Hao Lijie , Tian Kun , Chin Hai Leng , Umi Kalsum Binti Mohd Salleh
{"title":"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","authors":"Hao Lijie , Tian Kun , Chin Hai Leng , Umi Kalsum Binti Mohd Salleh","doi":"10.1016/j.tsc.2024.101578","DOIUrl":null,"url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":47729,"journal":{"name":"Thinking Skills and Creativity","volume":"53 ","pages":"Article 101578"},"PeriodicalIF":3.7000,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The mediating effects of critical thinking on the motivation and creativity of Business English learners in the age of AI: Cognitive flexibility theory\",\"authors\":\"Hao Lijie , Tian Kun , Chin Hai Leng , Umi Kalsum Binti Mohd Salleh\",\"doi\":\"10.1016/j.tsc.2024.101578\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>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.</p></div>\",\"PeriodicalId\":47729,\"journal\":{\"name\":\"Thinking Skills and Creativity\",\"volume\":\"53 \",\"pages\":\"Article 101578\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2024-06-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Thinking Skills and Creativity\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1871187124001160\",\"RegionNum\":2,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Thinking Skills and Creativity","FirstCategoryId":"95","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1871187124001160","RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Social Sciences","Score":null,"Total":0}
The mediating effects of critical thinking on the motivation and creativity of Business English learners in the age of AI: Cognitive flexibility theory
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.
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.