
Technology-Embedded Educational Policy: Mediation Effects of the Use of Virtual Learning Influence on Learner Satisfaction
Author(s) -
Narain Das,
Kenneth Khavwandiza Sunguh,
Binesh Sarwar,
Adeel Ahmed,
Shah Hassan
Publication year - 2018
Publication title -
journal of education and training
Language(s) - English
Resource type - Journals
ISSN - 2330-9709
DOI - 10.5296/jet.v6i1.13856
Subject(s) - confirmatory factor analysis , mediation , structural equation modeling , psychology , knowledge management , virtual learning environment , social psychology , computer science , pedagogy , machine learning , political science , law
While research on the use of technology to enhance learner satisfaction has received so much consideration from scholars, only limited studies have examined the effects and usefulness of virtual learning about learner satisfaction. In this study, Technology Adoption Model (TAM) and Task-Technology Fit theory (TTF) have been integrated to explore how virtual learning plays a significant role specifically by testing the mediation effects that virtual learning has on the relationship between peer interaction, perceived usefulness, ease of use and learner satisfaction. The Structural Equation Modeling (SEM) technique was used to analyze the data whereby both Explanatory Factor Analysis (EFA) and a Confirmatory Factor Analysis (CFA) were performed on the variables. The results indicate that all hypotheses have been confirmed by providing significant positive relationships between the variables and more importantly, virtual learning plays a highly significant role in promoting learner satisfaction. It is concluded that higher learning institutions should incorporate virtual learning methods to motivate learners in order to encourage satisfaction hence ensuring higher performance.