Alqahtani Mohammed Ayid, Alamri Mahdi Mohammed, Sayaf Amer Mutrik, Al-Rahmi Waleed Mugahed
Department of Educational Technology, College of Education, University of Bisha, Bisha, Saudi Arabia.
Educational Technologies, King Faisal University, Al Hofuf, Saudi Arabia.
Front Psychol. 2022 Oct 10;13:939336. doi: 10.3389/fpsyg.2022.939336. eCollection 2022.
The COVID-19 pandemic has rekindled interest in online learning as a desirable substitute. In Saudi Arabia's educational system, technology and online learning are becoming more and more significant. In order to prepare students for the digital age and Saudi Vision 2030, there is an increasing desire for educational institutions to use e-learning. Students and faculty at Saudi institutions now have more opportunities to better grasp the globalized digital age thanks to the integration and acceptance of digital technology into learning and teaching. Therefore, this study aims to analyze and investigate the educational quality, social influence, and TAM Model factors that increase the students' attitude toward using e-learning; thus, it affects students' satisfaction and academic performance. The study was conducted at two universities in Saudi Arabia. Structural equation modeling (SEM) and route analysis were used to evaluate the research model and analyze data from e-learning users through a questionnaire. The findings revealed that perceived ease of use (PEU) and perceived usefulness (PU) mediate the effects of educational quality (EDQ), social influence (SOI), and perceived enjoyment (PE), which in turn affect students' attitude toward use (ATU), and students' satisfaction with using e-learning systems (SSE). Additionally, the results demonstrated that the mediator factors had favorable "R square (R)" values for adopting e-learning systems in higher education, with PEU = 0.562, PU = 0.712, ATU = 0.608, and SSE = 0.636. The hypotheses' findings led to the development of a validated instrument to measure students' online learning in Saudi Arabia's higher education.
新冠疫情重新引发了人们对在线学习作为一种理想替代方式的兴趣。在沙特阿拉伯的教育体系中,技术和在线学习正变得越来越重要。为了让学生为数字时代和沙特2030愿景做好准备,教育机构对采用电子学习的需求日益增加。由于数字技术融入学习和教学并被接受,沙特各机构的学生和教师现在有更多机会更好地把握全球化的数字时代。因此,本研究旨在分析和调查提高学生对使用电子学习态度的教育质量、社会影响和技术接受模型(TAM)因素;从而,它会影响学生的满意度和学业成绩。该研究在沙特阿拉伯的两所大学进行。采用结构方程模型(SEM)和路径分析来评估研究模型,并通过问卷调查分析来自电子学习用户的数据。研究结果表明,感知易用性(PEU)和感知有用性(PU)在教育质量(EDQ)、社会影响(SOI)和感知乐趣(PE)的影响中起中介作用,进而影响学生的使用态度(ATU)以及学生对使用电子学习系统的满意度(SSE)。此外,结果表明,中介因素在高等教育中采用电子学习系统方面具有良好的“决定系数(R)”值,其中PEU = 0.562,PU = 0.712,ATU = 0.608,SSE = 0.636。假设的研究结果促成了一种经过验证的工具的开发,用于衡量沙特阿拉伯高等教育中学生的在线学习情况。