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Exploring the multi-dimensional human mind: Model-based and text-based approaches 探索多维人类思维:基于模型和基于文本的方法
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1016/j.asw.2024.100878
Min Kyu Kim , Jinho Kim , Ali Heidari

In this study, we conceptualize two approaches, model-based and text-based, grounded on mental models and discourse comprehension theories, to computerized summary analysis. We juxtapose the model-based approach with the text-based approach to explore shared knowledge dimensions and associated measures from both approaches and use them to examine changes in students' summaries over time. We used 108 cases in which we computed model-based and text-based measures for two versions of students' summaries (i.e., initial and final revisions), resulting in a total of 216 observations. We used correlations, Principal Components Analysis (PCA), and Linear Mixed-Effects models. This exploratory investigation suggested a shortlist of text-based measures, and the findings of the PCA demonstrated that both model-based and text-based measures explained the three-dimensional model (i.e., surface, structure, and semantic). Overall, model-based measures were better for tracking changes in the surface dimension, while text-based measures were descriptive of the structure dimension. Both approaches worked well for the semantic dimension. The tested text-based measures can serve as a cross-reference to evaluate students' summaries along with the model-based measures. The current study shows the potential of using multidimensional measures to provide formative feedback on students' knowledge structure and writing styles along the three dimensions.

在本研究中,我们以心智模型和话语理解理论为基础,将基于模型和基于文本的两种方法概念化,用于计算机化摘要分析。我们将基于模型的方法与基于文本的方法并列,以探索这两种方法的共享知识维度和相关测量方法,并用它们来研究学生摘要随时间的变化。我们使用了 108 个案例,对两个版本的学生总结(即初始和最终修订版)计算了基于模型和基于文本的测量值,共得出 216 个观测值。我们使用了相关分析、主成分分析(PCA)和线性混合效应模型。这项探索性调查提出了一份基于文本的衡量标准短名单,PCA 的结果表明,基于模型的衡量标准和基于文本的衡量标准都能解释三维模型(即表面、结构和语义)。总体而言,基于模型的测量方法更适合跟踪表面维度的变化,而基于文本的测量方法则能描述结构维度的变化。这两种方法在语义维度上都有很好的效果。经过测试的基于文本的测量方法可以作为交叉参考,与基于模型的测量方法一起评估学生的摘要。目前的研究表明,使用多维度测量方法可以对学生在三个维度上的知识结构和写作风格提供形成性反馈。
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引用次数: 0
Corrigendum to “Assessing metacognition-based student feedback literacy for academic writing” [Assessing Writing 59 (2024) 100811] 基于元认知的学生学术写作反馈素养评估》更正 [Assessing Writing 59 (2024) 100811]
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1016/j.asw.2024.100869
Mark Feng Teng , Maggie Ma
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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 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
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 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 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 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
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 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
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 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
EFL students' syntactic complexity development in argumentative writing:A latent class growth analysis (LCGA) approach EFL 学生在议论文写作中的句法复杂性发展:潜类增长分析(LCGA)方法
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1016/j.asw.2024.100877
Lawrence Jun Zhang , Jianhua Zhang

The study explored EFL students' development of syntactic complexity by employing the Latent Class Growth Analysis (LCGA) approach. A total of 214 tertiary EFL students from Southwest China were invited to write four argumentative essays over an academic semester. The unconditional models of LCGA were utilized to explore the optimal latent classes of students' development trajectories of syntactic complexity. The conditional models of LCGA were employed to investigate the predictive effect of English proficiency on the optimal latent classes. Results of the unconditional models revealed different latent classes of development trajectories for six indices of syntactic complexity rather than the remaining ones, which offers tentative evidence for the heterogeneity of L2 development trajectories. Results of the conditional models showed that English proficiency did not predict the membership in these latent classes. These results are discussed and implications for L2 instruction are attempted.

本研究采用潜类增长分析法(LCGA)探讨了 EFL 学生句法复杂性的发展。研究共邀请了 214 名来自中国西南地区的 EFL 大专学生在一学期内撰写四篇议论文。利用 LCGA 的无条件模型来探索学生句法复杂性发展轨迹的最佳潜类。LCGA 的条件模型用于研究英语水平对最佳潜类的预测作用。无条件模型的结果显示,句法复杂性的六个指标的发展轨迹的潜类不同于其余指标,这为 L2 发展轨迹的异质性提供了初步证据。条件模型的结果表明,英语水平并不能预测这些潜在类别中的成员。本文对这些结果进行了讨论,并尝试对 L2 教学产生影响。
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引用次数: 0
Analysis and recommendation system-based on PRISMA checklist to write systematic review 基于 PRISMA 核对表的分析和建议系统,用于撰写系统综述
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1016/j.asw.2024.100866
Smita Agrawal , Parita Oza , Riya Kakkar , Sudeep Tanwar , Vishv Jetani , Jatin Undhad , Anupam Singh

A systematic review prepared by the researchers or users is transparent, complete, and accurate information that gives deep insights into why the review was done, what they did, and what they found. Various tools can be utilized to conduct a systematic review of the research papers, which is essential for researchers or users who wish to write and publish papers and those who review and evaluate them. By conducting a systematic review, users can gain valuable insights into the landscape of existing literature and identify key trends and influential works in their field from references they used in the article. Many researchers enhance the strength of their systematic review articles by manually preparing and including the analysis of the preferred reporting items for systematic reviews and meta-analyses (PRISMA)-2020 checklist and flow diagram. Motivated by the aforementioned discussion, this paper uses a web-based application to provide a graphical visualization of the analysis and flow diagram for the PRISMA. This application is valuable for stakeholders or users involved in the research process, including researchers, students, editors, reviewers, academic institutions, funding agencies, and publication houses. The proposed application enables stakeholders or users to assess the quality of the articles considered for systematic review more effectively along with the student writing assessment. Offering a visual display of the results from individual studies and syntheses enhances their ability to analyze and interpret the findings of the research articles by analyzing reference of research papers concerning year, entry type, authors, keywords, and journals.

研究人员或用户编写的系统综述是透明、完整和准确的信息,能让人深刻了解为什么要进行综述、他们做了什么以及他们发现了什么。可以利用各种工具对研究论文进行系统综述,这对于希望撰写和发表论文的研究人员或用户以及审查和评估论文的人员来说至关重要。通过进行系统性综述,用户可以对现有文献的全貌获得有价值的见解,并从文章中使用的参考文献中发现关键趋势和在其领域内有影响力的作品。许多研究人员通过手动准备系统综述和荟萃分析首选报告项目(PRISMA)-2020 检查表和流程图并将其纳入分析,从而增强了系统综述文章的实力。受上述讨论的启发,本文使用了一个基于网络的应用程序来提供 PRISMA 分析和流程图的图形可视化。该应用程序对参与研究过程的利益相关者或用户(包括研究人员、学生、编辑、审稿人、学术机构、资助机构和出版社)非常有价值。建议的应用程序能让利益相关者或用户更有效地评估系统综述文章的质量,同时对学生的写作进行评估。通过分析研究论文在年份、条目类型、作者、关键词和期刊方面的参考文献,可直观地显示单项研究和综合研究的结果,从而提高他们分析和解释研究文章结果的能力。
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引用次数: 0
A large-scale corpus for assessing written argumentation: PERSUADE 2.0 用于评估书面论证的大规模语料库:PERSUADE 2.0
IF 4.2 1区 文学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1016/j.asw.2024.100865
S.A. Crossley , Y. Tian , P. Baffour , A. Franklin , M. Benner , U. Boser

This research methods article introduces the open source PERSUADE 2.0 corpus. The PERSUADE 2.0 corpus comprises over 25,000 argumentative essays produced by 6th-12th grade students in the United States for 15 prompts on two writing tasks: independent and source-based writing. The PERSUADE 2.0 corpus also provides detailed individual and demographic information for each writer. The goal of the PERSUADE 2.0 corpus is to advance research into relationships between discourse elements, their effectiveness, writing quality, writing tasks and prompts, and demographic and individual differences.

这篇研究方法文章介绍了开源的 PERSUADE 2.0 语料库。PERSUADE 2.0 语料库由美国六至十二年级学生针对独立写作和基于资料的写作这两项写作任务的 15 个提示而撰写的 25,000 多篇议论文组成。PERSUADE 2.0 语料库还为每位作者提供了详细的个人和人口统计信息。PERSUADE 2.0 语料库的目标是推进对话语元素、话语元素的有效性、写作质量、写作任务和提示以及人口统计和个体差异之间关系的研究。
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引用次数: 0
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Assessing Writing
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