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2019冠状病毒病的出现及移动学习对学生学习成绩的影响:学生学习行为的中介作用

The Advent of Coronavirus Disease 2019 and the Impact of Mobile Learning on Student Learning Performance: The Mediating Role of Student Learning Behavior.

作者信息

Wang Zhiwei, Qadir Alia, Asmat Alia, Aslam Mian Muhammad Sheeraz, Luo Xiaoli

机构信息

Department of Economics and Management, Nanjing Agricultural University, Nanjing, China.

College of Liberal Arts, Technological University of the Philippines, Manila, Philippines.

出版信息

Front Psychol. 2022 Feb 8;12:796298. doi: 10.3389/fpsyg.2021.796298. eCollection 2021.

Abstract

The recent coronavirus disease 2019 (COVID-19) pandemic pushed almost all institutions to adopt online and virtual education. The uncertainty of this situation produced various questions that perplexed educationists regarding what implications the pandemic would have on educational institutions, especially regarding how the switch to online education would impact the behavior and performance of students. The vast importance of this matter attracted the attention of researchers and served as the motivation for this research, which aims to resolve this confusion by studying the use of mobile learning (ML) among students for educational purposes during the COVID-19 period. This study also examines how this situation has affected student learning behavior (LB) and performance (SP) in the higher education setting. This research is based on collaborative learning theory, sociocultural learning theory, and ML theory. This quantitative research employed the convenient sampling technique to collect data through structured questionnaires distributed to 396 students of higher education institutions who carry a mobile device. This study used descriptive and inferential statistics to make the data more meaningful. Structural equation modeling (SEM) with AMOS software was used for hypothesis testing. The results showed that ML was a significant and positive predictor of SP and LB. Moreover, student LB partially mediated the relationship between ML and SP. The findings suggest that the academic performance of students can be enhanced by building a ML environment that aligns with the LB of students. Nevertheless, content suitable for ML must be developed, and future research should be conducted on this topic.

摘要

近期的2019冠状病毒病(COVID-19)大流行促使几乎所有机构都采用了在线和虚拟教育。这种情况的不确定性引发了各种问题,让教育工作者感到困惑,比如大流行会对教育机构产生哪些影响,尤其是转向在线教育会如何影响学生的行为和表现。这件事的重大意义引起了研究人员的关注,并成为了本研究的动机,该研究旨在通过研究COVID-19期间学生将移动学习(ML)用于教育目的的情况来解决这一困惑。本研究还考察了这种情况如何影响高等教育环境中学生的学习行为(LB)和成绩(SP)。本研究基于协作学习理论、社会文化学习理论和移动学习理论。这项定量研究采用便利抽样技术,通过向396名携带移动设备的高等教育机构学生发放结构化问卷来收集数据。本研究使用描述性和推断性统计使数据更有意义。使用带有AMOS软件的结构方程模型(SEM)进行假设检验。结果表明,移动学习是成绩和学习行为的显著正向预测因素。此外,学生的学习行为在移动学习与成绩之间的关系中起到了部分中介作用。研究结果表明,通过构建与学生学习行为相匹配的移动学习环境,可以提高学生的学业成绩。然而,必须开发适合移动学习的内容,并且未来应该针对这个主题开展研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15ea/8862787/e5c411dcb7fb/fpsyg-12-796298-g001.jpg

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