自动写作评估对焦虑、动机和第二语言写作技能影响的元分析

Xiaoli Huang, Wei Xu, Fan Li, Zhonggen Yu
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摘要

随着信息技术的飞速发展,自动化写作评价技术也得到了飞速发展,可以应用于写作评估。然而,很少有研究汇集了自动化写作评价对写作成绩的影响。通过基于PRISMA协议的荟萃分析,本研究得出结论:与没有自动化写作评价辅助的学生相比,自动化写作评价技术可以显著降低学生的焦虑,如写作焦虑和计算机焦虑。自动写作评价还能显著提高写作动机和第二语言(L2)写作技能。教育者和设计者应强调如何将自动写作评价与人工评分方法相结合,最大限度地提高第二语言写作能力。未来,人工智能可能会融入自动写作评价,开发高级自动写作评价,以解决写作实践中更高层次的问题。
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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A Meta-analysis of Effects of Automated Writing Evaluation on Anxiety, Motivation, and Second Language Writing Skills

With the rapid advancement of information technologies, automated writing evaluation technologies have developed so fast that they can be applied to writing assessments. However, scanty studies have pooled the effects of automated writing evaluation on writing performance. Through a PRISMA protocol-based meta-analysis, this study concludes that automated writing evaluation technologies can significantly reduce anxiety such as writing anxiety and computer anxiety compared with those without the assistance of automated writing evaluation. Automated writing evaluation can also significantly improve writing motivation and second language (L2) writing skills. Educators and designers should highlight how to combine automated writing evaluation with human rating methods and maximize the improvements in L2 writing skills. In the future, artificial intelligence may be integrated into automated writing evaluation to develop advanced automated writing evaluation to address higher-level issues in writing practice.

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