Impact of Digital Literacy, Use of AI tools and Peer Collaboration on AI Assisted Learning- Perceptions of the University students

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
G. V. Joseph, Athira P, Anit Thomas M, Dawn Jose, Therese V Roy, M. Prasad
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引用次数: 0

Abstract

The technology-supported education systems seamlessly integrated throughout the globe in response to the challenges posed by the Covid-19 pandemic. The swift developments of the digital tools with Artificial Intelligence (AI) support are also readily diffused among the educational communities. This research paper investigates the synergistic impact of digital literacy, the incorporation of AI tools, and Peer Supported Collaborative Learning (PSCL) on the learning perceptions of university students. The research aims to discern the implications of these technological and social facets on students' attitudes towards AI assisted learning process. Structured questionnaire-based survey among the University students were done for this descriptive research. 409 responses collected were analysed with SPSS, Excel and Process Macro. It is found that the students’ Digital Literacy, Use of AI tools and PSCL on AI assisted learning were positively correlated. The partial mediatory path through the PSCL and AI tool usage has a significant positive influence on students learning process. The insights gathered from this study can inform educators, policymakers, and institutions on optimizing the amalgamation of digital literacy, AI tools and PSCL to enhance the contemporary learning environment. As universities navigate the digital age, this research provides a nuanced understanding of the dynamics shaping students' perceptions, offering valuable insights into the multifaceted aspects of AI influencing the educational landscape
数字素养、人工智能工具的使用和同伴协作对人工智能辅助学习的影响--大学生的看法
为应对 "Covid-19 "大流行带来的挑战,技术支持的教育系统在全球范围内实现了无缝整合。人工智能(AI)支持的数字工具的快速发展也在教育界迅速传播。本研究论文探讨了数字扫盲、人工智能工具的融入以及同伴支持协作学习(PSCL)对大学生学习认知的协同影响。本研究旨在分析这些技术和社会因素对学生人工智能辅助学习态度的影响。这项描述性研究对大学生进行了结构化问卷调查。利用 SPSS、Excel 和 Process Macro 对收集到的 409 份答复进行了分析。结果发现,学生的数字素养、人工智能工具的使用和人工智能辅助学习的 PSCL 呈正相关。通过 PSCL 和人工智能工具使用的部分中介路径对学生的学习过程有显著的积极影响。从本研究中收集到的见解可以为教育工作者、政策制定者和教育机构提供信息,帮助他们优化数字素养、人工智能工具和PSCL的结合,以改善当代的学习环境。随着大学进入数字化时代,这项研究提供了对影响学生看法的动态因素的细致入微的理解,为人工智能影响教育领域的多方面问题提供了宝贵的见解。
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
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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