Systematic Literature Review: System User Experience Analysis E-Learning Using the System Usability Scale (SUS) Method
Authors
Information Systems Study Program, Faculty of Science and Technology, State Islamic University of Sultan Syarif Kasim Riau, Pekanbaru, Riau (Indonesia)
Information Systems Study Program, Faculty of Science and Technology, State Islamic University of Sultan Syarif Kasim Riau, Pekanbaru, Riau (Indonesia)
Information Systems Study Program, Faculty of Science and Technology, State Islamic University of Sultan Syarif Kasim Riau, Pekanbaru, Riau (Indonesia)
Information Systems Study Program, Faculty of Science and Technology, State Islamic University of Sultan Syarif Kasim Riau, Pekanbaru, Riau (Indonesia)
Information Systems Study Program, Faculty of Science and Technology, State Islamic University of Sultan Syarif Kasim Riau, Pekanbaru, Riau (Indonesia)
Information Systems Study Program, Faculty of Science and Technology, State Islamic University of Sultan Syarif Kasim Riau, Pekanbaru, Riau (Indonesia)
Information Systems Study Program, Faculty of Science and Technology, State Islamic University of Sultan Syarif Kasim Riau, Pekanbaru, Riau (Indonesia)
Article Information
DOI: 10.47772/IJRISS.2026.100600680
Subject Category: Islamic Studies
Volume/Issue: 10/6 | Page No: 9690-9702
Publication Timeline
Submitted: 2026-06-10
Accepted: 2026-06-15
Published: 2026-07-01
Abstract
The use of e-learning systems in universities still faces crucial obstacles related to the aspects of user experience and the quality of system usability. Some of the obstacles that are often complained about by the academic community include confusing navigation schemes, difficulty tracking class or course menus, and less intuitive task interface visualization. This problem directly reduces the effectiveness of knowledge transfer and the satisfaction of digital academic interactions. This study aims to present a comprehensive analysis of the urgency of user experience evaluation on online learning platforms and test the effectiveness of the System Usability Scale (SUS) method as the main measurement instrument. The approach used is Systematic Literature Review (SLR) with reference to structured methodological standards. Based on tracking on the academic databases Google Scholar and Semantic Scholar in the last ten years (2016–2026), 33 relevant scientific articles were obtained for in-depth analysis and synthesis. The results of the literature review show that the SUS method has proven to be consistent as a very effective, reliable, and efficient evaluation tool because it is able to produce objective quantitative data visualization based on direct user perception. Empirical findings from dozens of studies confirm the presence of interface functionality and aesthetic gaps on various Learning Management System (LMS) platforms. The literature synthesis concludes that the implementation of regular user experience evaluations is crucial to ensure the sustainability, efficiency, and convenience of the online learning system. The results of this study provide theoretical contributions as well as practical recommendations in the form of technical roadmaps for the development of interface design and navigation structures in the E-Learning System of UIN Suska Riau to become more adaptive, modern, and user-friendly.
Keywords
User Experience, Usability, E-Learning, System Usability Scale (SUS)
Downloads
References
1. Abuhlfaia, K., & de Quincey, E. (2019). Evaluating the Usability of an E-Learning Platform within Higher Education from a Student Perspective. Proceedings of the 2019 Conference on Human Information Interaction and Retrieval. [Google Scholar] [Crossref]
2. Antika, L. R., & Yulianingsih, W. (2023). Analysis of the e-learning system at the University of PGRI Palembang using the SUS method. Journal of Information Technology. [Google Scholar] [Crossref]
3. Ardhana, B. (2022). Evaluation of the Usability of Qamarul Huda University with SUS. Journal of Informatics. [Google Scholar] [Crossref]
4. Brooke, J. (1996). SUS: A 'quick and dirty' usability scale. In P. W. Jordan et al. (Eds.), Usability Evaluation in Industry (pp. 189–194). CRC Press. https://doi.org/10.1201/9781498710411-35 [Google Scholar] [Crossref]
5. Dewi, A. P., et al. (2020). Evaluation and Recommendations for Improvement of the VLM Website Universitas Brawijaya on Mobile Devices Using Heuristic Evaluation and SUS Methods. Journal of Information Technology and Computer Science. [Google Scholar] [Crossref]
6. Fadlilah, N., Saniah, P. D., & Mudrikah, U. (2024). Evaluation of the use of learning technology and its impact on the quality of learning at MTs Miftahul Huda. Journal of Pelita Manajemen Pendidikan 2(2), 58–67. https://doi.org/10.59188/jpm.v2i2.215 [Google Scholar] [Crossref]
7. Falah, N. A., Wahyuni, E. D., & Nastiti, V. R. S. (2023). Analysis of E-Learning User Satisfaction Using SUS (Case Study: MA Muhammadiyah 1 Malang). Journal of Repositories, 5(3), 311–322. [Google Scholar] [Crossref]
8. Fatmawati, E. (2021). Evaluation of Usability on an OpenLearning LMS Using SUS. Journal of Indonesian Librarians. [Google Scholar] [Crossref]
9. Frobenius, F., et al. (2023). Analysis of the Usability of Learning Management Systems at Waskita, Amikom University. Journal of Information Technology. [Google Scholar] [Crossref]
10. Gavrila, A., & Parhusip, J. (2026). Analyze the Usability of Google Classroom Apps with SUS and Black Box. Journal of Information Systems. [Google Scholar] [Crossref]
11. Ginting, G. L., & Silalahi, N. (2025). Analyze user satisfaction with web-based Moodle e-learning with SUS. Journal of Informatics Management and Information Technology, 5(1), 59–64. https://doi.org/10.47065/jimit.v5i1.1293 [Google Scholar] [Crossref]
12. Herdianto, M. (2023). Evaluation of Sigarda E-Learning PT. Right Brain With BlackBox and SUS. Journal of Informatics. [Google Scholar] [Crossref]
13. Hidayati, N., et al. (2024). Analysis of System Usability with SUS on the Ministry of Trade's Kudagang LMS. Journal of Information Systems. [Google Scholar] [Crossref]
14. Imana, R., & Nugroho, A. (2023). UX Evaluation of the Open Learning System at Universitas Muhammadiyah Surakarta. Journal of Information Technology. [Google Scholar] [Crossref]
15. Irfani, M. H., & Sartika, D. (2023). XYZ University LMS Satisfaction Analysis Using SUS and K-Means. Global Informatics Scientific Journal, 14(1), 35–42. [Google Scholar] [Crossref]
16. Iryanti, M., et al. (2022). Measurement of E-Learning User Satisfaction with Heuristic and SUS Evaluation. Journal of Information Systems. [Google Scholar] [Crossref]
17. Isfa'Lana, A., & Majid, A. (2024). Microsoft Teams Quality Analysis uses SUS as a learning platform. Journal of Technology Education. [Google Scholar] [Crossref]
18. Jumaryadi, Y., & Mahdiana, D. (2022). Usability Testing of Budi Luhur University E-Learning System. Journal of Information Technology and Information Systems. [Google Scholar] [Crossref]
19. Lukman, A., et al. (2025). Usability Evaluation of the SiCanTiK E-Learning Platform Using SUS and USE. Journal of Computer Engineering. [Google Scholar] [Crossref]
20. Magfirah, R., et al. (2024). Evaluation of the Usefulness of Al-Fityan School's Digital Learning Platform. Journal of Computer Science. [Google Scholar] [Crossref]
21. Mardiah, S., et al. (2024). Usability Analysis of the SSN Polytechnic LMS Website Using SUS. Journal of Information Systems. [Google Scholar] [Crossref]
22. Nugraha, R., & Jumasa, A. (2020). Comparative Analysis of Usability Learning Management System in Politeknik Lamandau. Journal of Informatics. [Google Scholar] [Crossref]
23. Nurlistiani, S., & Purwati, A. (2021). Interpretation of E-Learning Usability Testing during the COVID-19 Pandemic. Journal of Computer Science and Informatics. [Google Scholar] [Crossref]
24. Okoli, C. (2015). A guide to conducting a standalone systematic literature review. Communications of the Association for Information Systems, 37(1), 879–910. https://doi.org/10.17705/1CAIS.03743 [Google Scholar] [Crossref]
25. Pebrianti, D., & Hidayah, N. (2026). Usability Evaluation in Kito Class E-Learning with Usability Testing and SUS. Journal of Information Systems. [Google Scholar] [Crossref]
26. Putera, I. G., et al. (2022). Evaluation of The E-Learning System Usability Using The System Usability Scale. E-Learning ITB STIKOM Bali. Journal of Information Technology. [Google Scholar] [Crossref]
27. Rahayu, N. (2025). Analysis of user satisfaction with Moodle e-learning using the SUS method. Journal of Computers, 3(2), 49–54. [Google Scholar] [Crossref]
28. Al Rasyid, I., et al. (2022). Analyze the level of user satisfaction with the implementation of the online exam LMS using the e-servqual method. SIX Journal, 4(2), 80–85. [Google Scholar] [Crossref]
29. Rippo, A., et al. (2020). The Influence of LENTERA as a Website-Based LMS on Learning Effectiveness. Journal of Informatics Management. [Google Scholar] [Crossref]
30. Sahara, R., et al. (2026). Usability evaluation using the SUS method and determining the correlation with the graduation rate. Journal of Information Systems. [Google Scholar] [Crossref]
31. Saputra, B., & Parhusip, J. (2026). Web Application Usability Measurement and Black Box Testing on GEN-IT E-Learning. Journal of Information Technology. [Google Scholar] [Crossref]
32. Setiawan, A., & Wicaksono, H. (2020). Evaluate Google Classroom usability using the System Usability Scale. Journal of Information Systems Engineering and Management. [Google Scholar] [Crossref]
33. Sudestra, I. N., et al. (2024). Improving Digital Learning: Evaluating the U Learn LMS with SUS. Journal of Information Technology Education. [Google Scholar] [Crossref]
34. Tsani, M. (2024). EduSmart User Experience Evaluation Using System Usability Scale (SUS). Journal of Information Systems of the University of Muhammadiyah Ponorogo. [Google Scholar] [Crossref]
35. Vlachogianni, P., et al. (2026). Perceived Usability of Learning Management Systems and University Websites. Computers & Education. [Google Scholar] [Crossref]
Metrics
Views & Downloads
Similar Articles
- Data Integration in Malaysian Syariah Courts: A Study of Challenges and Solutions
- The Concept of Family Well-Being from the Perspectives of Islam, Western Thought and Malaysia Madani
- Leveraging AI Tools for Islamic Scholarship: Podcast and eBook Innovations in Teaching the Sunni Intellectual Tradition
- Cryptocurrency and Shariah: Analyzing the Implications of Islamic Jurisprudence on Bitcoin and its Ethical Framework
- Islamic Credit Card and its Value-Based Proposition: A Perspective from Maqasid Al-Shariah