What Drives Rural Students’ Online Learning Continuance Intention: An SEM Approach

Ling L. Liang, Qifang Zhong, Mingzhang Zuo, Heng Luo, Zhonghua Wang
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引用次数: 2

Abstract

Affected by the COVID-19, almost everywhere, including rural areas, had to learn online at home. However, the experience during this period would directly affect the interest and willingness to learn online in the future, especially for rural students. This study examined the factors influencing online learning continuance intention in rural areas by empirical investigations on large-scale online teaching in rural schools from four provinces. About 18000 questionnaires were collected and the structural equation model (SEM) about the proposed expanded Technology Acceptance Model (TAM) in this study showed a high degree of fit, accounting for 64 % of the variance in the continuance intention. It also revealed that perceived usefulness, perceived ease of use, behavioral and emotional engagement all have a positive impact on students’ online learning continuance intention. However, cognitive engagement was not found to affect continuance intention. Finally, it offered some recommendations for educators to optimize the design of large-scale online instructions for rural students in the future and research new external factors of TAM.
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农村学生在线学习延续意愿的动因:一种SEM方法
受新冠肺炎疫情影响,包括农村地区在内的几乎所有地方都不得不在家在线学习。然而,这段时间的经历会直接影响到未来在线学习的兴趣和意愿,尤其是对农村学生来说。本研究通过对四省农村学校大规模网络教学的实证调查,探讨了农村在线学习继续意愿的影响因素。问卷共收集18000份,本文提出的扩展技术接受模型(TAM)的结构方程模型(SEM)拟合度较高,占延续意愿方差的64%。感知有用性、感知易用性、行为投入和情感投入对学生在线学习继续意愿均有正向影响。然而,认知投入并没有影响延续意愿。最后,为教育工作者今后优化农村学生大规模网络教学设计和研究TAM新的外部因素提供了一些建议。
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