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EvaluMate: Using AI to support students’ feedback provision in peer assessment for writing EvaluMate:使用人工智能支持学生在写作互评中提供反馈
IF 3.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-05-31 DOI: 10.1016/j.asw.2024.100864
Kai Guo

Peer feedback plays an important role in promoting learning in the writing classroom. However, providing high-quality feedback can be demanding for student reviewers. To address this challenge, this article proposes an AI-enhanced approach to peer feedback provision. I introduce EvaluMate, a newly developed online peer review system that leverages ChatGPT, a large language model (LLM), to scaffold student reviewers’ feedback generation. I discuss the design and functionality of EvaluMate, highlighting its affordances in supporting student reviewers’ provision of comments on peers’ essays. I also address the system’s limitations and propose potential solutions. Furthermore, I recommend future research on students’ engagement with this learning approach and its impact on learning outcomes. By presenting EvaluMate, I aim to inspire researchers and practitioners to explore the potential of AI technology in the teaching, learning, and assessment of writing.

同行反馈在促进写作课堂学习方面发挥着重要作用。然而,提供高质量的反馈对学生审阅者来说要求很高。为了应对这一挑战,本文提出了一种人工智能增强型同伴反馈方法。我介绍了新开发的在线互评系统 EvaluMate,它利用大型语言模型(LLM) ChatGPT 来帮助学生审稿人生成反馈。我讨论了 EvaluMate 的设计和功能,强调了它在支持学生评阅者对同行论文提供评论方面的能力。我还讨论了该系统的局限性,并提出了潜在的解决方案。此外,我还建议今后就学生参与这种学习方法及其对学习成果的影响开展研究。通过介绍 EvaluMate,我希望激励研究人员和从业人员探索人工智能技术在写作教学、学习和评估方面的潜力。
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引用次数: 0
A teacher’s inquiry into diagnostic assessment in an EAP writing course 一位教师对 EAP 写作课程诊断评估的探究
IF 3.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-05-30 DOI: 10.1016/j.asw.2024.100848
Rabail Qayyum

Research into diagnostic assessment of writing has largely ignored how diagnostic feedback information leads to differentiated instruction and learning. This case study research presents a teacher’s account of validating an in-house diagnostic assessment procedure in an English for Academic Purposes writing course with a view to refining it. I developed a validity argument and gathered and interpreted related evidence, focusing on one student’s performance in and perception of the assessment. The analysis revealed that to an extent the absence of proper feedback mechanisms limited the use of the test, somewhat weakened its impact, and reduced the potential for learning. I propose a modification to the assessment procedure involving a sample student feedback report.

对写作诊断性评估的研究在很大程度上忽视了诊断性反馈信息如何导致差异化教学和学习。本案例研究介绍了一位教师在学术英语写作课程中验证内部诊断评估程序的情况,以便对其进行改进。我提出了一个有效性论点,并收集和解释了相关证据,重点是一名学生在评估中的表现和对评估的看法。分析表明,缺乏适当的反馈机制在一定程度上限制了测试的使用,在一定程度上削弱了测试的影响,降低了学习的潜力。我建议对评估程序进行修改,涉及学生反馈报告样本。
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引用次数: 0
Beyond accuracy gains: Investigating the impact of individual and collaborative feedback processing on L2 writing development 超越准确性的提高:调查个人和协作反馈处理对 L2 写作发展的影响
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-07-25 DOI: 10.1016/j.asw.2024.100876
Carrie Xin Peng

Despite the burgeoning research on exploring learner engagement with feedback, how second language (L2) learners’ engagement with feedback in different processing conditions influences their subsequent writing development is under-explored. This study examines the effects of individual and collaborative processing (languaging) of teacher feedback on Chinese lower-secondary school EFL learners’ writing development. Eighty-one students aged 13–14 with A1-A2 levels of English proficiency (according to the Common European Framework of Reference) from two classes and two experienced English teachers participated in the study. Students were provided with comprehensive teacher feedback and were asked to process feedback provided on three writing tasks through either individual written or collaborative oral languaging over six weeks. Pre-, post-, and delayed post-tests were administered. Students’ writing development was analysed using complexity, accuracy, and fluency measures, as well as content and organisation writing scores. Findings showed that the two conditions did not influence students’ writing complexity and fluency differently, while only the collaborative oral languaging condition contributed to students’ sustainable accuracy gains. Results based on the analytic writing scores suggested that students in the two conditions significantly improved content and organisation scores over time. Pedagogical and research implications regarding implementing the two feedback processing conditions are discussed.

尽管探索学习者参与反馈的研究方兴未艾,但对第二语言(L2)学习者在不同处理条件下参与反馈如何影响其后续写作发展的研究尚不充分。本研究探讨了个人和合作处理(语言处理)教师反馈对中国初中 EFL 学习者写作发展的影响。来自两个班级、年龄在 13-14 岁、英语水平在 A1-A2 级(根据《欧洲共同参考框架》)的 81 名学生和两名经验丰富的英语教师参与了本研究。学生们获得了教师提供的全面反馈,并被要求在六周内通过个人书面或合作口头语言来处理针对三项写作任务提供的反馈。进行了前测、后测和延迟后测。通过复杂性、准确性、流畅性以及写作内容和组织得分,对学生的写作发展进行了分析。结果表明,两种条件对学生写作的复杂性和流畅性没有不同的影响,而只有口头语言协作条件有助于学生持续提高写作的准确性。基于分析性写作得分的结果表明,随着时间的推移,两种条件下的学生在内容和组织方面的得分都有显著提高。本文讨论了实施两种反馈处理条件的教学和研究意义。
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引用次数: 0
Examining teacher’s evaluative language in written, audio and screencast feedback on EFL learners’ writing from the appraisal framework: A linguistic perspective 从评价框架审视教师在书面、音频和截屏反馈中对英语学习者写作的评价性语言:语言学视角
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-07-02 DOI: 10.1016/j.asw.2024.100871
Murad Abdu Saeed , Atef AbuSa'aleek , Mohammed Abdullah Alharbi

Technology facilitates teacher corrective feedback on students' writing, but there is a need to examine how written, audio and screencast modes affect teacher's evaluative language of electronic (e-) feedback from linguistic approaches. By using the engagement resources of the appraisal framework within Systemic Functional Linguistics, this study examined the effect of written, audio and screencast modes on the instructor's evaluative language in his e-feedback on writing and the text revisions of 15 pairs of Saudi EFL learners. The linguistic analysis of the e-feedback revealed that the instructor's engagement resources differed across the three e-feedback modes. Specifically, the screencast and audio e-feedback modes were dominated by expanding resources (resources expanding the space for dialogue) as opposed to the prevalence of contracting resources (resources limiting/shutting down the space for dialogue) in the written feedback mode. Moreover, the audio and screencast feedback modes contained more statements and suggestions whereas the written feedback mode was dominated by commands/orders and suggested corrections. The content analysis revealed that the screencast e-feedback mode addressed a higher number of global issues in writing; however, the audio and written e-feedback modes addressed a higher number of local issues in writing. Despite the higher overall rate of successful text revisions resulting from the screencast and audio e-feedback modes, no significant differences were found except in relation to students' global text revisions. The study offers useful pedagogical implications for instructors in effectively responding to students' writing.

技术为教师纠正学生的写作提供了便利,但有必要从语言学的角度研究书面、音频和截屏模式如何影响教师对电子(e-)反馈的评价性语言。本研究利用系统功能语言学评价框架中的参与资源,考察了书面、音频和截屏模式对教师在对 15 对沙特 EFL 学习者的写作和文本修改进行电子反馈时的评价性语言的影响。对电子反馈的语言分析表明,在三种电子反馈模式中,教师的参与资源各不相同。具体而言,截屏和音频电子反馈模式以扩展资源(扩大对话空间的资源)为主,而书面反馈模式则以收缩资源(限制/关闭对话空间的资源)为主。此外,音频和截屏反馈模式包含更多的陈述和建议,而书面反馈模式则以命令/指令和建议更正为主。内容分析显示,截屏电子反馈模式解决了更多写作中的全局性问题;然而,音频和书面电子反馈模式解决了更多写作中的局部性问题。尽管截屏电子反馈模式和音频电子反馈模式的总体文本修改成功率更高,但除了学生的全局性文本修改外,没有发现其他显著差异。这项研究为教师有效回应学生的写作提供了有益的教学启示。
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引用次数: 0
Modeling relationships among large-grained, fine-grained absolute syntactic complexity and assessed L2 writing quality: An SEM approach 建立大粒度、细粒度绝对句法复杂性与 L2 写作质量评估之间的关系模型:SEM 方法
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-07-25 DOI: 10.1016/j.asw.2024.100875
Yuxin Peng , Yafu Zheng , Jie Sun , Yue Jiang , Jiexin Lin , Haomin Zhang

The current study investigated the relationships among large-grained and fine-grained aspects of absolute syntactic complexity (SC) and expert-assessed writing quality of 446 argumentative writing samples of college-level Chinese EFL learners. Computational indices tapping into large-grained and fine-grained aspects of absolute SC were computed by TAASSC and L2SCA. Drawing upon rigorous SEM analyses, this paper demonstrated the utility of computational indices that tap into absolute SC. Overall, the measurements of absolute SC accounted for 42 % of the variance in human-judged overall writing scores. The results revealed that (1) noun phrase (NP) complexity was the underlying cause that determined trained raters’ judgement on argumentative writing quality; (2) among traditional large-grained indices, MLC, CN/C, and CN/T, were dependable metrics in representing SC and predicting writing quality; (3) among fine-grained indices, prepositional phrases and relative clauses as noun modifiers were prominent in representing NP complexity; (4) relative clause and adjectival modifiers had unique and complementary effects to large-grained NP complexity in affording explanations for human judgement; (5) the use of prepositions in NP was the most prominent contributor to the increase of large-grained NP complexity among the noun phrase modifiers in this specific corpus. Situated in previous research, the results provide an opportunity to evaluate L2 writing within the theoretical framework of absolute syntactic complexity.

本研究探讨了绝对句法复杂度(SC)的大粒度和细粒度方面与专家评估的 446 篇中国大学水平 EFL 学习者议论文写作质量之间的关系。TAASSC和L2SCA计算了绝对句法复杂度的大粒度和细粒度方面的计算指数。通过严格的 SEM 分析,本文证明了绝对 SC 计算指数的实用性。总体而言,绝对 SC 的测量结果占人类评判的写作总分差异的 42%。研究结果表明:(1)名词短语(NP)的复杂性是决定训练有素的评分者对议论文写作质量做出判断的根本原因;(2)在传统的大粒度指数中,MLC、CN/C 和 CN/T 是代表 SC 和预测写作质量的可靠指标;(3)在细粒度指数中,介词短语和作为名词修饰语的相对从句在代表 NP 复杂性方面表现突出;(4) 相对从句和形容词修饰语在为人类判断提供解释方面与大粒度 NP 复杂性具有独特的互补作用;(5) 在该特定语料库中,介词在 NP 中的使用是增加大粒度 NP 复杂性的最主要原因。从以往的研究来看,这些结果为在绝对句法复杂性的理论框架内评估 L2 写作提供了一个机会。
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引用次数: 0
Examining the direct and indirect impacts of verbatim source use on linguistic complexity in integrated argumentative writing assessment 在综合议论文写作评估中考察逐字来源使用对语言复杂性的直接和间接影响
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-07-02 DOI: 10.1016/j.asw.2024.100868
Huiying Cai , Xun Yan

Verbatim source use (VSU) in integrated argumentative writing tasks may enhance linguistic complexity of writing performance. This assistance might present an unequal advantage for test-takers across levels of writing proficiency, engendering validity and fairness concerns. While previous research has mostly examined the relationships between source use characteristics and proficiency levels, the relationship between VSU and linguistic complexity remains underexplored. To further unpack these relationships, this study examined both the direct impact of VSU on linguistic complexity of writing performances and its indirect impact through interaction with writing proficiency. Using natural language processing tools and techniques, we examined 34 linguistic complexity features and three VSU features of 3250 argumentative writing performances on a university-level English Placement Test (EPT). We performed exploratory factor analysis to identify linguistic complexity dimensions and applied mixed-effect models to examine how VSU features and proficiency level impacted these dimensions. Post-hoc analyses suggested weak direct impacts of different VSU features on linguistic complexity, which might reflect different essay writing strategies. However, no meaningful indirect impact was found. The findings help unravel the impact of VSU on argumentative writing and provide empirical evidence for validity arguments for integrated writing assessments.

在综合论证写作任务中使用逐字来源(VSU)可能会提高写作表现的语言复杂性。这种帮助可能会给不同写作水平的应试者带来不平等的优势,从而引发有效性和公平性方面的担忧。以往的研究大多考察了语源使用特征与能力水平之间的关系,但对VSU与语言复杂性之间的关系仍未进行深入探讨。为了进一步揭示这些关系,本研究既考察了 VSU 对写作表现的语言复杂性的直接影响,也考察了 VSU 通过与写作能力的交互作用而产生的间接影响。利用自然语言处理工具和技术,我们研究了大学英语分级考试(EPT)中 3250 篇议论文写作的 34 个语言复杂性特征和 3 个 VSU 特征。我们进行了探索性因子分析以确定语言复杂性维度,并应用混合效应模型来研究 VSU 特征和能力水平对这些维度的影响。事后分析表明,不同 VSU 特征对语言复杂性的直接影响较弱,这可能反映了不同的论文写作策略。但是,没有发现有意义的间接影响。研究结果有助于揭示VSU对议论文写作的影响,并为综合写作评估的有效性论证提供了经验证据。
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引用次数: 0
Comparing Chinese L2 writing performance in paper-based and computer-based modes: Perspectives from the writing product and process 比较纸质模式和电脑模式下的中文第二语言写作成绩:从写作产品和过程的角度看问题
IF 3.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-05-31 DOI: 10.1016/j.asw.2024.100849
Xiaozhu Wang, Jimin Wang

As writing is a complex language-producing process dependent on the writing environment and medium, the comparability of computer-based (CB) and paper-based (PB) writing assessments has been studied extensively since the emergence of computer-based language writing assessment. This study investigated the differences in the writing product and process between CB and PB modes of writing assessment in Chinese as a second language, of which the character writing system is considered challenging for learners. The many-facet Rasch model (MFRM) was adopted to reveal the text quality differences. Keystrokes and handwriting trace data were utilized to unveil insights into the writing process. The results showed that Chinese L2 learners generated higher-quality texts with fewer character mistakes in the CB mode. They revised much more, paused shorter and less frequently between lower-level linguistic units in the CB mode. The quality of CB text is associated with revision behavior, whereas pause duration serves as a stronger predictor of PB text quality. The findings suggest that the act of handwriting Chinese characters makes the construct of PB distinct from the CB writing assessment in L2 Chinese. Thus, the setting of the assessment mode should consider the target language use and the test taker’s characteristics.

由于写作是一个复杂的语言生成过程,取决于写作环境和写作媒介,因此自计算机语言写作评估出现以来,人们对计算机写作评估(CB)和纸质写作评估(PB)的可比性进行了广泛的研究。汉语作为第二语言,其汉字书写系统被认为对学习者具有挑战性,本研究调查了CB和PB写作测评模式在写作产品和过程方面的差异。研究采用多面拉施模型(MFRM)来揭示文本质量差异。按键和手写痕迹数据被用来揭示写作过程。结果表明,在 CB 模式下,中国的 L2 学习者生成的文本质量更高,错误更少。在 CB 模式下,他们修改的次数更多,停顿的时间更短,低级语言单位之间的频率更低。CB 文本的质量与修改行为相关,而停顿时间则更能预测 PB 文本的质量。研究结果表明,手写汉字的行为使 PB 构建有别于汉语第二语言中的 CB 书写评估。因此,评估模式的设置应考虑目标语言的使用和受测者的特点。
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引用次数: 0
Does “more complexity” equal “better writing”? Investigating the relationship between form-based complexity and meaning-based complexity in high school EFL learners’ argumentative writing 更复杂 "就等于 "更好的写作 "吗?探究高中英语学习者议论文写作中形式复杂性与意义复杂性之间的关系
IF 3.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-06-13 DOI: 10.1016/j.asw.2024.100867
Sachiko Yasuda

The study examines the relationship between form-based complexity and meaning-based complexity in argumentative essays written by high school students learning English as a foreign language (EFL) in relation to writing quality. The data comprise argumentative essays written by 102 Japanese high school learners at different proficiency levels. The students’ proficiency levels were determined based on the evaluation of their argumentative essays by human raters using the GTEC rubric. The students’ essays were analyzed from multiple dimensions, focusing on both form-based complexity (lexical complexity, large-grained syntactic complexity, and fine-grained syntactic complexity features) and meaning-based complexity (argument quality). The results of the multidimensional analysis revealed that the most influential factor in determining overall essay scores was not form-based complexity but meaning-based complexity achieved through argument quality. Moreover, the results indicated that meaning-based complexity was strongly correlated with the use of complex nominals rather than clausal complexity. These insights have significant implications for both the teaching and assessment of argumentative essays among high school EFL learners, underscoring the importance of understanding what aspects of writing to prioritize and how best to assess student writing.

本研究探讨了将英语作为外语(EFL)学习的高中生所写的议论文中基于形式的复杂性和基于意义的复杂性与写作质量之间的关系。数据包括 102 名不同水平的日本高中生所写的议论文。学生的水平等级是根据人工评分员使用 GTEC 评分标准对他们的议论文进行的评价确定的。我们从多个维度对学生的文章进行了分析,重点关注基于形式的复杂性(词法复杂性、大粒度句法复杂性和细粒度句法复杂性特征)和基于意义的复杂性(论证质量)。多维分析的结果表明,决定作文总分的最大影响因素不是形式复杂性,而是通过论证质量实现的意义复杂性。此外,分析结果表明,意义复杂性与复杂名词的使用而非分句复杂性密切相关。这些见解对高中 EFL 学习者的议论文教学和评估具有重要意义,强调了了解写作的哪些方面应优先考虑以及如何最好地评估学生写作的重要性。
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引用次数: 0
Thirty years of writing assessment: A bibliometric analysis of research trends and future directions 写作评估三十年:对研究趋势和未来方向的文献计量分析
IF 3.9 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-06-07 DOI: 10.1016/j.asw.2024.100862
Jihua Dong , Yanan Zhao , Louisa Buckingham

This study employs a bibliometric analysis to identify the research trends in the field of writing assessment over the last 30 years (1993–2022). Employing a dataset of 1,712 articles and 52,092 unique references, keyword co-occurrence analyses were used to identify prominent research topics, co-citation analyses were conducted to identify influential publications and journals, and a structural variation analysis was employed to identify transformative research in recent years. The results revealed the growing popularity of the writing assessment field, and the increasing diversity of research topics in the field. The research trends have become more associated with technology and cognitive and metacognitive processes. The influential publications indicate changes in research interest towards cross-disciplinary publications. The journals identified as key venues for writing assessment research also changed across the three decades. The latest transformative research points out possible future directions, including the integration of computational methods in writing assessment, and investigations into relationships between writing quality and various factors. This study contributes to our understanding of the development and future directions of writing assessment research, and has implications for researchers and practitioners.

本研究采用文献计量学分析方法来确定过去 30 年(1993-2022 年)写作评估领域的研究趋势。本研究采用了一个包含 1,712 篇文章和 52,092 条唯一参考文献的数据集,通过关键词共现分析来确定突出的研究课题,通过共引分析来确定有影响力的出版物和期刊,通过结构变异分析来确定近年来的变革性研究。研究结果表明,写作评估领域越来越受欢迎,该领域的研究课题也越来越多样化。研究趋势更多地与技术、认知和元认知过程相关联。有影响力的出版物表明,研究兴趣向跨学科出版物转变。在这三十年中,被确定为写作评估研究的主要阵地的期刊也发生了变化。最新的变革性研究指出了未来可能的方向,包括在写作评估中整合计算方法,以及调查写作质量与各种因素之间的关系。这项研究有助于我们了解写作评估研究的发展和未来方向,并对研究人员和从业人员具有借鉴意义。
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引用次数: 0
Discourse competence in Hong Kong secondary students’ disciplinary research writing 香港中学生学科研究写作的话语能力
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 Epub Date: 2024-07-22 DOI: 10.1016/j.asw.2024.100872
Jack Pun , Sheng Tan , Xiang Li

The study examined the frequency and accuracy of four discourse competence (DC) parameters (i.e., establishment of a smooth old-to-new information flow, stance display, engagement with readers, and mastery of knowledge of discourse structure) in Hong Kong English-as-a-second-language (ESL) secondary students’ disciplinary research reports. The results showed that: (1) elements of establishment of a smooth old-to-new information flow constituted, on average, less than 9 % of the reports’ length, with mean accuracy rates ranging from 64.31 % to 80.33 %; (2) elements of stance display constituted, on average, no more than 3 % of the reports’ length, with mean accuracy rates ranging from 58.33 % to 98.17 %; (3) elements of engagement with readers constituted, on average, no more than 2 % of the reports’ length, with mean accuracy rates ranging from 33.33% to 88.64 %; (4) the mean accuracy rates of mastery of knowledge of discourse structure ranged from 0 % to 100 %. The findings reveal the secondary students’ DC in disciplinary research writing and pinpoint weak areas that instructors can work on. The proposed DC framework forms a foundation for future research on DC in discipline-specific research writing.

本研究考察了香港英语为第二语言(ESL)中学生的学科研究报告中四个话语能力(DC)参数(即建立顺畅的新旧信息流、展示立场、与读者互动和掌握话语结构知识)的频率和准确性。研究结果表明(1) 建立顺畅的新旧信息流的内容平均占报告篇幅的 9% 以下,平均准确率在 64.31% 至 80.33% 之间;(2) 显示立场的内容平均不超过报告篇幅的 3%,平均准确率在 58.33 % 至 98.17 %;(3) 与读者互动的内容平均不超过报告篇幅的 2%,平均正确率为 33.33 % 至 88.64 %;(4) 掌握话语结构知识的平均正确率为 0 % 至 100 %。研究结果揭示了中学生在学科研究报告写作中的语篇结构,并指出了教师可以努力的薄弱环节。所提出的 "语篇结构 "框架为今后研究学科研究性写作中的 "语篇结构 "奠定了基础。
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引用次数: 0
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Assessing Writing
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