基于学习者感知的在线学习成功预测:信息系统成功模型与安全三角框架的整合

Ahmed Al-Azawei, A. Abdullah, M. Mohammed, Zaid A. Abod
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引用次数: 0

摘要

尽管在线学习在世界范围内无处不在,但早期的研究忽视了它的实际使用与安全问题之间的关系。学习者在使用学习技术时缺乏安全意识的问题仍然很少被研究。本文将Delone和McLean的信息系统成功(D&M-ISS)模型与安全三角框架相结合。收集了伊拉克不同大学和各种学科的2 451名高等教育学生的数据。除了D&M-ISS因素的有效性外,基于结构方程模型的研究结果表明,安全三角框架的三个结构-即保密性,完整性和可用性-是学生使用在线学习的重要预测因素。因此,本研究可以帮助学术组织了解导致在线学习成功实施的因素和学习者的安全意识。
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Predicting Online Learning Success Based on Learners’ Perceptions: The Integration of the Information System Success Model and the Security Triangle Framework
Although online learning has become ubiquitous worldwide, earlier research has neglected the relationship between its actual use and security concerns. Learners’ lack of security awareness while using learning technologies remains rarely studied. This paper integrates Delone and McLean’s information system success (D&M-ISS) model with the security triangle framework. Data from 2,451 higher education students at different universities and a wide variety of disciplines in Iraq were collected. In addition to the effectiveness of the D&M-ISS factors, the research findings based on the structural equation model suggest that the three constructs of the security triangle framework—namely, confidentiality, integrity, and availability—were significant predictors of students’ use of online learning. This research can thus help academic organizations understand factors that can lead to the successful implementation of online learning and learners’ security awareness.
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