Examining the Perceived Consequences and Usage of MOOCs on Learning Effectiveness

A. Tamjidyamcholo, R. Gholipour, M. Kazemi
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引用次数: 9

Abstract

Massive Open Online Courses (MOOCs) have recently received a great deal of attention from the academic communities. However, these courses face low completion rates and there are very limited research pertaining to this problem. Therefore, this study uses Triandis theory to better understand variables that are indicative of MOOC completion. Furthermore, this study scrutinizes the quantitative relationship between MOOC usage and learning effectiveness. Two hundred and thirty-four users from selected Coursera participated in this study to evaluate the proposed model. The partial least squares (PLS) were used to analyze the collected data and test the research hypotheses. The results indicated that perceived consequences (including knowledge growth, social interaction, and compatibility) and affect have a significant impact on intention to use MOOC. In contrast, social factors delineated the insignificant effects on intention to use MOOC. The findings indicated that facilitative conditions and intentions to use MOOC have a strong and positive impact on the actual use of MOOC. Hypotheses regarding the influence of perceived consequences and the actual usage of MOOC on learning effectiveness were upheld.
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考察MOOC对学习效果的感知后果和使用
大规模在线开放课程(MOOC)最近受到了学术界的极大关注。然而,这些课程的完成率很低,与这个问题有关的研究非常有限。因此,本研究使用Triandis理论来更好地理解指示MOOC完成的变量。此外,本研究还考察了MOOC使用与学习效果之间的定量关系。来自选定Coursera的234名用户参与了这项研究,以评估所提出的模型。偏最小二乘法(PLS)用于分析所收集的数据并检验研究假设。结果表明,感知后果(包括知识增长、社交互动和兼容性)和情感对使用慕课的意愿有显著影响。相比之下,社会因素对MOOC使用意向的影响并不显著。研究结果表明,使用慕课的便利条件和意图对慕课的实际使用有着强烈而积极的影响。关于MOOC的感知后果和实际使用对学习效果的影响的假设得到了支持。
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审稿时长
20 weeks
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