Student Perceptions of the Effectiveness of E-Learning in Higher Education: A Comparative Study of Two Universities in Indonesia and Malaysia
Abstract
This study examines students' perceptions of the effectiveness of e-learning in higher education, focusing on the use of Learning Management Systems (LMS) at two universities in Indonesia and Malaysia. The research investigates how e-learning impacts lecture delivery and its overall effectiveness in promoting student engagement and learning outcomes. The study population includes students from the Arabic Language Education Program at a university in Indonesia and the Islamic History and Language Programs at a university in Malaysia, for the 2023-2024 academic year. A random sampling technique was employed, and the sample size was determined using the Slovin formula. Data were collected through questionnaires, observations, and interviews. Data analysis involved calculating the average score of questionnaire responses, which were then presented using tables and graphs. The findings indicate that students from both universities perceive e-learning as highly effective. This suggests that the use of LMS as an instructional tool is viewed positively by students and is considered an effective method for enhancing learning experiences in higher education. The results highlight the potential of e-learning platforms to support academic engagement and improve learning outcomes. The study has significant implications for the continued development of e-learning strategies and offers valuable insights for refining the implementation of online learning environments in higher education.
Abstrak:
Penelitian ini mengkaji persepsi mahasiswa terhadap efektivitas e-learning dalam pendidikan tinggi, dengan fokus pada penggunaan Sistem Manajemen Pembelajaran (LMS) di dua universitas di Indonesia dan Malaysia. Penelitian ini menyelidiki bagaimana e-learning mempengaruhi penyampaian materi kuliah dan efektivitas keseluruhannya dalam meningkatkan keterlibatan mahasiswa dan hasil pembelajaran. Populasi penelitian ini mencakup mahasiswa dari Program Pendidikan Bahasa Arab di sebuah universitas di Indonesia dan Program Sejarah dan Bahasa Islam di sebuah universitas di Malaysia, pada tahun akademik 2023-2024. Teknik pengambilan sampel yang digunakan adalah sampel acak, dan ukuran sampel ditentukan dengan menggunakan rumus Slovin. Data dikumpulkan melalui kuesioner, observasi, dan wawancara. Analisis data dilakukan dengan menghitung skor rata-rata dari jawaban kuesioner, yang kemudian disajikan dalam bentuk tabel dan grafik. Hasil analisis menunjukkan bahwa mahasiswa dari kedua universitas memandang e-learning sebagai sangat efektif. Hal ini menunjukkan bahwa penggunaan LMS sebagai alat pembelajaran dipandang positif oleh mahasiswa dan dianggap sebagai metode yang efektif dalam meningkatkan pengalaman belajar di pendidikan tinggi. Hasil penelitian ini menyoroti potensi platform e-learning dalam mendukung keterlibatan akademik dan meningkatkan hasil pembelajaran. Penelitian ini memiliki implikasi penting untuk pengembangan strategi e-learning yang berkelanjutan dan memberikan wawasan berharga untuk menyempurnakan penerapan lingkungan pembelajaran daring di pendidikan tinggi.
Downloads
References
Aldosemani, T. I. (2023). A Technology-acceptance-model-based study of the attitudes towards learning management systems among teachers during the COVID-19 pandemic. International Journal of Online Pedagogy and Course Design, 13(1). https://doi.org/10.4018/IJOPCD.325240.
Al-Sous, N., Almajali, D., Al-Radaideh, A. T., Dahalin, Z., & Dwas, D. (2023). Integrated e-learning for knowledge management and its impact on innovation performance among Jordanian manufacturing sector companies. International Journal of Data and Network Science, 7(1), 495–504. https://doi.org/10.5267/j.ijdns.2022.8.009.
Ayus, A. D., Gusniwati, G., & Buhaerah, B. (2021). The effectiveness of online-based mathematics learning (e-learning) on student learning achievement. Mathematics Education Journal, 4(1), 31–36.
Bawanti, P. K. D., & Arifani, Y. (2021). The students' perceptions of using Zoom application on mobile phones in improving speaking skills during online learning at Ban Loeiwangsai School, Loei Province, Thailand. Journal of English Teaching, Literature, and Applied Linguistics, 5(1), 54–61. https://doi.org/10.30587/jetlal.v5i1.2212.
Cahyawati, D., & Gunarto, M. (2020). Persepsi mahasiswa terhadap pembelajaran daring pada masa pandemi Covid-19. Jurnal Inovasi Teknologi Pendidikan, 7(2), 150–161. https://doi.org/10.21831/jitp.v7i2.33296.
Divanji, R. A., Bindman, S., Tung, A., Chen, K., Castaneda, L., & Scanlon, M. (2023). A one stop shop? Perspectives on the value of adaptive learning technologies in K-12 education. Computers and Education Open, 5. https://doi.org/10.1016/j.caeo.2023.100157.
Dospinescu, O., & Dospinescu, N. (2020). Perception over e-learning tools in higher education: Comparative study Romania and Moldova. In Proceedings of the IE 2020 International Conference. https://doi.org/10.24818/ie2020.02.01.
Elyas, A. H. (2018). Penggunaan model pembelajaran e-learning dalam meningkatkan kealitas pembelajaran. Jurnal Warta Dharmawangsa, 56. https://doi.org/10.46576/wdw.v0i56.4.
Fadillah, R., Ganefri, Yulastri, A., & Hidayat, H. (2023). Development of mobile learning based on digital entrepreneurs using paspberry pi on TVET. International Journal on Advanced Science, Engineering and Information Technology, 13(6), 2231–2239. https://doi.org/10.18517/ijaseit.13.6.18608.
Fajri, Z., Baharun, H., Muali, C., Farida, L., & Wahyuningtiyas, Y. (2021). Student’s learning motivation and interest: The effectiveness of online learning during the COVID-19 pandemic. Journal of Physics: Conference Series, 1899(1), 12178. https://iopscience.iop.org/article/10.1088/1742-6596/1899/1/012178.
Gómez-Trigueros, I. M., & Bustamante, C. (2023). New perspectives on teacher preparation in digital competencies. Bordon Revista de Pedagogia, 75(4), 11–30. https://doi.org/10.13042/Bordon.2023.100532.
Haand, M. T., & Tareen, H. (2020). A case study of UiTM post-graduate students’ perceptions on online learning: Benefits & challenges. International Journal of Academic Research in Psychology, 4(6), 86–94. https://www.ijarp.org/published-research-papers/june2020/A-Case-Study-Of-Uitm-Post-graduate-Students-Perceptions-On-Online-LearningBenefits-Challenges.pdf.
Habib, M. (2023). Digital transformation strategy for developing higher education in conflict-affected societies. Social Sciences and Humanities Open, 8(1). https://doi.org/10.1016/j.ssaho.2023.100627.
Han, X. (2025). Research on english E-learning teaching model based on digital entertainment and gamification experience: Interactive teaching experience. Entertainment Computing, 52. https://doi.org/10.1016/j.entcom.2024.100867.
Irawan, S., & Listyaningsih, R. (2021). Student perceptions of online learning. Scholaria: Journal of Education and Culture, 11(3), 216–225. https://doi.org/10.46799/jst.v2i7.329.
Li, M., Zhou, D., Liu, X., & Zan, H. (2025). Simulation of E-learning virtual interaction in Chinese language and literature multimedia teaching system based on video object tracking algorithm. Entertainment Computing, 52. https://doi.org/10.1016/j.entcom.2024.100764.
Liu, J. (2025). Development of interactive English e-learning video entertainment teaching environment based on virtual reality and game teaching emotion analysis. Entertainment Computing, 52. https://doi.org/10.1016/j.entcom.2024.100884.
Muqorobin, M., & Rais, N. A. R. (2020). Analysis of the role of information system technology in college learning during the coronavirus pandemic. In Proceedings of the National Seminar & Call for Paper STIE AAS, 3(1), 157–168. https://doi.org/10.29040/ijcis.v1i2.15.
Nikolopoulou, K., Tsimperidis, I., & Tsinakos, A. (2023). Undergraduate students’ perceived mobile technology-learning barriers in their academic studies: a study in Greece. Discover Education, 2(1). https://doi.org/10.1007/s44217-023-00068-5.
O’Connor, J., Ludgate, S., Le, Q.-V., Le, H. T., & Huynh, P. D. P. (2023). Lessons from the pandemic: Teacher educators’ use of digital technologies and pedagogies in Vietnam before, during and after the Covid-19 lockdown. International Journal of Educational Development, 103. https://doi.org/10.1016/j.ijedudev.2023.102942.
Riduwan. (2016). Basics of statistics (8th ed.). Bandung: Alfabeta.
Satyawan, I. M., Lasmawan, I. W., Artanayasa, I. W., Swadesi, I. K. I., & Yoda, I. K. (2023). The development of interactive multimedia in e-learning Undiksha to improve soccer learning outcomes in FOK Undiksha. Journal of Physical Education and Sport, 23(12), 3468–3477. https://doi.org/10.7752/jpes.2023.12398.
Shoaib, M. H., Sikandar, M., Yousuf, R. I., Parkash, M., Kazmi, S. J. H., Ahmed, F. R., Ahmed, K., Saleem, M. T., & Zaidi, S. H. (2023). Graduate and postgraduate educational challenges during the COVID-19 pandemic period: Its impact and innovations—a scoping review. Systematic Reviews, 12(1). https://doi.org/10.1186/s13643-023-02359-2.
Sumra, K. B., Mumtaz, M., Mohamed, N. D., Haseeb, A., & Ansari, S. H. (2022). Online education amid COVID-19 crisis: Issues and challenges at higher education level in Pakistan. International Journal of Educational Research and Innovation, 2022(18), 240–259. https://doi.org/10.46661/ijeri.6429.
Susanty, S. (2020). Online learning innovation in independent learning. Scientific Journal of Hospitality, 9(2), 157–166.
Wetsch, W. A., Link, N., Rahe-Meyer, N., Dumcke, R., Stock, J. M., Böttiger, B. W., & Wingen, S. (2024). Comparison of blended e-learning and face-to-face-only education for resuscitation training in German schools – A cluster randomized-controlled prospective study. Resuscitation Plus, 20. https://doi.org/10.1016/j.resplu.2024.100767.
Yamamoto, K., Akiyoshi, K., Kondo, H., Akioka, H., Teshima, Y., Yufu, K., Takahashi, N., & Nakagawa, M. (2023). Innovations in online classes introduced during the COVID-19 pandemic and their educational outcomes in Japan. BMC Medical Education, 23(1). https://doi.org/10.1186/s12909-023-04874-1.
Yong, L. (2024). Simulation of E-learning video recommendation based on virtual reality environment on English teaching platform. Entertainment Computing, 51. https://doi.org/10.1016/j.entcom.2024.100757.
Zain-Alabdeen, E. H. (2023). Evaluation and perception of an edpuzzle class compared with a traditional class among oral radiology undergraduate students. European Journal of General Dentistry, 12(2), 115–120. https://doi.org/10.1055/s-0043-1770987.
Zeng, Y., Chen, X., & Jin, R. (2023). Ensemble active learning by contextual bandits for AI incubation in manufacturing. ACM Transactions on Intelligent Systems and Technology, 15(1). https://doi.org/10.1145/3627821.
Copyright (c) 2024 Fathul Maujud, Muhammad Nurman, Makmur Harun, Zidan Fitrayadi Rahman
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Authors who publish with this journal agree to the following terms:
1) Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
2) Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
3)Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).