使用 ChatGPT 分析元认知运用策略对大学生写作作业成绩和自主学习能力的不同影响

Eun Chang Na
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摘要

本研究旨在分析写作任务成绩与自主学习能力之间的差异。元认知利用策略包括比较、对比和整理 ChatGPT 提供的信息,以促进反思性学习。A 对来自大学的 70 名参与者进行了实验研究,分为三组:使用 ChatGPT 的一组、使用 ChatGPT 和元认知策略的一组以及对照组。研究结果如下。首先,使用 ChatGPT 组在写作任务完成度和自主学习能力方面明显高于未使用 ChatGPT 组。其次,同时提供 ChatGPT 和元认知运用策略的小组的写作任务成绩明显高于只提供 ChatGPT 的小组。第三,发现对写作任务成绩有积极影响的元认知变量是自我评价、检查和纠正。第四,对元认知的前后分析表明,学生在注意力调节、组织和内容监控方面有了显著改善。本研究通过实证验证了将 ChatGPT 与元认知运用策略相结合对不同群体的写作任务成绩和自主学习能力的影响差异,具有重要的教育意义。
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Analysis of Differential Impact of Metacognitive Utilization Strategies on Writing Assignment Achievement and Self-directed Learning Abilities among University Students using ChatGPT
The purpose of this study is to analyze the difference between writing task achievement and self-directed learning ability. The metacognitive utilization strategy involves comparing, contrasting, and organizing the information provided by ChatGPT to facilitate reflective learning. A conducted an experimental study with 70 participants from University, divided into three groups: a group utilizing ChatGPT, a group utilizing ChatGPT along with metacognitive strategies, and a control group. The research results are as follows. First, the ChatGPT-using group was significantly higher in writing task achievement and self-directed learning ability than the non-using the ChatGPT group. Second, the group that provided both ChatGPT and metacognition utilization strategies showed significantly higher writing task achievement scores than the group that provided only ChatGPT. Third, the metacognitive variables that positively affect the writing task achievement were found to be self-evaluation, checking and correcting. Fourth, the pre and post-analysis of metacognition revealed significant improvements in attention regulation, organization, and content monitoring. This study holds educational significance in empirically verifying the difference in writing task achievement and self-directed learning abilities among groups by integrating ChatGPT with metacognitive utilization strategies.
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