务。培训的公开目标是理解放在意大利超市背景下的信息;然而,它的实际目的是获取目标句法规则(即主谓一致、性别一致、词序一致)。最后一个阶段包括一个惊喜的后测试,其中包括非定时和定时语法判断任务(gjt),分别作为显式和自动化知识的测量。结果表明,LAA比其他认知和控制措施更能预测两项任务的表现。此外,非限时gjt的得分与对(自我发现的)规则的依赖有关,而限时gjt涉及一般智商。
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引用次数: 0
Exploring the potential of content-embedded working memory capacity tasks for advancing second language acquisition research 探索内容嵌入式工作记忆容量任务在推进第二语言习得研究中的潜力
IF 4.1 1区 文学 Q1 LINGUISTICS Pub Date : 2025-03-25 DOI: 10.1017/s0272263125000154
Janire Zalbidea, Bernard I. Issa
This article explores the utility of content-embedded working memory capacity (WMC) tasks for advancing second language (L2) research. While both complex span and content-embedded tasks implement a dual-task paradigm that requires processing and maintenance of information, they differ in that the former demand maintenance of extraneous memory elements during processing, while the latter demand processing and maintenance of the same elements. Since manipulating information stored in working memory is critical for L2 processing and development, particularly in intentional learning contexts, content-embedded tasks may serve as strong predictors of several linguistic outcomes. We report preliminary evidence suggesting that both content-embedded tasks (available in IRIS [https://www.iris-database.org/details/iv6nR-HD9NQ]) and complex span tasks can be significant predictors of explicit L2 aptitude and L2 reading comprehension, but that content-embedded tasks can show advantages over complex span tasks in some instances. We discuss methodological implications for the measurement of WMC in L2 research.
本文探讨了内容嵌入式工作记忆容量(WMC)任务在推进第二语言(L2)研究中的应用。虽然复杂跨域任务和内容嵌入任务都实现了需要处理和维护信息的双任务范式,但它们的不同之处在于,前者需要在处理过程中维护无关的记忆元素,而后者需要处理和维护相同的元素。由于操作存储在工作记忆中的信息对于第二语言的处理和发展至关重要,特别是在有意学习环境中,内容嵌入任务可能是几种语言结果的有力预测因素。我们报告的初步证据表明,内容嵌入任务(可在IRIS [https://www.iris-database.org/details/iv6nR-HD9NQ]]中找到)和复杂跨度任务都可以显著预测显性二语能力和二语阅读理解,但在某些情况下,内容嵌入任务比复杂跨度任务更有优势。我们讨论了第二语言研究中WMC测量的方法含义。
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引用次数: 0
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
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Studies in Second Language Acquisition
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