Digital Learning Platform and Students Satisfaction: Regression Analysis

F. Azmi, Norfadzilah Abdul Razak, A. Ghazali
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Abstract

Technology has no boundary, people made technology as their primary routine in daily task. Technology also mainly being used worldwide and provide many outcomes towards the education system. The transformation of industrial revolution 4.0 brings the education system one step forward to meet the worldwide demand. Students nowadays are Z-generation that live in modern and digital lifestyle. Thus, the digital platform such as E-Learning has been applied in recent of teaching and learning in most of the university. However, the application and usage of elearning in university did not well used and applied by students. Hence, there is a need for e-learning platform to transform and improve the system so that student can be more interest to use E-learning and ultimately result in better academic performance. A theory of Technology Acceptance Model (TAM) applied as the fundamental of this study. Hence this study aims to investigate the perception of 152 students in selected of the local university towards the application of e-learning platform. Data collection further analysed using regression analysis and found perceive usefulness, perceived ease of use, behavioural intention and system usage predict significantly towards student satisfaction. The finding implies that the application of e-learning among students was satisfied. The improvement of the interaction system and attraction of the system can promote and encourage students active to use e-learning.
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数字学习平台与学生满意度:回归分析
技术是没有边界的,人们把技术作为日常工作的首要程序。技术也主要在世界范围内使用,并为教育系统提供了许多成果。工业革命4.0的转型使教育体系向前迈进了一步,以满足全球需求。现在的学生是生活在现代数字化生活方式中的z世代。因此,E-Learning等数字化平台在近年来的教学和学习中得到了广泛的应用。然而,电子学习在高校的应用和使用并没有被学生很好地利用和应用。因此,需要e-learning平台对系统进行改造和改进,使学生更有兴趣使用e-learning,最终取得更好的学习成绩。技术接受模型(TAM)理论是本研究的基础。因此,本研究旨在调查152名本地大学学生对电子学习平台应用的看法。数据收集进一步分析使用回归分析,发现感知有用性,感知易用性,行为意图和系统使用显著预测学生满意度。本研究结果显示学生对电子学习的应用是满意的。互动系统的完善和系统的吸引力可以促进和鼓励学生积极使用电子学习。
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