Improving Online Learning through the Use of Learning Management System Platform: A Technology Acceptance Model-Technology Readiness Index Combination Model Approach

I. Mufidah, Luthfi Romiz Husaini, Dino Caesaron
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引用次数: 3

Abstract

The COVID-19 pandemic push the learning revolution. The previous onsite learning is suddenly change to online learning. Current technological developments support the online learning application through the use of Learning Management System Platform. However, some problems are found during the application of online learning. Thus, this research aims to improve online learning through the use of Learning Management System Platform. The Technology Acceptance Model and the Technology Readiness Index model were combined to identify the critical factors influencing the intention to use Learning Management System. Fourteen hypotheses were proposed and tested using the Structural Equation Modelling method run in Partial Least Square software. The results indicated that eight hypotheses were accepted. The accepted hypothesis represents the criticality to consider innovativeness, job relevance, perceived enjoyment, perceived security and subjective norm in the Learning Management System usage during online learning during the COVID-19 Pandemic
利用学习管理系统平台改进在线学习:一种技术接受模型-技术准备指数组合模型方法
COVID-19大流行推动了学习革命。以前的现场学习突然变成了在线学习。当前的技术发展通过使用学习管理系统平台支持在线学习应用。然而,在在线学习的应用过程中也发现了一些问题。因此,本研究旨在通过使用学习管理系统平台来改善在线学习。结合技术接受度模型和技术准备度指数模型来确定影响学习管理系统使用意愿的关键因素。提出了14个假设,并利用偏最小二乘软件中的结构方程建模方法进行了检验。结果表明,有8个假设被接受。可接受的假设代表了在COVID-19大流行期间在线学习管理系统使用中考虑创新性、工作相关性、感知享受、感知安全性和主观规范的重要性
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