The acquisition of non-proprietary and proprietary learning management system has provided a richer learning experience to users and raised interest among education providers. This study aims to assess student adoption of Canvas as a new learning management system and its potential as a web-based platform in the e-learning programme of the University of the East. This study also assessed student readiness in using Canvas. A survey was administered to 214 students of the University of the East through snowball sampling. An Exploratory Factor Analysis was conducted to examine the validity of the model. A Confirmatory Factory Analysis was used to validate the Exploratory Factor Analysis results and analyse the correlation of the constructs. A Structural Equation Modelling was conducted to analyse the relationships between the constructs, which were evaluated using fit indices. Adopted from the Technology Acceptance Model, the constructs perceived ease of use, perceived usefulness, and attitude were studied. The study reveals that students perceived usefulness and attitude towards using Canvas in a web-based platform have direct and significant effects on their intention to use Canvas. The students perceived ease of use has a significant effect on their perceived usefulness but has no significant effects on their attitude towards the use of Canvas. The students technological maturity and prior experience in using a learning management system influenced their beliefs on the adaptation of similar technology. Exploring the potential benefits of Canvas and factors affecting the students adoption amplifies access to quality education to fulfil educational directives. Furthermore, educational institutions should explore technological migration related to teaching and learning processes.
翻译:获得非专有和专有性学习管理系统为用户提供了更丰富的学习经验,提高了教育提供者的兴趣,这项研究旨在评估学生接受坎瓦斯作为新的学习管理系统的学生及其作为东大学电子学习方案网上平台的潜力,这项研究还评估学生是否准备使用坎瓦斯;通过雪球取样,对东大学214名学生进行了调查;为审查模型的有效性,进行了探索因素分析;利用确认工厂分析,验证了探索要素分析结果,分析了这些建筑的相互关系;进行了结构衡平模型,分析这些建筑之间的关系,并使用适当指数对这种关系进行评价;从技术接受模型中采用,研究认为使用容易、有用和态度的构想;研究显示,学生认为在网上平台使用坎瓦斯的有用性和态度,对其使用Canvas的意向具有直接和重大的影响;学生认为易于使用,对其认为有用性分析结果产生了显著的影响,但对于他们使用Canvas的教学指令的态度没有产生显著影响;从技术接受模型中汲取技术成熟性的经验,从而影响学生的学习程度,从而改变其学习程度。