人工智能(AI)和移动学习对高等教育学习成果的影响:自我能力的中介作用重要吗?

Gilang Hardiansyah Priamono, Arif Rahman Hakim, R. W. Daryono
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引用次数: 0

摘要

伊斯兰宗教教育(PAI)对学生的性格、道德和整体学习成果的发展具有重要影响。本研究旨在调查人工智能(AI)和移动学习对学生学习成果的影响,特别关注学生的自我能力作为中介因素的作用。本研究采用定量调查方法,使用概率抽样技术,将波诺罗戈国际学院 PAI 学习项目的 208 名学生纳入调查对象。通过李克特量表问卷收集数据,并使用 PLS-SEM 分析法对研究数据进行分析。结果表明,人工智能和移动学习对学生的学习成果产生了积极影响,而自我能力作为中介因素发挥了关键作用。这些发现凸显了教育者在在线学习环境中促进自我调节、自我效能和动机技能的重要性。这项研究强调了整合人工智能和移动学习以提高教育质量的潜力,并建议教育工作者通过培训和合作不断更新他们对技术进步的认识。加强这些能力可以为学生营造一个更具互动性、个性化和适应性的学习环境。
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The Influence of Artificial Intelligence (AI) and Mobile Learning on Learning Outcomes in Higher Education: Did the Mediation of Self-Competence Matter?
Islamic Religious Education (PAI) has a significant impact on the development of students' character, morality, and overall learning outcomes. This study aims to investigate the effects of artificial intelligence (AI) and mobile learning on student learning outcomes, with a specific focus on the role of students' self-competence as a mediating factor. Employing a quantitative survey approach, the research included 208 students from the PAI Study Program at IAIN Ponorogo, using probability sampling techniques. Data was collected through Likert-scale questionnaires, and the research data was analyzed using PLS-SEM analysis. The results indicate a positive influence of AI and mobile learning on student learning outcomes, with self-competence playing a crucial role as a mediating factor. These findings highlight the importance of educators promoting self-regulation, self-efficacy, and motivation skills within online learning environments. The study emphasizes the potential of integrating AI and mobile learning to enhance the quality of education and recommends that educators continuously update their knowledge of technological advancements through training and collaboration. Strengthening these competencies can lead to a more interactive, personalized, and adaptive learning environment for students.
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