Factors Influencing Undergraduate Students’ Online Learning Outcomes: A Structural Equation Modeling

Melissa Ng Lee Yen Abdullah, Tan Saw Fen, Mohd Ali Samsudin, Sim Tze Ying and Fung Chorng Yuan

SAGE Open, 2024, vol. 14, issue 2, 21582440241261834

Abstract: Online learning is on the rise, and it is becoming an important mode of learning in higher education. However, there are limited models that explain the link between learners’ characteristics, learning processes, and outcomes in an online learning environment. This study aims to examine the influence of online self-regulation on the experiences and engagement of students during online learning processes and their outcomes in terms of satisfaction and academic performance. A quantitative correlational design was used to achieve the objective of this study. Data collection was carried out using an online survey. A total of 609 undergraduates from four public and private universities in Malaysia were sampled. The partial least squares structural equation modeling (PLS-SEM) was run to analyze the obtained data. The results showed that online self-regulation is a presage factor affecting online learning processes. It significantly and positively affects students’ experiences and engagement in an online environment. These three factors explained more than two thirds of the variance in satisfaction, a key learning outcome of online learning. However, its predictive value for academic performance was weaker. The developed model can be used as a framework to promote positive online learning outcomes among undergraduate students. The implications of the study and recommendations for future research are discussed in this paper.

Keywords: online self-regulation; engagement; online learning experiences; performance; satisfaction (search for similar items in EconPapers)
Date: 2024
References: View references in EconPapers View complete reference list from CitEc
Citations:

Downloads: (external link)
https://journals.sagepub.com/doi/10.1177/21582440241261834 (text/html)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:sae:sagope:v:14:y:2024:i:2:p:21582440241261834

DOI: 10.1177/21582440241261834

Access Statistics for this article

More articles in SAGE Open
Bibliographic data for series maintained by SAGE Publications ().