Open Access Research

Implications of E-learning systems and self-efficiency on students outcomes: a model approach

Tanzila Saba

Author Affiliations

Faculty of Computer Science and Information Systems, Universiti Teknologi Malaysia, Johor Bahru, Johor, Malaysia

Human-centric Computing and Information Sciences 2012, 2:6 doi:10.1186/2192-1962-2-6

Published: 15 March 2012

Abstract

Background

This paper presents a model approach to examine the relationships among e-learning systems, self-efficacy, and students' apparent learning results for university online courses.

Methods

Independent variables included in this study are e-learning system quality, information quality, computer self-efficacy, system-use, self-regulated learning behavior and user satisfaction as prospective determinants of online learning results. An aggregate of 674 responses of students completing at least one online course from Wawasan Open University (WOU) Malaysia were used to fit the path analysis model.

Results

The results indicated that system quality, information quality, and computer self-efficacy all affected system use, user satisfaction, and self-managed learning behavior of students.

Conclusion

Proposed path analytical model suggests that hypothesized variables are useful to forecast e-learning results

Keywords:
E-learning systems; System quality; Information quality; User-satisfaction; Self-regulated learning behavior