The effectiveness of automated writing evaluation: a structural analysis approach

Abdulaziz Sanosi, Mohammed Omar Musa Mohammed
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Abstract

Modern advancement in learning technologies and tools has presented innovative written corrective feedback (WCF) methods based on artificial intelligence (AI) and existing corpora. Research has shown that these tools are perceived as exciting and useful by students, yet studies on their effectiveness and impact on students’ writing are relatively insufficient. To this end, the present study investigated the effectiveness of Grammarly writing assistant as perceived by 98 undergraduates who used the tool for a 14-week semester. The study adopted a questionnaire based on a modified technology acceptance model (TAM). The gathered data was analyzed using SmartPLS 3 software. The results revealed that different factors predict students’ perceptions about Grammarly and their intention to use it. Some of these factors were not presupposed. The findings imply using Grammarly as an extra learning tool rather than a basic one. It is suggested that future research on the efficacy of Grammarly should adopt longitudinal and experimental approaches.
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自动写作评估的有效性:一种结构分析方法
现代学习技术和工具的进步提出了基于人工智能(AI)和现有语料库的创新书面纠正反馈(WCF)方法。研究表明,这些工具在学生心目中是令人兴奋和有用的,但有关其有效性和对学生写作的影响的研究却相对不足。为此,本研究调查了使用 Grammarly 写作助手 14 周的 98 名本科生对其有效性的看法。研究采用了基于修改后的技术接受模型(TAM)的调查问卷。收集到的数据使用 SmartPLS 3 软件进行了分析。结果显示,不同的因素会影响学生对 Grammarly 的看法和使用意向。其中有些因素是没有预设的。研究结果表明,Grammarly 是一种额外的学习工具,而不是基本工具。建议今后有关 Grammarly 功效的研究应采用纵向和实验方法。
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