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学习中的ChatGPT:从感知价值的视角评估学生的使用意图以及人工智能素养的影响

ChatGPT in Learning: Assessing Students' Use Intentions through the Lens of Perceived Value and the Influence of AI Literacy.

作者信息

Al-Abdullatif Ahlam Mohammed, Alsubaie Merfat Ayesh

机构信息

Department of Curriculum and Instruction, King Faisal University (KFU), Al-Hasa P.O. Box 400, Saudi Arabia.

出版信息

Behav Sci (Basel). 2024 Sep 19;14(9):845. doi: 10.3390/bs14090845.

DOI:10.3390/bs14090845
PMID:39336060
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11428673/
Abstract

This study sought to understand students' intentions regarding the use of ChatGPT in learning from the perspective of perceived value, exploring the influence of artificial intelligent (AI) literacy. Drawing on a sample of 676 university students from diverse academic backgrounds, we employed a structured survey questionnaire to measure their perceptions of ChatGPT as a learning tool. The collected data were then analyzed using structural equation modeling (SEM) via SmartPLS 4 software. The findings showed a strong effect of the students' perceived value of ChatGPT on their intention to use it. Our findings suggest that perceived usefulness, perceived enjoyment and perceived fees had a significant influence on students' perceived value of ChatGPT, while perceived risk showed no effect. Moreover, the role of AI literacy emerged as pivotal in shaping these perceptions. Students with higher AI literacy demonstrated an enhanced ability to discern the value of ChatGPT. AI literacy proved to be a strong predictor of students' perception of usefulness, enjoyment, and fees for using ChatGPT in learning. However, AI literacy did not have an impact on students' perceptions of using ChatGPT in learning. This study underscores the growing importance of integrating AI literacy into educational curricula to optimize the reception and utilization of innovative AI tools in academic scenarios. Future interventions aiming to boost the adoption of such tools should consider incorporating AI literacy components to maximize perceived value and, subsequently, use intention.

摘要

本研究旨在从感知价值的角度了解学生在学习中使用ChatGPT的意图,探讨人工智能素养的影响。以676名来自不同学术背景的大学生为样本,我们采用结构化调查问卷来衡量他们对ChatGPT作为学习工具的看法。然后,通过SmartPLS 4软件使用结构方程模型(SEM)对收集到的数据进行分析。研究结果表明,学生对ChatGPT的感知价值对其使用意图有很强的影响。我们的研究结果表明,感知有用性、感知趣味性和感知费用对学生对ChatGPT的感知价值有显著影响,而感知风险则没有影响。此外,人工智能素养在塑造这些认知方面起着关键作用。人工智能素养较高的学生表现出更强的辨别ChatGPT价值的能力。事实证明,人工智能素养是学生对在学习中使用ChatGPT的有用性、趣味性和费用感知的有力预测指标。然而,人工智能素养对学生在学习中使用ChatGPT的认知没有影响。本研究强调了将人工智能素养纳入教育课程以优化学术场景中创新人工智能工具的接受和利用的重要性日益增加。未来旨在促进此类工具采用的干预措施应考虑纳入人工智能素养要素,以最大限度地提高感知价值,进而提高使用意图。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7408/11428673/fff715fe52ba/behavsci-14-00845-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7408/11428673/10476686604e/behavsci-14-00845-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7408/11428673/fff715fe52ba/behavsci-14-00845-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7408/11428673/10476686604e/behavsci-14-00845-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7408/11428673/fff715fe52ba/behavsci-14-00845-g002.jpg

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