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IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-17 DOI: 10.1016/j.system.2024.103481
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引用次数: 0
Evaluating AI's impact on self-regulated language learning: A systematic review 评估人工智能对自我调节语言学习的影响:系统回顾
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-17 DOI: 10.1016/j.system.2024.103484

AI technology is reshaping language classrooms, prompting students to adopt flexible roles exhibiting linguistic competence and self-regulated learning (SRL) skills. Considerable studies explore the necessary integrated learning perspectives, emphasizing AI's adaptive role as a mind tool. In AI-mediated language learning, the technology's metacognitive importance enables students to learn with AI as a partner, encouraging independent critical thinking. Within Zimmerman's SRL model, AI as a mind tool is integrated for improving language students' strategic employment in a cyclical process. A systematic review, following PRISMA protocols, examines the intersection of AI and self-regulated language learning (SRLL) over 2000–2022. Findings highlight AI's evolving role, predominantly through algorithms and systems, aiming for micro and macro integration. Interactive AI has not fully engaged in two-way directions, despite a familiar process approach in reviewed studies. In the favored ESL/EFL research context, task-specific AI is utilized to encourage cyclical improvement with learner autonomy enhancement mainly among higher education students at intermediate level or above. Pedagogical values are possible when major SRL phases are fully practiced, even without highly autonomous AI. Future research is directed toward adaptive personalized technology by exploring the dynamic interplay between AI technologies and SRLL as educational practices under Education 4.0 principles.

人工智能技术正在重塑语言课堂,促使学生扮演灵活的角色,展示语言能力和自我调节学习(SRL)技能。大量研究探讨了必要的综合学习视角,强调了人工智能作为思维工具的适应性作用。在以人工智能为媒介的语言学习中,该技术的元认知重要性使学生能够以人工智能为伙伴进行学习,鼓励独立的批判性思维。在齐默尔曼的 SRL 模型中,人工智能作为一种思维工具被整合到一个循环过程中,以提高语言学生的战略运用能力。根据 PRISMA 协议,我们对 2000-2022 年间人工智能与自我调节语言学习(SRLL)的交叉点进行了系统回顾。研究结果凸显了人工智能不断发展的作用,主要是通过算法和系统,旨在实现微观和宏观的整合。交互式人工智能还没有完全参与到双向方向中,尽管在已审查的研究中采用了熟悉的过程方法。在ESL/EFL研究中,针对特定任务的人工智能主要用于鼓励中级或中级以上高等教育学生在提高学习自主性的同时进行循环改进。即使没有高度自主的人工智能,在充分实践 SRL 的主要阶段时,也能实现教学价值。未来的研究方向是自适应个性化技术,探索人工智能技术与 SRLL 之间的动态相互作用,将其作为教育 4.0 原则下的教育实践。
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引用次数: 0
Enjoyment begets enjoyment: An experience sampling study on the impact of L2 teacher enjoyment on EFL learners’ learning enjoyment and willingness to communicate 享受带来享受:关于 L2 教师的乐趣对 EFL 学习者的学习乐趣和交流意愿的影响的经验取样研究
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-17 DOI: 10.1016/j.system.2024.103493

While previous studies have separately explored learner and teacher emotions in the context of second or foreign language (L2) learning, their dynamic associations over time remain underexplored. Additionally, the impact of these reciprocal interplays on learners' communication intention has not been taken into scrutiny in L2 research. The present study investigated the relationships between trajectories of foreign language teaching enjoyment (FLTE), foreign language learning enjoyment (FLE), and L2 willingness to communicate (WTC). Using an experience sampling method, data were collected from 9 English instructors and 162 students over two weeks. The dynamic structural equation modeling analysis revealed significant positive changes in actual and perceived FLTE, FLE, and L2 WTC. Specifically, a reciprocal relationship was found between teacher and student enjoyment, with L2 students' high FLE levels correlating with higher L2 WTC. Although student-perceived FLTE remained stable, L2 teachers’ actual enjoyment fluctuated, being influenced by FLE and L2 WTC. Additionally, L2 WTC significantly impacted teacher enjoyment. On average, teachers with more development in FLTE had students with more development in their FLE and L2 WTC. Overall, the findings underscore the dynamic interplay between teacher and student emotions in L2 learning context and its consequent positive impact on learners' communication intentions. In closing, the findings are discussed in connection with educational theories, and implications are drawn for L2 teaching.

虽然以往的研究分别探讨了第二语言或外语(L2)学习中学习者和教师的情感,但对它们随着时间的推移而产生的动态关联仍未进行深入探讨。此外,在 L2 研究中,这些相互影响的相互作用对学习者交际意向的影响也未受到关注。本研究调查了外语教学乐趣(FLTE)、外语学习乐趣(FLE)和 L2 交际意愿(WTC)之间的关系。研究采用经验抽样法,从 9 名英语教师和 162 名学生中收集了为期两周的数据。动态结构方程模型分析表明,实际和感知的 FLTE、FLE 和 L2 WTC 都发生了显著的正向变化。具体地说,教师和学生的愉悦感之间存在互惠关系,L2 学生的 FLE 水平高与 L2 WTC 水平高相关。虽然学生感知的 FLTE 保持稳定,但受 FLE 和 L2 WTC 的影响,L2 教师的实际乐趣有所波动。此外,L2 WTC 对教师的乐趣也有显著影响。平均而言,FLTE 发展较好的教师,其学生的 FLE 和 L2 WTC 发展也较好。总之,研究结果强调了在 L2 学习情境中教师和学生情感之间的动态相互作用及其对学习者交流意图的积极影响。最后,我们结合教育理论对研究结果进行了讨论,并得出了对 L2 教学的启示。
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引用次数: 0
Metacognitive strategies, writing self-efficacy and writing anxiety in different learning modes: A two-wave longitudinal model 不同学习模式下的元认知策略、写作自我效能感和写作焦虑:两波纵向模型
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-16 DOI: 10.1016/j.system.2024.103485

Writing difficulties stemming from cognitive and emotional factors contribute to heightened levels of writing anxiety. Studies have highlighted the pivotal roles of metacognitive strategies and writing self-efficacy in predicting writing anxiety, particularly in cross-sectional analyses. However, how these constructs interact with writing anxiety in longitudinal studies remains relatively understudied. Therefore, it is essential to develop a comprehensive understanding of metacognitive strategies and self-efficacy to effectively mitigate writing anxiety for English as a foreign language (EFL) learners. We administered three questionnaires on metacognitive strategies use, writing self-efficacy, and writing anxiety to 301 participants across online and offline learning modes. We employed a two-wave longitudinal model to explore the possible temporal correlations. The findings indicated negative reciprocal correlations between the metacognitive strategies use in writing context and writing anxiety. Writing self-efficacy positively predicted metacognitive strategies use and negatively predicted writing anxiety. Writing self-efficacy did not act as a moderator in the relationship between metacognitive strategies use and writing anxiety, implying that the impact of metacognitive strategies use on anxiety levels remains consistent regardless of learners' self-efficacy. The current study offers valuable insights to EFL educators on integrating metacognitive strategies and self-efficacy to mitigate learners' writing anxiety.

源于认知和情感因素的写作困难会导致写作焦虑水平升高。研究强调了元认知策略和写作自我效能感在预测写作焦虑中的关键作用,尤其是在横向分析中。然而,在纵向研究中,这些建构如何与写作焦虑相互作用,研究相对不足。因此,全面了解元认知策略和自我效能感对于有效缓解英语作为外语(EFL)学习者的写作焦虑至关重要。我们通过在线和离线学习模式对 301 名参与者进行了元认知策略使用、写作自我效能感和写作焦虑三个方面的问卷调查。我们采用了两波纵向模型来探讨可能的时间相关性。研究结果表明,写作情境中元认知策略的使用与写作焦虑之间存在负相关。写作自我效能正向预测元认知策略的使用,负向预测写作焦虑。写作自我效能感在元认知策略的使用与写作焦虑之间没有调节作用,这意味着无论学习者的自我效能感如何,元认知策略的使用对焦虑水平的影响都是一致的。本研究为 EFL 教育工作者提供了宝贵的见解,帮助他们整合元认知策略和自我效能来减轻学习者的写作焦虑。
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引用次数: 0
Vocabulary learning in EMI courses: A longitudinal study of Chinese university students over a term EMI课程中的词汇学习:对中国大学生一个学期的纵向研究
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-15 DOI: 10.1016/j.system.2024.103479

This paper reports the results of research investigating EMI students' vocabulary gain over a term of study (10–12 weeks) at a university in China. Though vocabulary learning is usually considered by stakeholders to be an underlying goal of EMI, relatively little empirical research systematically explores EMI students' vocabulary gains. We examined EMI students' learning outcomes of receptive and productive general and academic vocabulary, as well as multi-word units. Data was collected from 114 students taking EMI courses in various subject areas using a range of vocabulary knowledge tests, including the vocabulary levels test (VLT), the productive vocabulary levels test (PVLT) and a multi-word units test. Findings reveal some significant gains in students' vocabulary knowledge but with small effect sizes. Significant vocabulary gain was found in students’ general vocabulary receptive and productive knowledge as well as in their productive academic vocabulary and knowledge of multi-word units. Their productive vocabulary knowledge was considerably lower at both data collection points, even though students showed more improvement in productive than receptive vocabulary. Greater vocabulary gains were observed in students who attended more EMI classes. The results suggest that vocabulary gain might not be taken for granted as a by-product of EMI.

本文报告了对中国一所大学的EMI学生在一个学期(10-12周)内词汇量增长情况的研究结果。虽然词汇学习通常被相关人士认为是 EMI 的基本目标,但系统地探讨 EMI 学生词汇量增长的实证研究相对较少。我们研究了 EMI 学生在接受性和生产性普通词汇、学术词汇以及多词单元方面的学习成果。我们通过一系列词汇知识测试,包括词汇水平测试(VLT)、生产性词汇水平测试(PVLT)和多词单元测试,收集了 114 名修读不同学科领域的 EMI 课程的学生的数据。研究结果表明,学生的词汇知识有了明显的提高,但效果很小。学生在一般词汇的接受性和生产性知识方面,以及在生产性学术词汇和多词单位知识方面都有显著的词汇增长。尽管学生在生产性词汇方面的进步比接受性词汇方面的进步要大,但在两个数据收集点,他们的生产性词汇知识要低得多。参加 EMI 课程较多的学生的词汇量提高幅度更大。这些结果表明,词汇量的增加并不是 EMI 的理所当然的副产品。
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引用次数: 0
English language teachers’ implementation of collaborative translanguaging 英语教师实施合作翻译语言的情况
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-14 DOI: 10.1016/j.system.2024.103488

Employing a phenomenological lens, this study investigated the lived experiences of teachers engaging in collaborative bilingual instruction, specifically focusing on their practices within a co-teaching framework. Through in-depth interviews and reflective analysis, the study aimed to shed light on how language and content teachers collaborated, the challenges they experienced, and explore professional development opportunities as informed by translanguaging pedagogies. In this regard, phenomenology is a powerful methodological tool as it allowed us to capture and capitalize on the participating teachers’ lived experiences in implementing bilingual instruction as they were engaged in co-teaching. Our findings illustrate the complexities of collaborative teaching practices in bilingual settings; thus, offering insights into how teachers adapt, grow, and (re)define their professional identities. The findings also contribute to a conceptualisation of bilingual instruction in an EFL context with a particular focus on the importance of collaborative efforts of teachers to utilize translanguaging pedagogies in their teaching. The study concludes with implications for both practice and research.

本研究采用现象学视角,调查了参与合作双语教学的教师的生活经历,特别关注他们在合作教学框架内的实践。通过深入访谈和反思分析,本研究旨在揭示语言教师和教学内容教师是如何合作的,他们所经历的挑战,以及探索翻译语言教学法所带来的专业发展机会。在这方面,现象学是一种强有力的方法论工具,因为它使我们能够捕捉和利用参与教师在共同教学过程中实施双语教学的生活经验。我们的研究结果表明了双语环境中合作教学实践的复杂性,从而为教师如何适应、成长和(重新)界定其专业身份提供了启示。研究结果还有助于在 EFL 背景下对双语教学进行概念化,并特别关注教师在教学中利用翻译语言教学法的合作努力的重要性。研究最后提出了对实践和研究的启示。
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引用次数: 0
Tracing the dynamics of motivational self-constructs across the lifespan: Tales from senior learners of English 追溯人一生中动机自我构建的动态变化:高年级英语学习者的故事
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-13 DOI: 10.1016/j.system.2024.103487

In the context of an ageing and increasingly more independent learning population, a narrative inquiry into the life stories of motivated and still active senior language users remains a promising yet unexplored area. This case study forms part of a PhD research (Darnault, 2023) on the motivational dynamics of lifelong foreign language learning (FLL) individuals. We recorded the retrospective stories of 3 exceptionally motivated French senior learners of English, aged 65 to 80, from childhood to their current learning experience. Our triangulated and multimodal approach elicited written, oral and visual data. An inductive thematic analysis first highlighted the emergence of motivational peaks, subsequently followed by the examination of clusters of self-constructs within participants’ individual time frames in light of the L2 Motivational Self System (L2MSS) framework. Results showed that upon retirement all three learners integrated language learning into their daily routine, incorporating it as an integral part of their identity and broader sense of self outside L2 domain-specific motivational constructs. A particularly unyielding hybrid L2 self emerged in later years, drawing from the combination of ought-to, ideal and anti-ought-to selves that prevailed with different degrees of intensity and interaction according to life periods.

在人口老龄化和学习独立性日益增强的背景下,对积极主动且仍然活跃的老年语言使用者的生活故事进行叙事调查,仍然是一个前景广阔但尚未开发的领域。本案例研究是一项博士研究(Darnault, 2023 年)的一部分,研究终身外语学习(FLL)者的动机动态。我们记录了 3 位年龄在 65 至 80 岁之间、学习动机特别强烈的法国老年英语学习者从童年到当前学习经历的回顾性故事。我们采用三角测量和多模态方法获取了书面、口头和视觉数据。归纳式主题分析首先突出了动机高峰的出现,随后根据 L2MSS(L2 Motivational Self System)框架,对参与者个人时间框架内的自我结构群进行了研究。结果表明,三位学习者在退休后都将语言学习融入了日常生活,将语言学习作为其身份和更广泛的自我意识的组成部分,而不局限于特定语言学习领域的动机建构。晚年出现了一种特别不屈不挠的混合型 L2 自我,这种自我来自 "应该的自我"、"理想的自我 "和 "反应该的自我 "的组合。
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引用次数: 0
The role of context in the word family debate 语境在词族辩论中的作用
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-11 DOI: 10.1016/j.system.2024.103453

There has been debate regarding how to define the lexical unit for the receptive skills, with different levels of inclusiveness being possible depending on learner proficiency and pedagogical or research purpose. The most frequently-used definitions for L2 reading are the lemma, flemma, and Bauer and Nation's (1993) level-6 word family (WF6). When WF6 is used, it is assumed that if one family member is known, unfamiliar members can be understood when encountered in meaningful contexts. Past investigations of this assumption have been criticized for assessing knowledge of morphologically-related words only in isolation or in sentence-length contexts. The present study addressed this concern by examining Japanese university students' ability to understand related words in isolation, in limited-context sentences, and in page-length passages. The relationship between baseword and derivational form knowledge was weak, and the level of contextualization had little effect on this relationship. These findings corroborate past findings and support the use of limited-context assessment in research on the word family and the relationship between vocabulary and reading.

关于如何定义接受能力的词汇单位一直存在争议,根据学习者的水平和教学或研究目的,可以有不同程度的包容性。在 L2 阅读中,最常用的定义是词目、词组以及 Bauer 和 Nation(1993 年)的六级词族(WF6)。在使用 WF6 时,假定如果已知一个词族成员,那么在有意义的语境中遇到不熟悉的成员时就能理解。过去对这一假设的研究受到了批评,因为它只评估孤立的或句子长度语境中的词形相关词的知识。本研究通过考察日本大学生在孤立语境、有限语境句子和篇幅段落中理解相关词的能力,解决了这一问题。基词和派生形式知识之间的关系很弱,语境水平对这种关系的影响很小。这些发现证实了以往的研究结果,并支持在词族和词汇与阅读关系的研究中使用有限语境评估。
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引用次数: 0
Factors impeding implementing CALL-based instruction: A mixed-methods study 阻碍实施基于 CALL 的教学的因素:混合方法研究
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-11 DOI: 10.1016/j.system.2024.103461

As an innovative approach to language pedagogy, Computer-Assisted Language Learning (CALL) research has been gaining traction in recent decades. However, the novel incorporation of technology in the classroom context presents some unique challenges unprecedented in conventional language learning contexts. The present study is an attempt at identifying the factors prohibiting the successful implementation of CALL, with particular attention on the context of Iran. To this end, an exploratory mixed-methods sequential design was adopted. Fifteen Iranian EFL instructors were interviewed and the data were analyzed through thematic analysis. Built upon the findings of the interviews, a questionnaire was developed to assess the generalizability of the interview findings. The 33-item questionnaire was developed and distributed online among 200 EFL teachers. It was revealed that certain factors, including EFL teachers and learners' knowledge of computers, cultural and religious background, institutional support policy, and human factors such as learners' learning style and age could hinder the successful incorporation of CALL in language learning contexts. Principal Component Analysis (PCA) confirmed the generalizability of the identified prohibitive factors. The findings are discussed under the light of Rogers’ (2003)Diffusion of Innovation Theory (DIT) to further contextualize the implications of the study for macro- and micro-level policymakers, curriculum developers, and language teachers.

作为语言教学法的一种创新方法,计算机辅助语言学习(CALL)研究在近几十年来日益受到重视。然而,在课堂教学中融入新技术带来了一些在传统语言学习环境中前所未有的独特挑战。本研究试图找出阻碍 CALL 成功实施的因素,并特别关注伊朗的情况。为此,本研究采用了探索性混合方法序列设计。对 15 名伊朗 EFL 教师进行了访谈,并通过主题分析法对数据进行了分析。在访谈结果的基础上,编制了一份调查问卷,以评估访谈结果的可推广性。我们编制了 33 个项目的调查问卷,并在网上向 200 名 EFL 教师发放。结果显示,某些因素(包括 EFL 教师和学习者对计算机的了解程度、文化和宗教背景、机构支持政策以及学习者的学习风格和年龄等人为因素)可能会阻碍 CALL 在语言学习环境中的成功应用。主成分分析(PCA)证实了所发现的阻碍因素的普遍性。研究结果将根据罗杰斯(2003)的创新扩散理论(DIT)进行讨论,以进一步阐明本研究对宏观和微观层面的政策制定者、课程开发者和语言教师的影响。
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引用次数: 0
Designing a task-based conversational agent for EFL in German schools: Student needs, actions, and perceptions 为德国学校的英语语言教学设计基于任务的会话代理:学生的需求、行动和看法
IF 4.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-11 DOI: 10.1016/j.system.2024.103460

As part of an iterative evaluation process incorporating student stakeholders within a task-based language teaching (TBLT) framework, we examine the design and early learner data of a conversational agent for English as a foreign language (EFL) in the German school context. Students (around age 12 and at an A2 proficiency level) from three 7th grade classes interacted with five tasks and completed a questionnaire assessing their needs and perceptions. Results of the needs analysis revealed that most students speak some English outside of class and that they wish for tasks targeting both authentic and curricular needs. The interaction logs showed a strong preference for typing over speaking and moderate automatic speech recognition (ASR) accuracy for the spoken interactions. Differing rates of task success and interest between the five tasks confirmed the importance of task characteristics. Despite some noted limitations, student perceptions were largely positive, with the tasks appearing more fun and more challenging for students who speak less English outside of class. Overall, our findings highlight the promise and challenges of designing a task-based conversational agent for the school EFL classroom, offering insights into balancing pedagogical and technological design, the demands of official curricula, and students’ authentic needs.

作为在任务型语言教学(TBLT)框架内将学生利益相关者纳入迭代评估过程的一部分,我们研究了德国学校英语作为外语(EFL)的会话代理的设计和早期学习者数据。来自三个七年级班级的学生(12 岁左右,水平在 A2 级左右)与五个任务进行了互动,并填写了一份问卷,对他们的需求和看法进行了评估。需求分析结果显示,大多数学生在课外会说一些英语,他们希望任务既能满足真实需求,又能满足课程需求。互动日志显示,打字比口语更受欢迎,口语互动的自动语音识别(ASR)准确率适中。五项任务之间不同的任务成功率和兴趣证实了任务特征的重要性。尽管存在一些明显的局限性,但学生的看法基本上是积极的,对于课外英语水平较低的学生来说,这些任务似乎更有趣、更具挑战性。总之,我们的研究结果凸显了为学校 EFL 课堂设计基于任务的会话代理的前景和挑战,为平衡教学和技术设计、官方课程要求和学生的真实需求提供了启示。
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引用次数: 0
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