2022 IEEE 2nd International Conference on Educational Technology (IEEE ICET 2022) Exploring Factors Affecting Online Learners' Intention to Continue Learning in E-learning: A Meta-Analysis

Yong Liu, Hexin Li, Aiyang Zhang
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Abstract

The research on the influencing factors of continuance learning intention has been a hot topic in recent years due to the low completion rates in e-learning. In this study, a meta-analysis method is exploited to analyze the following questions: What are the main factors that affect online learners' continuance learning intention? What are the influential degrees of these factors? What are the different effects of these factors on learners in China Mainland and the outside? The results show that the main 21 factors are extracted and they all have a positive impact on online learners' intention to continue learning, 13 of them have a large degree of positive impact, and the other eight have a moderate positive impact. Among these influencing factors, the factor of “Attainment value” (effect size $r =0.752$) has the largest impact on the e-learners' continuance learning intention, while the factor of “Intrinsic motivation” has a significant difference in the influence between China Mainland and the outside. Finally, some implications are provided to improve the e-learners' continuance learning intention.
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2022年IEEE第二届国际教育技术会议(IEEE ICET 2022)探讨在线学习者在电子学习中继续学习意愿的影响因素:一项荟萃分析
由于网络学习完成率较低,对继续学习意愿影响因素的研究成为近年来研究的热点。本研究采用元分析方法分析以下问题:影响在线学习者继续学习意愿的主要因素是什么?这些因素的影响程度如何?这些因素对中国大陆和国外的学习者有什么不同的影响?结果表明,提取出的21个主要因素均对在线学习者的继续学习意愿产生积极影响,其中13个因素具有较大程度的积极影响,其余8个因素具有中等程度的积极影响。在这些影响因素中,“成就价值”因素(效应量r =0.752美元)对在线学习者继续学习意愿的影响最大,而“内在动机”因素在中国大陆和外部的影响存在显著差异。最后,提出了提高网络学习者继续学习意愿的启示。
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