Exploration on Factors Affecting Students’ Persistence Intention in Completing MOOCs—Taking Psychomotor Domain Course as an Example

Hsi-Hsun Yang, Jia-Yu Lin
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Abstract

This study mainly explored the completion status of MOOC students’ psychomotor domain courses. This study probed into the effects of basic psychological needs and engagement factors on persistence intention in completing MOOCs in the psychomotor domain from the students’ perspective. Partial least squares structural equation modeling (PLS-SEM) was employed to analyze the valid survey data from 214 subjects for direct influences of these factors. The results of the study show among the 12 hypotheses that the basic psychological needs factors directly affect the participation factors, eight were partially supported. This finding means that meeting students’ basic psychological needs can be used as a motivational approach in promoting their participation in learning activities. Secondly, among the four hypotheses that the engagement factors influence students’ persistence intention in completing MOOCs, three were partially supported. This result shows that students who participate in learning activities in behavioural, emotional, and cognitive aspects have the intention to complete the MOOCs they are studying. In general, basic psychological needs and engagement factors positively affect students’ persistence intention in completing MOOCs in the psychomotor domain. CCS CONCEPTS • Applied computing • Education • Distance learning Additional Keywords and Phrases: MOOCs, psychomotor domain, basic psychological needs satisfaction, student engagement, persistence intention in completing
影响学生完成慕课坚持意愿的因素探析——以精神运动领域课程为例
本研究主要探讨MOOC学生精神运动领域课程的完成情况。本研究从学生的角度探讨了基本心理需求和投入因素对完成精神运动领域慕课坚持意愿的影响。采用偏最小二乘结构方程模型(PLS-SEM)对214名被试的有效调查数据进行分析,探讨这些因素的直接影响。研究结果显示,在基本心理需求因素直接影响参与因素的12个假设中,有8个假设得到部分支持。这一发现意味着满足学生的基本心理需求可以作为促进学生参与学习活动的动机方法。其次,在参与因素影响学生完成mooc的坚持意愿的四个假设中,有三个假设得到部分支持。这一结果表明,在行为、情感和认知方面参与学习活动的学生有意愿完成他们正在学习的mooc。总体而言,基本心理需求和投入因素正向影响学生完成精神运动领域慕课的坚持意愿。附加关键词和短语:mooc,精神运动领域,基本心理需求满足,学生参与,完成的持久性意图
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