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AI-driven sentiment analysis for mitigating foreign language anxiety (FLA) in EAP: A proof-of-concept study 人工智能驱动的情感分析在EAP中减轻外语焦虑:一项概念验证研究
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-02-11 DOI: 10.1016/j.jeap.2026.101644
Fabio Cangero
Foreign Language Anxiety (FLA) is a persistent affective barrier in English for Academic Purposes (EAP), yet little research has examined how artificial intelligence (AI) might support learners emotionally. This article presents a proof-of-concept study investigating the feasibility of using AI-driven sentiment analysis to identify and mitigate FLA. A small Padlet-based corpus of student reflections (n = 41) was analysed using GPT-4-based sentiment classification, followed by an AI-mediated reframing activity completed by a volunteer sub-sample of learners (n = 14). Rather than making generalisable empirical claims, the study explores the potential and limitations of large language models as tools for affective scaffolding. Results indicate that students frequently express mixed emotions, combining anxiety with hope and motivation, and that AI-supported reframing may promote short-term reassurance and increased confidence. The paper discusses methodological and ethical considerations and outlines how affect-aware AI tools could be meaningfully integrated into EAP pedagogy.
外语焦虑(FLA)是学术英语(EAP)中持续存在的情感障碍,但很少有研究探讨人工智能(AI)如何在情感上支持学习者。本文提出了一项概念验证研究,调查使用人工智能驱动的情感分析来识别和减轻FLA的可行性。使用基于gpt -4的情感分类分析了一个基于小板的学生反思语料库(n = 41),随后由学习者志愿者子样本(n = 14)完成了人工智能介导的重构活动。该研究没有提出可推广的经验主张,而是探索了大型语言模型作为情感脚手架工具的潜力和局限性。结果表明,学生们经常表达复杂的情绪,将焦虑与希望和动力结合起来,人工智能支持的重构可能会促进短期的安心和增强信心。本文讨论了方法和伦理方面的考虑,并概述了如何将情感感知人工智能工具有意义地集成到EAP教学法中。
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引用次数: 0
EAP in a changing world: Towards a new research agenda 变化世界中的EAP:迈向新的研究议程
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-02-12 DOI: 10.1016/j.jeap.2026.101647
Feng Kevin Jiang , Ken Hyland
English for Academic Purposes (EAP) has evolved from its beginnings as a pragmatic branch of English language teaching into a mature, interdisciplinary field concerned with the linguistic mediation of knowledge. While continuing to play a crucial role in the higher education of students around the world, contemporary developments have radically reconfigured the conditions of academic communication in which it operates. English now functions within a global-digital-plural ecosystem characterised by multilingual practices, multimodal genres, and algorithmic mediation. These changes present EAP with new theoretical and pedagogical challenges that extend beyond language description or skills instruction, demanding critical engagement with the ethical, technological, and epistemic dimensions of academic literacy. This paper proposes that we need a new research agenda for EAP that addresses three intersecting domains: the impact of artificial intelligence on academic writing and authorship; the diversification of academic communication in a globalised and open-science environment; and the implications of disciplinary hybridity and epistemic pluralism for pedagogy and research. In doing so, it positions EAP as a critical and epistemic discipline central to understanding how language, technology, and knowledge co-evolve and operate in the contemporary academy.
学术英语(EAP)已经从一开始作为英语教学的一个语用分支发展成为一个成熟的跨学科领域,关注知识的语言中介。在继续在世界各地学生的高等教育中发挥关键作用的同时,当代的发展已经从根本上重新配置了学术交流的运作条件。英语现在在一个以多语言实践、多模态体裁和算法调解为特征的全球数字多元生态系统中发挥作用。这些变化给EAP带来了新的理论和教学挑战,这些挑战超越了语言描述或技能指导,要求对学术素养的伦理、技术和认知维度进行批判性的参与。本文提出,我们需要一个新的EAP研究议程,以解决三个交叉领域:人工智能对学术写作和作者身份的影响;全球化和开放科学环境下学术交流的多样化以及学科混杂性和认知多元主义对教育学和研究的启示。在此过程中,它将EAP定位为理解语言、技术和知识如何在当代学术界共同发展和运作的关键和认识论学科。
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引用次数: 0
AI-generated feedback in an EAP writing classroom: The collaborative process of feedback, uptake, and revision quality EAP写作课堂中人工智能生成的反馈:反馈、吸收和修订质量的协作过程
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-02-27 DOI: 10.1016/j.jeap.2026.101639
Sanghee Kang , Minkyung Kim
This study examined how EAP learners collaboratively engage with AI-generated feedback on co-constructed texts and to explore how learner engagement with AI-generated feedback influences their uptake behaviors and subsequent individual revisions. Thirty-seven university-level EFL students from two intact EAP writing classes completed two collaborative writing tasks in pairs and received ChatGPT's feedback on their co-constructed texts. They then collaboratively reviewed the feedback and independently produced individual texts on the same prompts.
To examine learner engagement with AI-generated feedback, transcribed peer interactions were analyzed in terms of engagement level. To assess influencing factors, learner perceptions of usefulness of AI feedback and feedback-related factors (i.e., ChatGPT's feedback category and linguistic focus) were also analyzed. Revision quality was evaluated in terms of lexical sophistication, syntactic complexity, and overall accuracy. A generalized linear mixed-effects model and linear mixed-effects models were used to examine uptake behaviors and revision quality, respectively.
Results indicated that learners exhibited varying levels of engagement with AI-generated feedback, from extensive discussion to limited acknowledgement. Higher engagement and more positive perceptions of AI feedback were associated with greater successful uptake. Additionally, greater engagement predicted higher lexical sophistication in revisions, while correct uptake was linked to increased syntactic complexity and greater overall accuracy. Implications of these findings are discussed in terms of implementing AI-generated feedback in EAP instruction.
本研究考察了EAP学习者如何协同参与人工智能生成的对共同构建文本的反馈,并探索学习者参与人工智能生成的反馈如何影响他们的学习行为和随后的个人修改。来自两个完整的EAP写作班的37名大学水平的英语学生完成了两个合作写作任务,并收到了ChatGPT对他们共同构建的文本的反馈。然后,他们共同审查反馈,并根据相同的提示独立编写单独的文本。为了检验学习者对人工智能生成的反馈的参与程度,根据参与程度分析了转录的同伴互动。为了评估影响因素,还分析了学习者对人工智能反馈有用性的感知以及与反馈相关的因素(即ChatGPT的反馈类别和语言焦点)。根据词汇复杂度、句法复杂度和总体准确性来评估修订质量。使用广义线性混合效应模型和线性混合效应模型分别检验摄取行为和复习质量。结果表明,学习者对人工智能生成的反馈表现出不同程度的参与,从广泛的讨论到有限的承认。更高的参与度和对人工智能反馈的更积极的看法与更大的成功吸收有关。此外,更多的参与预示着更高的词汇复杂性,而正确的理解与句法复杂性和整体准确性的提高有关。在EAP教学中实施人工智能生成的反馈方面,讨论了这些发现的含义。
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引用次数: 0
In this BALEAP news item, four members of the Teacher Education in EAP SIG share their reflections on the work of the SIG over the past five years 在这篇BALEAP新闻中,EAP教师教育小组的四位成员分享了他们对过去五年教师教育小组工作的反思
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-02-19 DOI: 10.1016/j.jeap.2026.101654
Angeliki Apostolidou , Stella Bunnag , Lindsay Knox , Carole MacDiarmid
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引用次数: 0
Customising chatbots for writing development: Anticipating semiotic mediation with the theoretical architecture of systemic functional linguistics 为写作开发定制聊天机器人:用系统功能语言学的理论架构预测符号学中介
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-02-13 DOI: 10.1016/j.jeap.2026.101646
Lucy Macnaught
This conceptual paper provides a social semiotic perspective on GenAI technologies in English for Academic Purposes contexts. It focuses on the process of customising AI chatbots to steer how an LLM responds. Through discussing two customised chatbots for Master's of Nursing Science students who are writing research proposals, the paper argues that the theoretical framework of Systemic Functional Linguistics is ideal for chatbot design. Examples use Cogniti software to show how EAP teachers can custom design a chatbot with minimal coding. These examples illustrate how SFL informs decisions about the scope of customised chatbots and the metalanguage within system messages. The discussion of system messages focuses on the challenge of creating consistency with how customised chatbots identify and describe the function of language features when generating feedback messages. The paper argues that this metalanguage should correspond to the metalanguage which students experience in face-to-face teaching and learning as well as online materials. Such continuity involves principled choices about where AI is integrated in teaching and learning sequences. It also involves clarity about the knowledge that students are expected to apply during ‘conversations’ with AI. In this regard, the paper draws attention to a social semiotic reading of Vygotsky's semiotic mediation. It argues that anticipating what is mediated is crucial for the process of customising a chatbot and making new knowledge visible to our students.
这篇概念性的论文从社会符号学的角度对学术英语中的基因人工智能技术进行了研究。它专注于定制人工智能聊天机器人的过程,以指导法学硕士如何回应。通过讨论两个定制的聊天机器人护理科学硕士学生写研究计划,本文认为系统功能语言学的理论框架是理想的聊天机器人设计。示例使用Cogniti软件来展示EAP教师如何使用最少的代码定制设计聊天机器人。这些示例说明了SFL如何通知有关自定义聊天机器人范围和系统消息中的元语言的决策。系统消息的讨论主要集中在与定制聊天机器人在生成反馈消息时如何识别和描述语言特征的功能创建一致性的挑战上。本文认为,这种元语言应该与学生在面对面教学和网络材料中所体验到的元语言相对应。这种连续性涉及人工智能在教学和学习序列中的整合原则选择。它还包括明确学生在与人工智能“对话”时应该应用的知识。在这方面,本文提请注意对维果茨基的符号学调解的社会符号学解读。它认为,在定制聊天机器人和让学生看到新知识的过程中,预测被调解的内容至关重要。
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引用次数: 0
Inclusive pedagogies and practices of English for Academic Purposes (EAP) in higher education (HE): An exploratory survey-based study 高等教育学术英语的全纳教学法与实践:一项探索性调查研究
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-02-11 DOI: 10.1016/j.jeap.2026.101649
A. Bakogiannis , S. Lorrimer , E. Papavasiliou
Inclusion has become a defining marker of quality and equity in higher education (HE), yet its operationalisation in English for Academic Purposes (EAP) teaching remains underexplored. This paper presents the first empirical phase of a multi-stage BALEAP-funded project investigating inclusive teaching practices in EAP. Using an exploratory qualitative survey of 23 EAP practitioners across diverse institutional roles and global contexts, the study captures how inclusion is understood, enacted, and constrained within English-medium HE environments. Thematic analysis identified two overarching domains: barriers to inclusion, including limited awareness and training, prescriptive curricula, lack of diversity consideration, time constraints, and prohibitive course costs, and approaches to inclusion, encompassing differentiated instruction, culturally responsive pedagogy, reflective practice, personalised learning, and cooperative, student-centred engagement. Findings reveal that while inclusivity is widely endorsed as an ethical and pedagogical imperative, its translation into practice is hindered by structural and institutional limitations. EAP educators often navigate tensions between linguistic rigour and equity, highlighting the need for systemic frameworks that recognise inclusivity as a core professional competency rather than an optional enhancement. The study contributes novel empirical evidence by translating existing inclusion theory into an EAP context and extending the focus from individual practices to an organisational ethos, thereby providing a diagnostic foundation for subsequent project phases that develop practical and policy-oriented recommendations. It argues that meaningful inclusion requires coordinated institutional action aligning policy, curriculum, and professional development to position linguistic and cultural diversity as drivers of educational excellence rather than challenges to be managed.
包容性已经成为高等教育(HE)质量和公平的决定性标志,但其在学术英语(EAP)教学中的运作仍未得到充分探索。本文介绍了一个由baleap资助的多阶段项目的第一个实证阶段,该项目调查了EAP的包容性教学实践。通过对23名不同机构角色和全球背景下的EAP从业者进行探索性定性调查,该研究捕捉了在英语媒介的高等教育环境中如何理解、实施和约束包容性。专题分析确定了两个主要领域:包容性的障碍,包括意识和培训有限、课程规范、缺乏对多样性的考虑、时间限制和高昂的课程成本;以及包容性的方法,包括差异化教学、文化响应教学法、反思性实践、个性化学习和以学生为中心的合作参与。调查结果显示,虽然包容性被广泛认可为道德和教学上的必要条件,但其转化为实践却受到结构性和制度性限制的阻碍。EAP教育者经常在语言的严谨性和公平性之间寻找平衡,强调需要建立系统框架,将包容性视为核心专业能力,而不是可选的增强。该研究通过将现有的包容理论转化为EAP背景,并将重点从个人实践扩展到组织精神,从而为后续项目阶段提供诊断基础,从而制定实用和政策导向的建议,从而提供新的经验证据。报告认为,有意义的包容需要协调一致的机构行动,使政策、课程和专业发展保持一致,将语言和文化多样性定位为卓越教育的驱动力,而不是需要应对的挑战。
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引用次数: 0
Impacts of AI-enhanced task-based learning on EFL postgraduates’ higher order thinking skills and English academic writing self-efficacy 人工智能增强任务型学习对英语研究生高阶思维技能和英语学术写作自我效能感的影响
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-02-16 DOI: 10.1016/j.jeap.2026.101652
Lijie Hao , Shahazwan Mat Yusoff , Kun Tian
This study investigates how AI-enhanced task-based learning (AI-TBL) affects postgraduate EFL students' higher-order thinking skills (HOTS) and academic writing self-efficacy (SEF) compared with traditional task-based learning (TBL). Guided by constructivist learning theory, a 14-week quasi-experimental design was implemented with 168 postgraduate participants from various disciplines, all enrolled in an English for Academic Purposes (EAP) course at a Chinese university. The experimental group engaged in AI-enhanced instruction via the Yuketang platform, integrating AI-adaptive prompting, AI-generative feedback and AI-supported collaboration, while the control group followed conventional TBL without AI. Data were analyzed using MANCOVA, ANCOVA, and Epistemic Network Analysis (ENA). Findings revealed that AI-TBL significantly improved students’ critical thinking and problem-solving abilities, though its impact on creativity was limited. In academic writing self-efficacy, notable gains emerged in linguistic knowledge, information organization, writing performance, and self-regulation, whereas rehearsal and memory efficacy remained unchanged. The Epistemic Network Analysis (ENA) results reveal that AI-TBL fostered denser interconnections between HOTS and SEF, forming a cohesive structure linking critical thinking, problem-solving, linguistic confidence, and metacognitive control. However, the impact on creativity and rehearsal-memory efficacy was minimal. The study contributes to understanding how AI scaffolding facilitates the relationship between HOTS and SEF in task-based pedagogy, supporting deeper engagement and metacognitive control. Implications for AI-enhanced EAP instruction emphasize the balance between technological adaptivity and human-guided creativity and reflection.
本研究探讨了人工智能增强的任务型学习(AI-TBL)与传统的任务型学习(TBL)相比如何影响研究生英语学生的高阶思维技能(HOTS)和学术写作自我效能感(SEF)。本研究以建构主义学习理论为指导,对168名研究生进行了为期14周的准实验设计,这些研究生均来自不同学科,均参加了一所中国大学的学术英语课程。实验组通过育可堂平台进行人工智能增强教学,整合人工智能自适应提示、人工智能生成反馈和人工智能支持协作,对照组采用常规TBL,不使用人工智能。使用MANCOVA、ANCOVA和认知网络分析(ENA)对数据进行分析。研究结果显示,AI-TBL显著提高了学生的批判性思维和解决问题的能力,但对创造力的影响有限。学术写作自我效能在语言知识、信息组织、写作表现和自我调节方面有显著提高,而排练和记忆效能没有变化。认知网络分析(ENA)结果显示,AI-TBL在HOTS和SEF之间培养了更紧密的联系,形成了一个连接批判性思维、解决问题、语言自信和元认知控制的内聚结构。然而,对创造力和排练记忆效率的影响很小。该研究有助于理解人工智能脚手架如何促进任务型教学法中HOTS和SEF之间的关系,从而支持更深层次的参与和元认知控制。对人工智能增强的EAP教学的影响强调了技术适应性与人类引导的创造力和反思之间的平衡。
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引用次数: 0
Integrating a diachronic perspective into the teaching of academic discourse acts: A case study of graphic data commentary 将历时性视角融入学术话语行为教学:以图形数据评论为例
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2025-12-08 DOI: 10.1016/j.jeap.2025.101615
Lei Zhang, Rui Jiang
This study explores the value of adding a diachronic perspective to EAP pedagogy, which is illustrated with a case study that incorporated diachronic changes of the discourse act of graphic data commentary into its teaching. A four-step teaching procedure was implemented in a one-semester academic English writing course for EFL learners. It was found that adding the diachronic content into the teaching process can enhance learners’ awareness of the historical changes in academic language, which in turn assists them to fulfill EAP reading/writing tasks situated in different historical periods.
本研究探讨了在EAP教学中加入历时性视角的价值,并通过将图形数据评论话语行为的历时性变化纳入其教学的案例研究来说明这一点。在一学期的学术英语写作课程中实施了四步教学法。研究发现,在教学过程中加入历时性内容可以增强学习者对学术语言历史变化的认识,从而有助于学习者完成不同历史时期的EAP阅读/写作任务。
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引用次数: 0
Guided and unguided GenAI tasks for learning academic spoken collocations 用于学习学术口语搭配的引导和非引导GenAI任务
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-01-23 DOI: 10.1016/j.jeap.2026.101638
Valentina Morgana, Francesca Poli
This study investigates the impact of AI-assisted task-based language teaching (TBLT) on the acquisition of academic English collocations in spoken discourse. While TBLT has been widely studied, its application to spoken academic collocations remains under-researched. The objectives are (1) to examine whether guided use of a generative AI tool with structured activities enhances collocation learning more effectively than unguided interactions, and (2) to compare AI-assisted instruction with traditional, technology-mediated, non-AI-based approaches in fostering collocational competence. A specialised list of academic spoken collocations was used to inform task design and to identify collocations in learner outputs. Seventy-five B2-level university students in foreign language programs were randomly assigned to one of three groups: an unguided group engaging in open-ended discussions with ChatGPT, a guided group completing structured tasks with AI, and a control group receiving non-AI-based instruction. For the analysis, a subset of 37 participants was examined after data cleaning, producing 259 observations and an average of 8500 words per student. A pretest–posttest design with a delayed posttest was used to assess short- and long-term learning gains, and participant–AI outputs were analysed using linear mixed-effects models. Results indicate that learners in both AI-supported conditions showed higher frequency and accuracy of academic spoken collocations than the non-AI control group. Generally, the unguided interaction with AI was linked to more frequent and accurate use of collocations. Overall, the findings suggest that generative AI can support the development of academic spoken collocations in task-based EAP instruction, highlighting the importance of task design and learner engagement.
本研究探讨了人工智能辅助任务型语言教学(TBLT)对口语篇章中学术英语搭配习得的影响。虽然任务型教学已经得到了广泛的研究,但其在口语学术搭配中的应用研究仍然不足。研究的目标是:(1)研究在指导下使用具有结构化活动的生成式人工智能工具是否比无指导的交互更有效地增强搭配学习,以及(2)在培养搭配能力方面,将人工智能辅助教学与传统的、技术介导的、非人工智能方法进行比较。一个专门的学术口语搭配列表被用来为任务设计提供信息,并确定学习者输出中的搭配。75名学习外语课程的b2级大学生被随机分为三组:一组没有指导,使用ChatGPT进行开放式讨论;一组有指导,使用人工智能完成结构化任务;另一组接受非人工智能指导。为了进行分析,在数据清理后,对37名参与者的一个子集进行了检查,产生了259个观察结果,平均每个学生8500个单词。采用带有延迟后测的前测-后测设计来评估短期和长期学习收益,并使用线性混合效应模型分析参与者-人工智能输出。结果表明,在人工智能支持的两种条件下,学习者比非人工智能对照组表现出更高的学术口语搭配频率和准确性。一般来说,与人工智能的无指导互动与更频繁、更准确地使用搭配有关。总体而言,研究结果表明,生成式人工智能可以支持基于任务的EAP教学中学术口语搭配的发展,突出了任务设计和学习者参与的重要性。
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引用次数: 0
From English to ESAP: Probing the boundary-crossing experience of a language teacher in a Chinese university 从英语到ESAP:中国大学语言教师的跨界经验探讨
IF 3.4 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-03-01 Epub Date: 2026-01-24 DOI: 10.1016/j.jeap.2026.101637
Kailun Wang , Luxin Yang , Rui Yuan
This qualitative case study focuses on the boundary-crossing experience of an English teacher during an institutional curriculum reform in a Chinese university. It collected multiple sources of data, including semi-structured interviews, classroom observations, and artifacts (e.g., policy documents and teaching materials). Data analysis shows that Helen's (pseudonym) boundary-crossing experiences in course teaching and academic research through learning mechanisms in terms of identification, coordination, reflection, and transformation. During Helen's boundary crossing, various factors at personal, interpersonal, and institutional levels positioned her as a boundary broker while also inducing tensions and challenges. The study illustrates how language teachers utilize learning mechanisms to transform their habitual ways of sense-making and reconstruct professional identities during boundary-crossing experiences. It also contributes to our understanding of teachers' boundary crossing as a multilevel, non-linear, complex, and sometimes stakes-laden practice. The study provides practical recommendations for language teachers' professional development and curriculum reforms.
本定性个案研究聚焦于中国大学制度课程改革中一名英语教师的跨界经历。它收集了多种数据来源,包括半结构化访谈、课堂观察和人工制品(如政策文件和教材)。数据分析表明,Helen(化名)在课程教学和学术研究中的跨界经历是通过学习机制在识别、协调、反思、转化等方面进行的。在海伦跨越边界的过程中,个人、人际和制度层面的各种因素将她定位为边界经纪人,同时也引发了紧张和挑战。本研究说明了语言教师如何利用学习机制,在跨界体验中转变其习惯性的意义构建方式,重构职业身份。这也有助于我们理解教师的跨界是一个多层次的、非线性的、复杂的、有时充满风险的实践。本研究为语言教师的专业发展和课程改革提供了切实可行的建议。
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引用次数: 0
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Journal of English for Academic Purposes
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