role of learning-related emotions, emotion regulation and technology acceptance in learner engagement with online professional development

Xiaochen Lin, Jeong Jin Yu, Qian Wang, Maria Limniou, Henk Huijser, Haibo Gu
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Abstract

People have different attitudes toward taking professional training courses online despite the post-pandemic movement towards e-learning in adult education. Limited studies have linked adult learners’ emotions with their attitudes towards technology (i.e., technology acceptance) and investigated their impacts on adult learners’ engagement in online professional development. This study aims to fulfil this gap by testing the mediating effect of technology acceptance between learning-related emotions and online learning engagement in professional development, and the moderating effect of emotion regulations therein. The study draws on the theoretical grounding from Control-Value Theory, Unified Theory of Acceptance and Use of Technology (UTAUT), and the Process Model of Emotion Regulation. After collecting data from 254 higher education faculty through an online questionnaire, the study applied a partial least squares structural equation model (PLS-SEM) for its results. The findings show that learning-related emotions are associated with technology acceptance and emotion regulation moderates those associations. Furthermore, the results suggest that technology acceptance mediates between learning-related emotions and online learning engagement. These findings strengthen the need to attend to affect in adults’ online learning and stress the importance of emotion in embracing technology for enhancing learning engagement among adult learners.
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学习相关情绪、情绪调节和技术接受在学习者参与在线职业发展中的作用
尽管成人教育中的电子学习已成为一种流行趋势,但人们对参加在线专业培训课程的态度各不相同。很少有研究将成人学员的情绪与他们对技术的态度(即技术接受度)联系起来,并调查它们对成人学员参与在线专业发展的影响。本研究旨在通过检验技术接受度在学习相关情绪和在线学习参与专业发展之间的中介效应,以及情绪调节在其中的调节效应,填补这一空白。本研究借鉴了控制价值理论、技术接受与使用统一理论(UTAUT)和情绪调节过程模型的理论基础。研究通过在线问卷收集了 254 名高校教师的数据,并运用偏最小二乘法结构方程模型(PLS-SEM)得出研究结果。研究结果表明,与学习相关的情绪与技术接受度相关,而情绪调节调节了这些关联。此外,研究结果还表明,技术接受度在学习相关情绪和在线学习参与度之间起着中介作用。这些发现加强了在成人在线学习中关注情感的必要性,并强调了情感在接受技术以提高成人学习者学习参与度方面的重要性。
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