The mediating effects of critical thinking on the motivation and creativity of Business English learners in the age of AI: Cognitive flexibility theory

IF 3.7 2区 教育学 Q1 Social Sciences Thinking Skills and Creativity Pub Date : 2024-06-24 DOI:10.1016/j.tsc.2024.101578
Hao Lijie , Tian Kun , Chin Hai Leng , Umi Kalsum Binti Mohd Salleh
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Abstract

With the advancement and promotion of AI in the education domain, learning motivation (MO), critical thinking (CT) and creativity (CR) have drawn immense attention both at home and abroad. To ensure that these skills permeate the education sector in the age of artificial intelligence (AI), the Chinese government proposed the sustainability of multi-disciplinary subjects in higher vocational education to upgrade its industries. Nonetheless, despite this emphasis, the association among MO, CT and CR—deemed essential sustainable skills in the age of AI—remains unclear. This research was aimed at investigating the structural relationship among MO, CT and CR in business English learners from higher vocational colleges in Shanxi in the age of AI. This research was designed as a non-experimental correlational study. Data were collected from 153 business English learners from higher vocational colleges. Furthermore, structural equation modelling was employed to test the validity and reliability of the motivation model and the path relationships among MO, CT and CR. The findings indicated that the instruments utilized were valid and reliable in this research context. In addition, the structural model revealed the significant direct effect of MO on CT and the positive and significant direct effect of CT on CR. Regarding the mediating effect, the total effect of MO on CR and the indirect effect were significant. However, the direct effect of MO on CR was non-significant. Therefore, CT plays a complete mediating role between MO and CR. The findings are expected to contribute domestically and also have key implications for international research.

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批判性思维对人工智能时代商务英语学习者动机和创造力的中介效应:认知灵活性理论
随着人工智能在教育领域的发展和推广,学习动机(MO)、批判性思维(CT)和创造力(CR)在国内外都引起了极大的关注。为了确保这些技能在人工智能(AI)时代渗透到教育领域,中国政府提出了高等职业教育中多学科的可持续发展,以实现产业升级。然而,尽管政府如此强调,被视为人工智能时代可持续发展必备技能的教学法、计算机辅助设计和计算机网络技术之间的关联仍不明确。本研究旨在探讨人工智能时代山西高职院校商务英语学习者的MO、CT和CR之间的结构关系。本研究为非实验相关研究。研究收集了 153 名高职院校商务英语学习者的数据。采用结构方程模型检验了动机模型的效度和信度,以及MO、CT和CR之间的路径关系。研究结果表明,所使用的工具在本研究中是有效和可靠的。此外,结构模型还显示,MO 对 CT 有显著的直接影响,CT 对 CR 有积极和显著的直接影响。在中介效应方面,MO 对 CR 的总效应和间接效应均显著。但是,MO 对 CR 的直接效应不显著。因此,CT 在 MO 和 CR 之间起着完全的中介作用。该研究结果有望为国内研究做出贡献,并对国际研究产生重要影响。
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
Thinking Skills and Creativity
Thinking Skills and Creativity EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
6.40
自引率
16.20%
发文量
172
审稿时长
76 days
期刊介绍: Thinking Skills and Creativity is a new journal providing a peer-reviewed forum for communication and debate for the community of researchers interested in teaching for thinking and creativity. Papers may represent a variety of theoretical perspectives and methodological approaches and may relate to any age level in a diversity of settings: formal and informal, education and work-based.
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