Students' retention on online learning: Establishing a predictive model at a private university in Vietnam

Quang Hai Tran, Thanh Minh Nguyen
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Abstract

Low levels of student retention have become one of the most significant issues that online learning has brought about. Through the literature review, most studies have pointed out some factors contributing to student retention in online learning environments; however, few have focused on establishing a model that minimizes student dropout rates. Hence, this paper aims to formulate a predictive model to tackle this issue. Through the quantitative survey design and the PSL-SEM approach in data analysis, the research involved 100 students. After analyzing the data, it is suggested that some factors and their relationship with student retention. These were Academic locus of control, Flow experience, Satisfaction, and Learning strategies. Also, this study indicated that to improve the students’ retention in online learning, Student satisfaction should be paid more attention rather than the others.
学生在线学习的留存率:在越南私立大学建立预测模型
低水平的学生保留率已经成为在线学习带来的最重要的问题之一。通过文献综述,大多数研究都指出了一些影响在线学习环境下学生记忆的因素;然而,很少有人专注于建立一个最小化学生辍学率的模型。因此,本文旨在建立一个预测模型来解决这一问题。通过定量调查设计和数据分析中的PSL-SEM方法,研究涉及100名学生。通过对数据的分析,提出了影响学生保留率的因素及其关系。它们是学业控制点、心流体验、满意度和学习策略。此外,本研究还表明,要提高学生在线学习的保留率,学生满意度比其他因素更重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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