Students' intention to learn data analytics using learning management systems in UAE higher education institutions: a study on the technology acceptance model / Nora Azima Noordin, Meera Ahmed Abdallah Yousif Al-Ali and Mariam Adil Hadid Obaid Alkhamisi

Nora Azima Noordin, Nora Azima Noordin and Ahmed Abdallah Yousif Al-Ali, Meera and Adil Hadid Obaid Alkhamisi, Mariam (2024) Students' intention to learn data analytics using learning management systems in UAE higher education institutions: a study on the technology acceptance model / Nora Azima Noordin, Meera Ahmed Abdallah Yousif Al-Ali and Mariam Adil Hadid Obaid Alkhamisi. Asian Journal of University Education (AJUE), 20 (3): 10. pp. 688-702. ISSN 2600-9749

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
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