Factors Influencing the Effectiveness of Online Learning Among University Students at Universiti Sains Malaysia

Kok Ban Teoh, Lian Xiang Wong, Pei Fang Wong, Shuang Er Wong, Ji Yan Wong, Priya Raj, Daisy Mui Hung Kee

Abstract


Online learning continues to remain an important mode of delivery in higher education, including at Universiti Sains Malaysia (USM) even after the return to physical classroom settings. However, the effectiveness of online learning is still debated, as different studies have reported mix outcomes. Therefore, this study aims to identify the factors influencing the effectiveness of online learning among students at USM. A quantitative research design was adopted, and an online questionnaire was distributed to 150 USM students who have participated in online learning. The data will be analyzed using SPSS to examine the relationships between the factors studied. The findings indicate that teaching presence, and technology usability contribute significantly to the effectiveness of online learning, while student engagement influence it indirectly. Overall, this study provides valuable insights that can help USM and Malaysian higher education improve online learning strategies, enhance digital teaching practices, and strengthen the delivery quality of online education within Malaysian higher education.


Keywords


Teaching Presence; Student Engagement; Technology Usability; Online Learning; Higher Education

References


Adeel, A., Batool, S., Kee, D. M. H., & Madni, Z.-u.-A. (2023). Why cognitive absorption is not enough: The role of knowledge absorption capacity and technological opportunity for individual learning. Asian Academy of Management Journal, 28(2), 239–274. https://doi.org/10.21315/aamj2023.28.2.9

Alshammari, S. H., & Alrehaili, T. A. (2025). The effect of teaching, social, and cognitive presence on student engagement in online courses: a structural equation modelling approach. Acta Psychologica, 258, 105183. https://doi.org/10.1016/J.ACTPSY.2025.105183

Alqurashi, E. (2019). Predicting student satisfaction and perceived learning within online learning environments. Distance Education, 40(1), 133–148. https://www.tandfonline.com/doi/full/10.1080/01587919.2018.1553562

Anderson, T., Rourke, L., Garrison, D. R., & Archer, W. (2001). Assessing teaching presence in a computer conferencing context. Online Learning, 5(2). https://doi.org/10.24059/OLJ.V5I2.1875

Anwar, A., Tick, A., Lim, Y. S., Kee, D. M. H., & Surienty, L. (2024). Business student problem-solving skills and e-learning management in Malaysia: Mediating role of student psychological motivation and peer collaboration. Asian Education and Development Studies, 13(4), 293–306. https://doi.org/10.1108/AEDS-11-2023-0155

Asenahabi, B. M., Ikoha, P. A., & Nambiro, A. W. (2022). Evaluating learning management system usability level towards online learning: University students perspective. International Journal of Computer Trends and Technology, 70(12), 12–20. https://doi.org/10.14445/22312803/IJCTT-V70I12P102

Baharuddin, M. F., Amin, Z. M., Rahmad, F., & Kaspol, M. (2022). Satisfaction on online learning during covid-19 pandemic: Perspective of Malaysian students. Environment-Behaviour Proceedings Journal, 7(SI10), 147–152. https://doi.org/10.21834/ebpj.v7iSI10.4108

Brooke, J. (1995). SUS—A Quick and Dirty Usability Scale. In P. W. Jordan, B. Thomas, B. A. Weerdmeester, & I. L. McClelland (Eds.), Usability Evaluation in Industry (pp. 189-194). London Taylor & Francis. https://hell.meiert.org/core/pdf/sus.pdf

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly: Management Information Systems, 13(3), 319–339. https://doi.org/10.2307/249008

DeLone, W. H., & McLean, E. R. (2003). The DeLone and McLean model of information systems success: A ten-year update. Journal of Management Information Systems, 19(4), 9–30. https://www.tandfonline.com/doi/abs/10.1080/07421222.2003.11045748

Dixson, M. D. (2010). Creating effective student engagement in online courses: What do students find engaging?. Journal of the Scholarship of Teaching and Learning, 10(2), 1–13. https://files.eric.ed.gov/fulltext/EJ890707.pdf

Dixson, M. D. (2015). Measuring student engagement in the online course: The Online Student Engagement Scale (OSE). Online Learning, 19(4). https://doi.org/10.24059/OLJ.V19I4.561

Fiock, H., Maeda, Y., & Richardson, J. C. (2021). Instructor impact on differences in teaching presence scores in online courses. The International Review of Research in Open and Distributed Learning, 22(3), 55–76. https://doi.org/10.19173/IRRODL.V22I3.5456

Fitria, Yahya, M., Ali, M. I., Purnamawati, & Mappalotteng, A. M. (2024). The impact of system quality and user satisfaction: The mediating role of ease of use and usefulness in e-learning systems. International Journal of Environment, Engineering and Education, 6(2), 119–131. https://doi.org/10.55151/IJEEDU.V6I2.134

Fredricks, J. A., Blumenfeld, P. C., & Paris, A. H. (2004). School engagement: Potential of the concept, state of the evidence. Review of Educational Research, 74(1), 59–109. https://doi.org/10.3102/00346543074001059

Garrison, D. R., Anderson, T., & Archer, W. (2000). The Community of Inquiry framework. https://www.thecommunityofinquiry.org/coisurvey

Hamidi, H., & Amirfazli, L. (2025). Analysis of effective factors in the acceptance rate of e-learning at the time of Covid-19 outbreak. Computers in Human Behavior Reports, 17, 100594. https://doi.org/10.1016/J.CHBR.2025.100594

Hasan, M. K., Kabir, H., Tonmon, T. T., Masud, S. B., Hasan, M. A., Das, B., Akter, M., Hawlader, M. D. H., & Mitra, D. K. (2021). Availability and use of technology for e-learning: To what extent do these impact Bangladeshi university students? A cross-sectional study. F1000Research, 10, 1285. https://doi.org/10.12688/F1000RESEARCH.75532.1

Hashim, S. N., Zainal, W. N. H. W., & Gani, N. A. (2024). Determine the perceived usefulness toward e-learning acceptance among local student. Jurnal Evolusi, 5(1). https://journal.uptm.edu.my/index.php/evolusi/article/view/311

Hu, M. K., & Kee, D. M. H. (2022). Harmonising global higher education: Optimise learning in the new normal. In E. J. Valeau, R. L. Rain, & U. Gaulee (Eds.), Shaping a humane world through global higher education: Pre-challenges and post-opportunities during a pandemic (pp. 131–140). STAR Scholars.

Kadir, Z. A. (2023). Student engagement in online language learning: A study at Universiti Tun Hussein Onn Malaysia. Journal of Social Transformation and Regional Development, 5(1), 33–39. https://doi.org/10.30880/jstard.2023.05.01.005

Kee, D. M. H., Anwar, A., Gwee, S. L., & Ijaz, M. F. (2023a). Impact of acquisition of digital skills on perceived employability of youth: Mediating role of course quality. Information, 14(1), Article 42. https://doi.org/10.3390/info14010042

Kee, D. M. H., Anwar, A., Shern, L. Y., & Gwee, S. L. (2023b). Course quality and perceived employability of Malaysian youth: The mediating role of course effectiveness and satisfaction. Education and Information Technologies, 28, 13805-13822. https://doi.org/10.1007/s10639-023-11737-1

Khairul, F. N. K., Sairudin, S. N. S., & Ibrahim, M. S. (2021). The relationship between online tools for e-learning and student satisfaction. The Asian Journal of Professional & Business Studies, 2(2). https://doi.org/10.61688/AJPBS.V2I2.56

Kuo, Y. C., Walker, A. E., Schroder, K. E. E., & Belland, B. R. (2014). Interaction, Internet self-efficacy, and self-regulated learning as predictors of student satisfaction in online education courses. The Internet and Higher Education, 20, 35–50. https://doi.org/10.1016/J.IHEDUC.2013.10.001

Lai, D., Lew, S. L., & Ooi, S. Y. (2025). Technological pedagogical and content knowledge with student course engagement framework for virtual classroom in Malaysia higher education. Frontiers in Computer Science, 7, 1662386. https://doi.org/10.3389/fcomp.2025.1662386

Leong, S. L., Ashari, A., & Kahar, R. (2022). Anxiety and satisfaction toward online learning on academic engagement during Covid-19 outbreak among Malaysian undergraduates. International Journal of Academic Research in Business and Social Sciences, 12(12), 1961–1970. https://doi.org/10.6007/IJARBSS/V12-I12/15999

Lim, S. H., Koay, L. K., Teoh, K. B., & Kee, D. M. H. (2024). Bridging theory and practice: Implementing work-based learning in Malaysian higher learning institutions. In N. Joshi, F. Malik, C. Gulati, & A. Dubey (Eds.), Fostering industry-academia partnerships for innovation-driven trade (pp. 147–161). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-3096-8.ch011

Martin, F., & Bolliger, D. U. (2022). Developing an online learner satisfaction framework in higher education through a systematic review of research. International Journal of Educational Technology in Higher Education, 19(1), 50-. https://www.researchgate.net/publication/363666325_Developing_an_online_learner_satisfaction_framework_in_higher_education_through_a_systematic_review_of_research

Mazlan, N. A., Saja, I., Norwahi, N. A., Nik Mahfuzah N. M., & Saad, M. F. (2022). Student satisfaction on teaching strategies and multimedia usage in online Arabic language course. Proceedings 2022, Vol. 82, Page 51, 82(1), 51. https://doi.org/10.3390/PROCEEDINGS2022082051

Munir, F., Anwar, A., & Kee, D. M. H. (2021). Online learning and students’ fear of COVID-19: Study in Malaysia and Pakistan. International Review of Research in Open and Distributed Learning, 22(4), 1-21. https://doi.org/10.19173/irrodl.v22i4.5637

Nagaratnam, S., Sim, T. Y., Tan, S. F., & Leong, H. J. (2023). Online learning engagement factors of undergraduate students’ learning outcomes: Effects on learning satisfaction and performance. International Journal of Emerging Technologies in Learning, 18(23), 39–58. https://doi.org/10.3991/IJET.V18I23.38745

Ngayesah, S., Hamid, A., Zaki, O., & Senik, Z. C. (2022). Students’ satisfaction and intention to continue online learning during the Covid-19 pandemic. Geografia-Malaysian Journal of Society and Space, 18(3). https://doi.org/10.17576/geo-2022-1803-09

Rajabalee, Y. B., & Santally, M. I. (2021). Learner satisfaction, engagement and performances in an online module: Implications for institutional e-learning policy. Education and Information Technologies, 26(3), 2623–2656. https://doi.org/10.1007/S10639-020-10375-1

Sabeh, H. N., Husin, M. H., Kee, D. M. H., Baharudini, A. H., & Abdullah, R. (2021). A systematic review of the DeLone and McLean model of information systems success in an e-learning context (2010–2020). IEEE Access, 9, 81210–81235. https://doi.org/10.1109/ACCESS.2021.3084815

Salta, K., Paschalidou, K., Tsetseri, M., & Koulougliotis, D. (2022). Shift from a traditional to a distance learning environment during the Covid-19 pandemic: University students’ engagement and interactions. Science & Education, 31(1), 93–122. https://doi.org/10.1007/S11191-021-00234-X

Sanusi, S., Abdullah, N. H. N., Rozzani, N., & Muslichah, I. (2022). Factors influencing the level of satisfaction on online learning among tertiary students during Covid-19 pandemic era – A Malaysian study. Geografia-Malaysian Journal of Society and Space, 18(2), 248–263. https://doi.org/10.17576/geo-2022-1802-19

Singh, P., & Anthonysamy, L. (2023). The dichotomization of objective and subjective outcome measures of academic performance in an online learning environment. Malaysian Journal of Learning and Instruction, 20(1), 63–92. https://repo.uum.edu.my/id/eprint/29352/

Spitzer, M. W. H., Gutsfeld, R., Wirzberger, M., & Moeller, K. (2021). Evaluating students’ engagement with an online learning environment during and after Covid-19 related school closures: A survival analysis approach. Trends in Neuroscience and Education, 25. https://doi.org/10.1016/j.tine.2021.100168

Sun, P. C., Tsai, R. J., Finger, G., Chen, Y. Y., & Yeh, D. (2008). What drives a successful e-Learning? An empirical investigation of the critical factors influencing learner satisfaction. Computers & Education, 50(4), 1183–1202. https://doi.org/10.1016/J.COMPEDU.2006.11.007

Tan, S. F., Ooi, L. H., Ng, L. Y. M., & Sim, T. Y. (2024). Undergraduates’ perception, engagement and learning experience in online learning amid covid-19 pandemic. International Journal of Instruction, 17(2), 401–418. https://e-iji.net/ats/index.php/pub/article/view/568

Ullah, M. S., Khandakar, M. S. A., Aziz, M. A., & Kee, D. M. H. (2022). Technology enabling the new normal: How students respond to online classes in Pakistan. International Review of Research in Open and Distributed Learning, 23(4), 35–56. https://doi.org/10.19173/irrodl.v23i4.6295

Vlachogianni, P., & Tselios, N. (2023). Perceived usability evaluation of educational technology using the post-study system usability questionnaire (pssuq): A systematic review. Sustainability 2023, Vol. 15, Page 12954, 15(17), 12954. https://doi.org/10.3390/SU151712954

Yaacob, N. I., Rushdi, M. Z., & Kamal, K. M. M. (2020). The usability and user experience of sekolah pengaturcaraan mobile learning. Malaysian Journal of Information and Communication Technology (MyJICT), 72–80. https://doi.org/10.53840/MYJICT5-2-137

Yin, X., Zhang, J., Li, G., & Luo, H. (2024). Understanding learner satisfaction in virtual learning environments: Serial mediation effects of cognitive and social-emotional factors. Electronics 2024, Vol. 13, Page 2277, 13(12), 2277. https://doi.org/10.3390/ELECTRONICS13122277

Zhang, Y., Huang, J., Hussain, S., & Dong, Y. (2023). Investigating the impact of the community of inquiry presence on online learning satisfaction: A Chinese college student perspective. Psychology Research and Behavior Management, 16, 1883–1896. https://doi.org/10.2147/PRBM.S409229

Zou, Y., Kuek, F., Feng, W., & Cheng, X. (2025). Digital learning in the 21st century: trends, challenges, and innovations in technology integration. Frontiers in Education, 10, 1562391. https://doi.org/10.3389/feduc.2025.1562391

Zulkifli, N., Asmar Mohd Noor, N. R., & Johari, N. F. (2024). Scale development and validation to measure students’ perceived impact of learning and satisfaction towards e learning. Journal of Administrative Science, 19(1), 305 321. https://journal.uitm.edu.my/ojs/index.php/JAS/article/view/2649




DOI: https://doi.org/10.32535/apjme.v9i1.4500

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