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Potentials and pitfalls of Google Gemini in writing: Implications for educators 双子座在写作方面的潜力和陷阱:对教育者的启示
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 Epub Date: 2025-05-31 DOI: 10.1016/j.asw.2025.100955
Hieu Manh Do
Recent developments in artificial intelligence (AI) have led to the emergence of chatbots as an effective tool for language learning. One such tool is Google Gemini, which engages writers and researchers in natural and human-like interactive experiences. Google Gemini offers significant benefits for improving efficiency and collaboration in academic writing but also presents challenges related to accuracy, ethical considerations, and potential impacts on writer creativity. Thus, this tech review aims to explore the potential benefits and limitations of Google Gemini in writing. This review also concludes with recommendations for writing instructors and suggestions for future researchers in the field.
人工智能(AI)的最新发展导致聊天机器人作为语言学习的有效工具出现。谷歌Gemini就是这样一个工具,它让作家和研究人员参与到自然的、类似人类的互动体验中。双子座为提高学术写作的效率和协作提供了显著的好处,但也提出了与准确性、道德考虑和对作者创造力的潜在影响相关的挑战。因此,这篇技术评论旨在以书面形式探讨谷歌Gemini的潜在优势和局限性。本文还总结了对写作教师的建议和对未来该领域研究人员的建议。
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引用次数: 0
Toward the fair and valid use of curriculum-based measurement for students with intensive writing needs and linguistically diverse backgrounds 为具有强烈写作需求和不同语言背景的学生公平有效地使用基于课程的测量方法
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 Epub Date: 2025-05-06 DOI: 10.1016/j.asw.2025.100948
Seohyeon Choi, Kristen L. McMaster, Nana Kim
Curriculum-based measurement (CBM) is a valuable method for assessing students with intensive learning needs, including writing. However, research on English writing CBMs has paid insufficient attention to linguistic diversity, especially among young or beginning writers, raising questions about the validity of CBMs in evaluating multilingual students’ early writing development in English. The purpose of this study was to evaluate the measurement invariance of Word Dictation, a CBM writing task measuring English transcription skills at the word level, across multilingual and English-monolingual students with intensive writing needs in the U.S. Using data from 349 students, primarily in Grades 1–3, we evaluated measurement invariance at both item and assessment levels. Using different scoring metrics and various analytical methods, results revealed a few items as potentially displaying differential item functioning. Results also showed that, at the assessment level, Word Dictation did not function differently across the two student groups. The findings provide important evidence supporting the measure’s validity, fairness, and its CBM Stage 1 technical adequacy. We discuss the limitations of the study, along with future research directions and implications for educators using Word Dictation to serve linguistically diverse students requiring intensive support in developing English writing skills.
基于课程的测量(CBM)是一种有价值的方法来评估学生的强化学习需求,包括写作。然而,关于英语写作信任措施的研究对语言多样性的关注不够,特别是对年轻或初学写作的作家,这使得信任措施在评估多语种学生早期英语写作发展方面的有效性受到质疑。本研究的目的是评估单词听写的测量不变性。单词听写是一项测量单词水平英语转录技能的CBM写作任务,在美国有大量写作需求的多语和英语单语学生中,我们使用来自349名学生的数据,主要是1-3年级的学生,我们评估了项目和评估水平的测量不变性。使用不同的评分指标和各种分析方法,结果显示一些项目可能显示不同的项目功能。结果还表明,在评估水平上,单词听写在两个学生组之间的功能没有差异。研究结果提供了重要的证据,支持该措施的有效性、公平性及其CBM阶段1技术充分性。我们讨论了这项研究的局限性,以及未来的研究方向和对使用单词听写来服务语言多样化的学生的教育工作者的启示,这些学生需要加强英语写作技能的支持。
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引用次数: 0
A mixed-methods approach to English-L1 teachers’ implementation of written feedback in EFL classrooms 英语-母语教师在英语课堂中实施书面反馈的混合方法
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 Epub Date: 2025-03-22 DOI: 10.1016/j.asw.2025.100935
Xiaolong Cheng , Jinfen Xu
While there are copious studies investigating teacher written feedback in L2 writing contexts, much remains to be discovered about how English-L1 teachers enact this practice in EFL classrooms. To fill this gap, employing a mixed-methods approach, this study collected data from multiple sources including questionnaires, semi-structured interviews, students’ writing samples, stimulated recalls, and documents to examine such teachers’ implementation of written feedback and influencing factors in Chinese tertiary EFL settings. The results of survey study were generally in line with those of in-depth study in terms of feedback scope, strategy, and focus, but differences emerged in feedback orientation. Furthermore, both the quantitative and qualitative results found that the teachers’ provision of written feedback was mediated by a synthesis of factors related to teachers, students, and contexts. Important pedagogical implications are also discussed.
虽然有大量的研究调查了教师在第二语言写作背景下的书面反馈,但关于英语- l1教师如何在英语课堂上实施这种做法,还有很多有待发现。为了填补这一空白,本研究采用混合方法,从多个来源收集数据,包括问卷调查,半结构化访谈,学生写作样本,刺激回忆和文件,以检查这些教师在中国高等英语环境中实施书面反馈和影响因素。调查研究结果在反馈范围、反馈策略、反馈重点等方面与深度研究结果基本一致,但在反馈取向方面存在差异。此外,定量和定性结果都发现,教师提供书面反馈是由教师、学生和情境相关因素综合介导的。重要的教学意义也进行了讨论。
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引用次数: 0
The relationship between executive functions, source use, and integrated writing performance 执行功能、来源使用与综合写作表现之间的关系
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 Epub Date: 2025-03-26 DOI: 10.1016/j.asw.2025.100936
Xian Liao , Pengfei Zhao , Zicheng Li
An accurate assessment of writing relies on a thorough understanding of its underlying processes and related factors. While integrated writing (IW) is crucial for students’ academic success and future career development, the factors influencing performance in such complex tasks remain under scientific investigation. In particular, although the core role of source use in completing IW tasks is widely acknowledged, we still need to explore factors that could facilitate writers’ effective use of sources. While recent studies have highlighted the critical role of executive functions (EFs)—such as working memory, inhibition, and cognitive flexibility—during writing activities, the exact influence of these foundational cognitive skills on source use and IW performance remains unclear. To this end, this study recruited 233 secondary students in Hong Kong to complete a set of standardized EF tasks and a Chinese reading-to-write IW task. The students’ written products were analyzed regarding the use of content ideas and linguistic transformation based on source materials. We found that visual-spatial working memory had a significant direct effect on IW performance. Two critical aspects of source use—ideas from sources and near copy—mediated the relationship between EF skills and IW performance. These findings contribute to our understanding of the role of EF skills in complex IW tasks. We highlight the implications of our results for the assessment, teaching, and learning of integrated writing.
对写作的准确评价依赖于对其潜在过程和相关因素的透彻理解。虽然综合写作对学生的学业成功和未来的职业发展至关重要,但在如此复杂的任务中影响表现的因素仍有待科学研究。尤其值得一提的是,虽然出处使用在完成新闻写作任务中的核心作用已得到广泛认可,但我们仍然需要探索能够促进作者有效使用出处的因素。虽然最近的研究强调了执行功能(EFs)的关键作用,如工作记忆、抑制和认知灵活性,在写作活动中,这些基本的认知技能对来源使用和IW表现的确切影响尚不清楚。为此,本研究招募了233名香港中学生完成一套标准化的EF任务和一项中文读写任务。分析学生的书面作品,内容思想的使用和基于源材料的语言转换。我们发现视觉空间工作记忆对IW表现有显著的直接影响。来源使用的两个关键方面——来自来源的想法和接近复制——介导了英语学习技能和IW绩效之间的关系。这些发现有助于我们理解EF技能在复杂IW任务中的作用。我们强调了我们的结果对综合写作的评估、教学和学习的影响。
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引用次数: 0
Using ChatGPT to facilitate vocabulary learning in continuation writing assessment tasks 在继续写作评估任务中使用ChatGPT促进词汇学习
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 Epub Date: 2025-05-28 DOI: 10.1016/j.asw.2025.100952
Fengkai Liu , Xiaofei Lu , Tan Jin
Research has shown that continuation writing assessment tasks place considerable demands on tester-takers’ vocabulary, especially in constructing coherent story plots and employing vivid language. Traditionally, learners have limited access to model continuations, and teacher feedback on vocabulary usage often falls short of guiding learners in selecting and using diverse words appropriate for specific contexts. To address these challenges, this paper introduces a ChatGPT-assisted platform designed to facilitate the learning of the meanings, functions, and usage of frequent core words in continuation writing assessment tasks. We further explore the pedagogical possibilities of this platform and discuss its limitations and implications for future research.
研究表明,继续写作测试任务对考生的词汇量提出了相当高的要求,特别是在构建连贯的故事情节和使用生动的语言方面。传统上,学习者对模型延续的访问有限,教师对词汇使用的反馈往往不能指导学习者选择和使用适合特定上下文的不同词汇。为了解决这些挑战,本文介绍了一个chatgpt辅助平台,旨在促进继续写作评估任务中频繁核心词的含义,功能和使用的学习。我们进一步探讨了该平台的教学可能性,并讨论了其局限性和对未来研究的影响。
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引用次数: 0
Promoting cognitive engagement with peer feedback through peer review training: The case of Chinese tertiary-level EFL learners 通过同伴评议培训促进认知参与:以中国大专英语学习者为例
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 Epub Date: 2025-05-08 DOI: 10.1016/j.asw.2025.100947
Jia He , Jun Xia , Chun-mei Zhang , Jian-nan Liu
Peer review training is reported as an important scaffolding for students’ peer review practices in second language (L2) writing research, yet its effect on L2 learners’ cognitive engagement with peer feedback requires further exploration. This study examined the impact of ongoing peer review training on 45 Chinese EFL undergraduates’ cognitive engagement in peer reviews at a 12-week English public speaking and writing course. Drawing on multiple data, including reflective journals, written peer feedback and semi-structured retrospective interviews, this mixed-methods study found that students developed an enhanced awareness of deeper-level, content-related writing problems and peer feedback after receiving peer review training. However, understanding peer feedback occurred later than noticing writing problems. The employment of cognitive and meta-cognitive strategies varied throughout the training sessions, with initial emphasis on analyzing, evaluating, monitoring, and reflecting, and later collective incorporation of comparing and integrating. The quality of post-training written peer feedback also triangulated the enhancement of cognitive engagement. These findings extend previous research that students had deeper cognitive feedback engagement over time, by unveiling asynchronous awareness and evolving cognitive and meta-cognitive operations, and indicated the critical role of language teachers in promoting students’ cognitive engagement in peer reviews in the EFL context.
同行评议训练是学生在第二语言写作研究中进行同行评议实践的重要框架,但其对第二语言学习者对同伴反馈的认知参与的影响有待进一步探讨。本研究考察了同行评议训练对45名中国大学生在为期12周的英语公开演讲与写作课程中同行评议认知参与的影响。利用多种数据,包括反思性期刊、书面同行反馈和半结构化回顾性访谈,这项混合方法的研究发现,学生在接受同行评议培训后,对更深层次的、与内容相关的写作问题和同行反馈有了更强的认识。然而,理解同伴的反馈比发现写作问题要晚。在整个培训过程中,认知和元认知策略的使用各不相同,最初的重点是分析、评估、监测和反思,后来则是比较和整合的集体结合。培训后书面同伴反馈的质量也对认知参与的增强起到了三角效应。这些发现通过揭示异步意识和不断发展的认知和元认知操作,扩展了先前的研究,即随着时间的推移,学生具有更深层次的认知反馈参与,并表明语言教师在促进学生在英语背景下同行评议中的认知参与方面发挥了关键作用。
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引用次数: 0
Editorial Volume 65 编辑第65卷
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 DOI: 10.1016/j.asw.2025.100963
Martin East, David Slomp
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引用次数: 0
Editorial introduction, Assessing writing Tools & Tech Forum 2025 编辑导言,评估写作工具与技术论坛2025
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 Epub Date: 2025-06-07 DOI: 10.1016/j.asw.2025.100956
Kelly Hartwell, Laura Aull
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引用次数: 0
A large-scale corpus for assessing source-based writing quality: ASAP 2.0 用于评估基于源的写作质量的大规模语料库:ASAP 2.0
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-01 Epub Date: 2025-06-03 DOI: 10.1016/j.asw.2025.100954
Scott A. Crossley , Perpetual Baffour , L. Burleigh , Jules King
This paper introduces ASAP 2.0, a dataset of ∼25,000 source-based argumentative essays from U.S. secondary students. The corpus addresses the shortcomings of the original ASAP corpus by including demographic data, consistent scoring rubrics, and source texts. ASAP 2.0 aims to support the development of unbiased, sophisticated Automatic Essay Scoring (AES) systems that can foster improved educational practices by providing summative to students. The corpus is designed for broad accessibility with the hope of facilitating research into writing quality and AES system biases.
本文介绍了以美国中学生为对象的2.5万篇议论文为基础的数据集ASAP 2.0。该语料库通过包含人口统计数据、一致的评分标准和源文本解决了原始ASAP语料库的缺点。ASAP 2.0旨在支持公正、复杂的自动作文评分(AES)系统的发展,通过为学生提供总结,促进改进的教育实践。该语料库被设计为广泛的可访问性,希望促进对写作质量和AES系统偏差的研究。
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引用次数: 0
The influence of working memory and proficiency on phraseological growth: A longitudinal study of adjective-noun combinations in Chinese EFL learners’ argumentative writing 工作记忆和熟练程度对短语成长的影响:中国英语学习者议论文写作中形容词-名词组合的纵向研究
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-04-01 Epub Date: 2025-01-29 DOI: 10.1016/j.asw.2025.100915
Lujie Zheng , Sheena Kaur , Azlin Zaiti Zainal
Phraseological knowledge has gained popularity as a critical predictor of writing assessment in second and foreign language (L2/FL) learner corpus research. However, past phraseological studies on learners with different levels of language competency have overlooked multidimensional collocational indices and the potential influence of cognitive characteristics. This study, employing multiple collocational measures, tracks the growth of adjective-noun combinations in the English argumentative writings of a longitudinal cohort of 148 Chinese EFL learners over four months and explores the effects of language proficiency and working memory (WM) on their phraseological growth. Our findings revealed a general upward pattern in learners’ overall development, despite some slight fluctuations. Notably, the mixed-effects models indicated that time alone had a negative impact on learners’ use of high-frequency, diverse, and strongly associated combinations. However, language proficiency and WM modulated this process, as learners with higher proficiency or greater WM demonstrated temporal improvement across most indices. The interplay among time, language proficiency, and WM presented a more complex image in which high-proficient learners showed a sloping trend on all collocational variables as WM capacity increased, suggesting a potential impact of cognitive overload. These findings offer valuable insights for teaching and identify prospective directions for future research into phraseological knowledge development.
在第二语言和外语(L2/FL)学习者语料库研究中,短语知识作为写作评估的重要预测因素已受到广泛欢迎。然而,以往针对不同语言能力水平学习者的词汇学研究忽视了多维搭配指标和认知特征的潜在影响。本研究采用多种搭配方法,对148名中国英语学习者的英语议论文中形容词-名词组合进行了为期4个月的跟踪研究,并探讨了语言水平和工作记忆对其短语增长的影响。我们的研究结果显示,尽管有一些轻微的波动,但学习者的整体发展总体呈上升趋势。值得注意的是,混合效应模型表明,独处时间对学习者使用高频、多样化和强相关组合有负面影响。然而,语言熟练程度和WM调节了这一过程,因为熟练程度较高或WM较高的学习者在大多数指标上都表现出时间上的改善。时间、语言能力和WM之间的相互作用呈现出更为复杂的图像,高水平学习者在所有搭配变量上都呈现出随着WM能力增加而倾斜的趋势,表明认知超载的潜在影响。这些发现为教学提供了有价值的见解,并为未来短语知识发展的研究确定了前景方向。
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Assessing Writing
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