Abstract
This study examined the factors influencing students' intention to learn data analytics using Learning Management Systems (LMS) in the United Arab Emirates (UAE). Drawing on the Technology Acceptance Model (TAM), an online survey was distributed to students in Higher Education Institutions (HEIs) in the UAE who had studied data analytics online. The survey evaluated the students' attitudes toward e-learning, their Self-Efficacy (SE) in using e-learning systems, and their perceptions of the usefulness and ease of use of the LMS. Descriptive statistics, reliability analysis, and linear regression were used to analyze the data and test the four hypotheses. The study discovered that using LMS was widely accepted among students and increased their SE in learning data analytics. Both male and female students reported that LMS made it easier to manage their tasks and improved their practical learning assessments. The study provides recommendations for policymakers, practitioners, and researchers in HEIs to improve the use of LMS for online learning, specifically for data analytics courses.
Metadata
Item Type: | Article |
---|---|
Creators: | Creators Email / ID Num. Nora Azima Noordin, Nora Azima Noordin nazima@hct.ac.ae Ahmed Abdallah Yousif Al-Ali, Meera meera.alali.2000@gmail.com Adil Hadid Obaid Alkhamisi, Mariam malkhamisi_@hotmail.com |
Subjects: | L Education > LB Theory and practice of education > Teaching (Principles and practice) > Teaching aids and devices L Education > LB Theory and practice of education > Higher Education |
Divisions: | Universiti Teknologi MARA, Shah Alam > Faculty of Education |
Journal or Publication Title: | Asian Journal of University Education (AJUE) |
UiTM Journal Collections: | Listed > Asian Journal of University Education (AJUE) |
ISSN: | 2600-9749 |
Volume: | 20 |
Number: | 3 |
Page Range: | pp. 688-702 |
Keywords: | Data Analytics, Higher Education, Learning Management Systems, Technology Acceptance Model |
Date: | October 2024 |
URI: | https://ir.uitm.edu.my/id/eprint/111518 |