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Considerations to promote and accelerate Open Science: A response to Winke 促进和加速开放科学的考虑因素:对温克的回应
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-08-08 DOI: 10.1177/02655322241239379
Rie Koizumi, Ryo Maie, Akifumi Yanagisawa, Yo In’nami
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引用次数: 0
Open Science in language assessment research contexts: A reply to Winke 语言评估研究背景下的开放科学:答复 Winke
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-08-08 DOI: 10.1177/02655322241239377
Carol A. Chapelle, Gary J. Ockey
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引用次数: 0
Can language test providers do more to support open science? A response to Winke 语言测试提供商能否为开放科学提供更多支持?对 Winke 的回应
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-08-08 DOI: 10.1177/02655322241232361
Spiros Papageorgiou
In this letter, I first present examples of the adoption of Open Science by the language assessment industry. I then discuss some of the inevitable challenges language assessment professionals face as they continue to adopt Open Science.
在这封信中,我首先介绍了语言评估行业采用开放科学的实例。然后,我讨论了语言评估专业人员在继续采用开放科学时所面临的一些不可避免的挑战。
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引用次数: 0
Evaluating the impact of nonverbal behavior on language ability ratings 评估非语言行为对语言能力评级的影响
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-08-08 DOI: 10.1177/02655322241255709
J. Dylan Burton
Nonverbal behavior can impact language proficiency scores in speaking tests, but there is little empirical information of the size or consistency of its effects or whether language proficiency may be a moderating variable. In this study, 100 novice raters watched and scored 30 recordings of test takers taking an international, high stakes proficiency test. The speech samples were each 2 minutes long and ranged in proficiency levels. The raters scored each sample on fluency, vocabulary, grammar, and comprehensibility using 7-point semantic differential scales. Nonverbal behavior was extracted using an automated machine learning software called iMotions, and data was analyzed with ordinal mixed effects regression. Results showed that attentional variance predicted fluency, vocabulary, and grammar scores, but only when accounting for proficiency. Higher standard deviations of attention corresponded with lower scores for the lower-proficiency group, but not the mid/higher-proficiency group. Comprehensibility scores were only predicted by mean valence when proficiency was an interaction term. Higher mean valence, or positive emotional behavior, corresponded with higher scores in the lower-proficiency group, but not the mid/higher-proficiency group. Effect sizes for these predictors were quite small, with small amounts of variance explained. These results have implications for construct representation and test fairness.
非言语行为会影响口语测试中的语言能力得分,但关于其影响的大小或一致性,以及语言能力是否可能是一个调节变量的经验信息却很少。在这项研究中,100 名新手评分员观看了 30 份参加国际高风险水平测试的考生录音,并进行了评分。每个语音样本时长为 2 分钟,水平参差不齐。评分者使用 7 点语义差异量表对每个样本的流利程度、词汇量、语法和可理解性进行评分。使用名为 iMotions 的自动机器学习软件提取非语言行为,并使用序数混合效应回归法分析数据。结果表明,注意力差异可以预测流利程度、词汇量和语法得分,但只有在考虑到熟练程度的情况下才能预测。注意力标准差越高,低能力组的得分越低,但中/高能力组则不然。只有当能力是一个交互项时,可理解性得分才会受到平均情绪的影响。较高的平均情感或积极情绪行为与较低能力组的较高分数相对应,但与中/较高能力组无关。这些预测因子的效应大小相当小,所解释的方差也很小。这些结果对建构表征和测试公平性有一定的影响。
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引用次数: 0
Sharing, collaborating, and building trust: How Open Science advances language testing 共享、合作和建立信任:开放科学如何推进语言测试
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-08-08 DOI: 10.1177/02655322231211159
Paula Winke
The Open Science movement is taking hold around the world, and language testers are taking part. In this viewpoint, I discuss how sharing, collaborating, and building trust, guided by Open Science principles, benefit the language testing field. To help more language testers join in, I present a standard definition of Open Science and describe four ways language testing researchers can immediately partake. Overall, I share my views on how Open Science is an accelerating process that improves language testing as a scientific and humanistic field.
开放科学运动正在全球兴起,语言测试人员也参与其中。在这篇观点中,我将讨论在开放科学原则的指导下,共享、合作和建立信任如何有益于语言测试领域。为了帮助更多语言测试人员加入其中,我提出了开放科学的标准定义,并介绍了语言测试研究人员可以立即参与其中的四种方法。总之,我将与大家分享我的观点,即开放科学如何加速语言测试这一科学和人文领域的发展。
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引用次数: 0
A Global South perspective on Open Science in language assessment: A response to Paula Winke 从全球南方的角度看语言评估中的开放科学:回应 Paula Winke
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-08-08 DOI: 10.1177/02655322241260121
Atta Gebril, Maha Bali
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引用次数: 0
An industry perspective on open science: A response to Winke (2024) 业界对开放科学的看法:对 Winke (2024) 的回应
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-08-05 DOI: 10.1177/02655322241261716
Geoffrey T. LaFlair
Open science practices are now at the forefront of discussions in the applied linguistics research community. Proponents of open science argue for its potential to enhance research quality and accessibility while promoting a collaborative and equitable environment. Winke advocates for integrating open science into language assessment research to enhance research quality, accessibility, and collaboration. This response introduces two additional perspectives to support open science practices. The first is a framework, which identifies five schools of thought on open science that emphasize understanding the various goals of open science and the scientific methods and tools that are used to pursue them. Second, I highlight two additional characteristics of open science: the need for community and the costs of open science. These additional perspectives underscore the significance of making research processes transparent and inclusive, extending beyond traditional academic boundaries to engage the public and industry stakeholders. By integrating these considerations, this response aims to offer a nuanced view of the challenges and opportunities that open science presents in the field of language assessment, suggesting ideas for how researchers outside and inside the language assessment industry can work toward improving open science practices in language assessment research.
开放科学实践现已成为应用语言学研究界讨论的焦点。开放科学的支持者认为,开放科学有可能提高研究质量和可获取性,同时促进合作和公平的环境。Winke 主张将开放科学融入语言评估研究,以提高研究质量、可及性和协作性。本回应介绍了支持开放科学实践的另外两个视角。首先是一个框架,确定了开放科学的五个思想流派,强调理解开放科学的各种目标以及用于追求这些目标的科学方法和工具。其次,我强调了开放科学的另外两个特点:对社区的需求和开放科学的成本。这些额外的观点强调了使研究过程透明化和具有包容性的重要意义,超越了传统的学术界限,让公众和行业利益相关者参与进来。通过综合考虑这些因素,本回应旨在对开放科学给语言评估领域带来的挑战和机遇提供一个细致入微的视角,为语言评估行业内外的研究人员如何努力改进语言评估研究中的开放科学实践提出建议。
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引用次数: 0
Do source use features impact raters’ judgment of argumentation? An experimental study 来源使用特征会影响评分者对论证的判断吗?实验研究
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-07-31 DOI: 10.1177/02655322241263629
Ping-Lin Chuang
This experimental study explores how source use features impact raters’ judgment of argumentation in a second language (L2) integrated writing test. One hundred four experienced and novice raters were recruited to complete a rating task that simulated the scoring assignment of a local English Placement Test (EPT). Sixty written responses were adapted from essays written by EPT test-takers. These responses were crafted to reflect different conditions of source use features, namely source use quantity and quality. Rater scores were analyzed using the many-facet Rasch model and mixed two-way analyses of variance (ANOVAs) to examine how they are affected by source use features and rater experience. Results show that source use features impacted the argumentation scores assigned by raters. Paragraphs with more source text ideas that are better incorporated received the highest argumentation scores, and vice versa for those with limited, poorly integrated source information. Rater experience impacted scores but did not influence rater performance meaningfully. The findings of this study connect specific source use features with raters’ evaluation of argumentation, helping to further disentangle the relationships among examinee performance, rater decision, and task features of integrated argumentative writing tests. They also provide meaningful implications for writing assessment research and practices.
本实验研究探讨了来源使用特征如何影响评分者对第二语言(L2)综合写作测试中论证的判断。研究人员招募了 14 名经验丰富的评分员和新手来完成一项评分任务,该任务模拟了当地英语分级考试(EPT)的评分任务。六十份书面答卷改编自 EPT 考生所写的文章。这些答卷经过精心制作,以反映来源使用特征的不同情况,即来源使用的数量和质量。我们使用多方面拉施模型和混合双向方差分析(ANOVA)对评分者的得分进行了分析,以研究来源使用特征和评分者经验对评分者得分的影响。结果表明,源文本使用特征影响了评分者的论证评分。源文本观点较多且整合较好的段落论证得分最高,反之,源信息有限且整合不佳的段落论证得分最低。评分者的经验会影响分数,但不会对评分者的表现产生有意义的影响。本研究的发现将具体的来源使用特征与评分者对论证的评价联系起来,有助于进一步厘清考生成绩、评分者决定和综合论证写作测试任务特征之间的关系。这些发现还为写作评估研究和实践提供了有意义的启示。
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引用次数: 0
What is the best predictor of word difficulty? A case of data mining using random forest 什么是单词难度的最佳预测指标?使用随机森林进行数据挖掘的案例
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-07-30 DOI: 10.1177/02655322241263628
Hung Tan Ha, Duyen Thi Bich Nguyen, Tim Stoeckel
Word frequency has a long history of being considered the most important predictor of word difficulty and has served as a guideline for several aspects of second language vocabulary teaching, learning, and assessment. However, recent empirical research has challenged the supremacy of frequency as a predictor of word difficulty. Accordingly, applied linguists have questioned the use of frequency as the principal criterion in the development of wordlists and vocabulary tests. Despite being informative, previous studies on the topic have been limited in the way the researchers measured word difficulty and the statistical techniques they employed for exploratory data analysis. In the current study, meaning recall was used as a measure of word difficulty, and random forest was employed to examine the importance of various lexical sophistication metrics in predicting word difficulty. The results showed that frequency was not the most important predictor of word difficulty. Due to the limited scope, research findings are only generalizable to Vietnamese learners of English.
长期以来,词频一直被认为是预测词汇难度的最重要指标,并在第二语言词汇教学、学习和评估的多个方面发挥着指导作用。然而,最近的实证研究对词频作为单词难度预测指标的优越性提出了质疑。因此,应用语言学家对使用词频作为制定词汇表和词汇测试的主要标准提出了质疑。尽管这些研究信息丰富,但研究人员在测量单词难度和探索性数据分析时所采用的统计技术方面都有局限性。在本研究中,词义回忆被用来衡量单词难度,随机森林被用来考察各种词汇复杂度指标在预测单词难度中的重要性。结果表明,词频并不是预测单词难度的最重要指标。由于研究范围有限,研究结果仅适用于越南英语学习者。
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引用次数: 0
A Context-Aligned Two Thousand Test: Toward estimating high-frequency French vocabulary knowledge for beginner-to-low intermediate proficiency adolescent learners in England 与语境相匹配的两千个测试:估算英国初学到中低级水平青少年法语学习者的高频词汇知识
IF 4.1 1区 文学 0 LANGUAGE & LINGUISTICS Pub Date : 2024-07-26 DOI: 10.1177/02655322241261415
Amber Dudley, Emma Marsden, Giulia Bovolenta
Vocabulary knowledge strongly predicts second language reading, listening, writing, and speaking. Yet, few tests have been developed to assess vocabulary knowledge in French. The primary aim of this pilot study was to design and initially validate the Context-Aligned Two Thousand Test (CA-TTT), following open research practices. The CA-TTT is a test of written form–meaning recognition of high-frequency vocabulary aimed at beginner-to-low intermediate learners of French at the end of their fifth year of secondary education. Using an argument-based validation framework, we drew on classical test theory and Rasch modeling, together with correlations with another vocabulary size test and proficiency measures, to assess the CA-TTT’s internal and external validity. Overall, the CA-TTT showed high internal and external validity. Our study highlighted the decisive role of the curriculum in determining vocabulary knowledge in instructed, low-exposure contexts. We discuss how this might contribute to under- or over-estimations of vocabulary size, depending on the relations between the test and curriculum content. Further research using the tool is openly invited, particularly with lower proficiency learners in this context. Following further validation, the test could serve as a tool for assessing high-frequency vocabulary knowledge at beginner-to-low intermediate levels, with due attention paid to alignment with curriculum content.
词汇知识对第二语言的阅读、听力、写作和口语都有很强的预测作用。然而,用于评估法语词汇知识的测试却寥寥无几。本试验性研究的主要目的是按照开放式研究的做法,设计并初步验证 "语境对齐两千测试"(CA-TTT)。CA-TTT是对高频词汇进行形义识别的书面测试,测试对象为中学五年级末的法语初、中级学习者。我们采用了基于论证的验证框架,借鉴了经典测试理论和 Rasch 模型,并结合与另一项词汇量测试和能力测量的相关性,对 CA-TTT 的内部和外部效度进行了评估。总体而言,CA-TTT 显示出较高的内部和外部效度。我们的研究强调了课程在教学、低接触语境中决定词汇知识的决定性作用。我们讨论了这可能导致词汇量被低估或高估的原因,这取决于测试与课程内容之间的关系。我们诚挚地邀请大家利用该工具开展进一步研究,尤其是针对这种情况下的低水平学习者。经过进一步验证后,该测试可作为评估初级到中低级水平的高频词汇知识的工具,并适当注意与课程内容的一致性。
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Language Testing
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