The impact of computer-mediated task complexity on writing fluency: A comparative study of L1 and L2 writers’ fluency performance

Q1 Arts and Humanities Computers and Composition Pub Date : 2024-06-14 DOI:10.1016/j.compcom.2024.102863
Mahmoud Abdi Tabari , Muhammad M.M. Abdel Latif , Yu Tian
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Abstract

Though many studies have been conducted on written language task complexity, much remains to be explored about its relationship with writers’ fluency. In this study, we examined the potential impact of cognitive task complexity on L1 and L2 learners’ writing and spelling fluency, and the writing fluency and spelling differences between two L2 learner groups when performing tasks of varied complexity. Ninety university students– 30 native English speakers, and 30 Hispanic and 30 Chinese English learners–participated in the study. We recorded the process performance of the three learner groups using computer keystroke logging software– Inputlog 7.0– while they completed two argumentative tasks of varied cognitive complexity. The participants’ writing performance was analyzed using multiple fluency measures. The results generally showed that task complexity plays an influential role in differentiating the participants’ writing fluency, and that task complexity interacts with the three learner groups’ writing and spelling fluency performance. This offers invaluable insights that can be harnessed by technology developers to tailor their tools, furnishing learners with the means to adeptly navigate the intricate terrain of task-induced fluency challenges. Such nuanced understanding holds the potential to refine technological solutions, ultimately empowering proficient TBLT-driven L2 writers.

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计算机辅助任务复杂性对写作流畅性的影响:第一语言和第二语言写作者流畅性表现的比较研究
尽管已有许多关于书面语言任务复杂性的研究,但关于其与写作流畅性的关系,仍有许多问题有待探讨。在本研究中,我们考察了认知任务复杂性对第一语言和第二语言学习者写作和拼写流利性的潜在影响,以及两个第二语言学习者群体在完成不同复杂性任务时的写作流利性和拼写差异。参加研究的有 90 名大学生--30 名母语为英语的学生、30 名西班牙裔学生和 30 名华裔英语学习者。我们使用计算机按键记录软件 Inputlog 7.0 记录了三个学习小组在完成两个认知复杂度不同的论证任务时的过程表现。我们使用多种流畅度测量方法对学员的写作表现进行了分析。结果普遍表明,任务复杂性在区分参与者的写作流畅性方面起着影响作用,而且任务复杂性与三个学习小组的写作和拼写流畅性表现相互影响。这为技术开发人员提供了宝贵的启示,他们可以利用这些启示来定制自己的工具,为学习者提供方法,让他们能够在任务引发的流畅性挑战的复杂环境中游刃有余。这种细致入微的理解有可能完善技术解决方案,最终提高熟练的 TBLT 驱动的 L2 写作能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers and Composition
Computers and Composition Arts and Humanities-Language and Linguistics
CiteScore
4.30
自引率
0.00%
发文量
34
审稿时长
25 days
期刊介绍: Computers and Composition: An International Journal is devoted to exploring the use of computers in writing classes, writing programs, and writing research. It provides a forum for discussing issues connected with writing and computer use. It also offers information about integrating computers into writing programs on the basis of sound theoretical and pedagogical decisions, and empirical evidence. It welcomes articles, reviews, and letters to the Editors that may be of interest to readers, including descriptions of computer-aided writing and/or reading instruction, discussions of topics related to computer use of software development; explorations of controversial ethical, legal, or social issues related to the use of computers in writing programs.
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