Exploring key parameters influencing student performance in a blended learning environment using learning analytics

Shabnam Ara S J () and Tanuja R ()

Journal of Education and e-Learning Research, 2024, vol. 11, issue 1, 77-89

Abstract: Understanding the factors that influence students' results in hybrid learning environments is becoming increasingly important in today's educational environment. The goal of this research is to examine factors that influence students' academic performance as well as their level of participation in blended learning environments. A comprehensive study was conducted with 330 interested participants from the prestigious government polytechnics of the state of Karnataka in order to achieve this goal. Our data acquisition approach relied on the administration of a meticulously crafted survey questionnaire. The conceptual framework underpinning this study seamlessly integrates Transactional Distance Theory (TDT) principles with valuable insights derived from prior research. The Welch test and one-way ANOVA (Analysis of Variance) are two statistical approaches that we used selectively to reinforce our research which produced surprising results. These findings underscore the pivotal role played by certain specific factors. The geographical location of learners and the medium through which they pursue their studies have emerged as critical determinants significantly influencing academic performance. Aspects like the frequency of login activities and active engagement in forum discussions have been found to exert a positive influence on learners' academic performance. In contrast, the duration of sleep did not show a significant impact on performance. These insights bear tangible implications for teachers and policymakers who are dedicated to the enhancement of the quality of BL programs with the ultimate goal of enriching the overall educational experience.

Keywords: Academic achievement; Blended learning; Learner performance; Learning analytics; Online learning platforms; Student engagement; Transactional distance theory. (search for similar items in EconPapers)
Date: 2024
References: Add references at CitEc
Citations:

Downloads: (external link)
http://www.asianonlinejournals.com/index.php/JEELR/article/view/5330/2735 (application/pdf)

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:aoj:jeelre:v:11:y:2024:i:1:p:77-89:id:5330

Access Statistics for this article

More articles in Journal of Education and e-Learning Research from Asian Online Journal Publishing Group
Bibliographic data for series maintained by Sara Lim ().