E-LEARNING PLATFORMS AND UNIVERSITY STUDENTS SATISFACTION: A CASE STUDY FROM A BUSINESS ADMINISTRATION DEPARTMENT IN GREECE

Dimitrios Drosos, Chara Kottara, Eleni C. Gkika, Stamatios Ntanos

Abstract


It is clear that in the last few years, E-learning in Greece, as well as abroad, has witnessed significant growth and transformation. With the rapid evolution of technology and the widespread use of platforms, the university student's satisfaction has become a crucial factor in determining the success and innovation of platform operators in the Greek and global markets. The research results show that global students' satisfaction amounted to a high score of 90.79%. The results were analyzed using the MUSA (Multicriteria Satisfaction Analysis) model. MUSA is an ordinal regression model based on the principles of multicriteria decision analysis. Given the analysis of the results, measuring students' satisfaction is a strategic tool for platform efficiency and growth.

 

Article visualizations:

Hit counter


Keywords


e-learning, platforms; students’ satisfaction; multicriteria analysis

Full Text:

PDF

References


Adeniyi, I. S., Al Hamad, N. M., Adewusi, O. E., Unachukwu, C. C., Osawaru, B., Onyebuchi, C. N., ... & David, I. O. (2024). E-learning platforms in higher education: A comparative review of the USA and Africa. International Journal of Science and Research Archive, 11(1), 1686-1697. Retrieved from https://ijsra.net/sites/default/files/IJSRA-2024-0283.pdf

Alkhatib, H., & Alainati, S. (2024). Assessing the Effectiveness of Microsoft Teams as A Platform for Online Learning: How to Enhance Students’ Participation In Blended And Virtual Learning. IOSR Journal of Business and Management (IOSR-JBM), 26(6), 26-31. Retrieved from https://www.iosrjournals.org/iosr-jbm/papers/Vol26-issue6/Ser-3/D2606032631.pdf

Allen, I. E., & Seaman, J. (2013). Changing course: Ten years of tracking online education in the United States. Sloan Consortium. PO Box 1238, Newburyport, MA 01950. Retrieved from https://eric.ed.gov/?id=ED541571

Almusharraf, N., & Khahro, S. (2020). Students’ satisfaction with online learning experiences during the COVID-19 pandemic. International Journal of Emerging Technologies in Learning (iJET), 15(21), 246-267. https://doi.org/10.3991/ijet.v15i21.15647

Baker, L. A., & Spencely, C. (2020). Blending Microsoft Teams with existing teaching environments to increase access, inclusivity and engagement. Journal of the Foundation Year Network, 3, 3-20. Retrieved from https://jfyn.co.uk/index.php/ukfyn/article/view/58

Cohen, A., & Baruth, O. (2017). Personality, learning, and satisfaction in fully online academic courses. Computers in Human Behavior, 72, 1-12. https://doi.org/10.1016/j.chb.2017.02.030

Crawford-Ferre, H. G., & Wiest, L. R. (2012). Effective online instruction in higher education. Quarterly Review of Distance Education, 13(1), 11. Retrieved from https://www.learntechlib.org/p/131979/

Dinh, L. P., & Nguyen, T. T. (2020). Pandemic, social distancing, and social work education: Students’ satisfaction with online education in Vietnam. Social Work Education, 39(8), 1074-1083. https://doi.org/10.1080/02615479.2020.1823365

Drosos, D.; Gkika, E.C.; Kargas, A.; Komisopoulos, F.; Ntanos, S. (2023). A multi-criteria Analysis method for the evaluation of university students’ satisfaction. In: Kavoura, A., Borges-Tiago, T., Tiago, F. (eds) Strategic Innovative Marketing and Tourism. ICSIMAT 2023. Springer Proceedings in Business and Economics. Springer, Cham, pp 595–603. https://doi.org/10.1007/978-3-031-51038-0_64

Drosos, D., Skordoulis, M., Arabatzis, G., Tsotsolas, N., & Galatsidas, S. (2019). Measuring industrial customer satisfaction: The case of the natural gas market in Greece. Sustainability, 11(7), 1905. Retrieved from https://doi.org/10.3390/su11071905

Drosos, D., Kyriakopoulos, G. L., Arabatzis, G., & Tsotsolas, N. (2020). Evaluating customer satisfaction in energy markets using a multicriteria method: The case of electricity market in Greece. Sustainability, 12(9), 3862. https://doi.org/10.3390/su12093862

Drosos, D., Skordoulis, M., Tsotsolas, N., Kyriakopoulos, G. L., Gkika, E. C., & Komisopoulos, F. (2021). Retail customers’ satisfaction with banks in Greece: A multicriteria analysis of a dataset. Data in Brief, 35, 106915. https://doi.org/10.1016/j.dib.2021.106915

Drouin, M., & Vartanian, L. R. (2010). Students' feelings of and Desire for Sense of Community in Face-to-face and Online Courses. Quarterly Review of Distance Education, 11(3), 147. Retrieved from https://eric.ed.gov/?id=EJ914165

Garris, C. P., & Fleck, B. (2022). Student evaluations of transitioned-online courses during the COVID-19 pandemic. Scholarship of Teaching and Learning in Psychology, 8(2), 119. https://psycnet.apa.org/doi/10.1037/stl0000229

Gashi, A., Zhushi, G., & Krasniqi, B. (2024). Exploring determinants of student satisfaction with synchronous e-learning: evidence during COVID-19. The International Journal of Information and Learning Technology, 41(1), 1-20. Retrieved from https://www.emerald.com/insight/content/doi/10.1108/ijilt-05-2022-0118/full/html

Giday, D. G., & Perumal, E. (2024). Students’ perception of attending online learning sessions post-pandemic. Social Sciences & Humanities Open, 9, https://doi.org/10.1016/j.ssaho.2023.100755.

Giray, G. (2021). An assessment of student satisfaction with e-learning: An empirical study with computer and software engineering undergraduate students in Turkey under pandemic conditions. Education and information technologies, 26(6), 6651-6673. https://doi.org/10.1007/s10639-021-10454-x

Hai-Jew, S. (2020). Evaluating “MS Teams” for teaching and learning. C2C Digital Magazine, 1(13), 7. Retrieved from https://scalar.usc.edu/works/c2c-digital-magazine-spring--summer-2020-/evaluating-ms-teams-teaching

Hlazunova, O. H., Korolchuk, V. I., & Voloshyna, T. V. (2024). Digitalization of Education in a School on the Basis of Microsoft Teams Platform: Effectiveness of Synchronous and Asynchronous Learning. In Leading and Managing Change for School Improvement (pp. 198-234). IGI Global. Retrieved from https://www.igi-global.com/chapter/digitalization-of-education-in-a-school-on-the-basis-of-microsoft-teams-platform/339704

Holmberg-Wright, K. (2018). Analysis of the changes in undergraduate business student perceptions of online courses. Business Education Innovation Journal, Volume 10, Number 2, December 2018, 152. Retrieved from https://openurl.ebsco.com/EPDB%3Agcd%3A15%3A4804063/detailv2?sid=ebsco%3Aplink%3Ascholar&id=ebsco%3Agcd%3A136516639&crl=f&link_origin=www.google.com

Jacquet-Lagreze, E., & Siskos, J. (1982). Assessing a set of additive utility functions for multicriteria decision-making, the UTA method. European journal of operational research, 10(2), 151-164. https://doi.org/10.1016/0377-2217(82)90155-2

Jiang, H., Islam, A. A., Gu, X., & Spector, J. M. (2021). Online learning satisfaction in higher education during the COVID-19 pandemic: A regional comparison between Eastern and Western Chinese universities. Education and information technologies, 1-23. https://doi.org/10.1007/s10639-021-10519-x

Ke, F., & Kwak, D. (2013). Constructs of student-centered online learning on learning satisfaction of a diverse online student body: A structural equation modeling approach. Journal of educational computing research, 48(1), 97-122. Retrieved from http://dx.doi.org/10.2190/EC.48.1.e

Khlaisang, J., & Songkram, N. (2019). Designing a virtual learning environment system for teaching twenty-first century skills to higher education students in ASEAN. Technology, Knowledge and Learning, 24, 41-63. https://doi.org/10.1007/s10758-017-9310-7

Kottara, C.; Asonitou, S.; Tourna, E.; Psaromiligkos, I. (2024a). The teaching, cognitive, and social presence in a Blended Learning Environment for an undergraduate accounting course. In International Conference for the Promotion of Educational Innovation 10th, Larisa, Greece, Conference, EEPEK 2024. Retrieved from https://www.researchgate.net/publication/385698480_The_Teaching_Cognitive_and_Social_Presence_in_a_Blended_Learning_Environment_for_an_Undergraduate_Accounting_Course

Kottara, C., Asonitou, S., Anagnostopoulos, T., Ntanos, S., & Choustoulakis, E. (2024b). The impact of educational technology on the academic performance of accounting students. International Journal of Science and Research Archive, 13(2), 1930-1942. Retrieved from http://dx.doi.org/10.30574/ijsra.2024.13.2.2394

Kottara, C., Kavalieraki-Foka, D., Gonidakis, F., Asonitou, S., Zaridis, A., & Brinia V. (2024c). Sustainable Development and Blended Learning in Accounting Education. International Journal of Education Economics and Development https://doi.org/10.1504/IJEED.2025.10062903

Kottara, C., & Asonitou, S. (2024d). Artificial intelligence and the new norm in Financial and Managerial Accounting and Auditing. International Journal of Science and Research Archive, 13(2), 3200-3212. http://dx.doi.org/10.30574/ijsra.2024.13.2.2551

Li, X., Odhiambo, F. A., & Ocansey, D. K. W. (2023). The effect of students’ online learning experience on their satisfaction during the COVID-19 pandemic: The mediating role of preference. Frontiers in Psychology, 14, https://doi.org/10.3389/fpsyg.2023.1095073

Lo, C. K., & Hew, K. F. (2017). A critical review of flipped classroom challenges in K-12 education: Possible solutions and recommendations for future research. Research and practice in technology enhanced learning, 12, 1-22. https://telrp.springeropen.com/articles/10.1186/s41039-016-0044-2

Maatuk, A. M., Elberkawi, E. K., Aljawarneh, S., Rashaideh, H., & Alharbi, H. (2022). The COVID-19 pandemic and E-learning: Challenges and opportunities from the perspective of students and instructors. Journal of computing in higher education, 34(1), 21-38. Retrieved from https://pmc.ncbi.nlm.nih.gov/articles/PMC8091987/

Mahmood, A., Mahmood, S. T., & Malık, A. B. (2012). A comparative study of student satisfaction level in distance learning and live classroom at higher education level. Turkish Online Journal of Distance Education, 13(1), 128-136. Retrieved from https://www.researchgate.net/publication/236177573_A_comparative_study_of_student_satisfaction_level_in_distance_learning_and_live_classroom_at_higher_education_level

Masa'deh, R. E., Almajali, D., Alrowwad, A. A., Alkhawaldeh, R., Khwaldeh, S., & Obeidat, B. (2023). Evaluation of factors affecting university students' satisfaction with e-learning systems used during the Covid-19 crisis: A field study in Jordanian higher education institutions. International Journal of Data & Network Science, 7(1). pp. 199-214. Retrieved from https://www.researchgate.net/profile/Raed-Masadeh/publication/366272731_Evaluation_of_factors_affecting_university_students'_satisfaction_with_e-learning_systems_used_during_Covid-19_crisis_A_field_study_in_Jordanian_higher_education_institutions/links/6399fbd0e42faa7e75c160a6/Evaluation-of-factors-affecting-university-students-satisfaction-with-e-learning-systems-used-during-Covid-19-crisis-A-field-study-in-Jordanian-higher-education-institutions.pdf

Muzammıl, M., Sutawıjaya, A., & Harsası, M. (2020). Investigating student satisfaction in online learning: the role of student interaction and engagement in distance learning university. Turkish Online Journal of Distance Education, 21(Special Issue-IODL), 88-96. Retrieved from http://dx.doi.org/10.1080/10494820.2022.2061009

Ntanos, S.; Drosos, D.; Kyriakopoulos, G.L. (2022). Evaluation of business students' satisfaction from internship by using a Multi-criteria Method: A Case study from Greece. Proceedings of the 10th International Conference on ICT in Agriculture, Food & Environment – HAICTA 2022, September 22-25, 2022, Athens, Greece, pp. 367 – 374. https://ceur-ws.org/Vol-3293/paper69.pdf

Ntanos, S., Drosos, D., Gkika, E. C., Kargas, A., & Komisopoulos, F. (2023). Evaluation of University Students’ Satisfaction from e-Learning During the COVID Pandemic: A Multi-criteria Approach. In The International Conference on Strategic Innovative Marketing and Tourism (pp. 505-512). Cham: Springer Nature Switzerland. Retrieved from https://link.springer.com/chapter/10.1007/978-3-031-51038-0_55

Olvido, M. M. J., Sanchez, J. M. P., & Alejandro, I. M. V. (2024). Impact of distance learning on the university students’ academic performance and experiences. International Journal Eval & Res Educ, 2117. Retrieved from http://dx.doi.org/10.11591/ijere.v13i4.25847

Picciano, A. G., Seaman, J., & Allen, I. E. (2010). Educational transformation through online learning: To be or not to be. Journal of Asynchronous Learning Networks, 14(4), 17-35. Retrieved from https://www.researchgate.net/publication/258047754_Educational_Transformation_through_Online_Learning_To_Be_or_Not_to_Be

Poon, W. C., Kunchamboo, V., & Koay, K. Y. (2024). E-learning engagement and effectiveness during the COVID-19 pandemic: the interaction model. International Journal of Human–Computer Interaction, 40(2), 393-408. https://doi.org/10.1080/10447318.2022.2119659

Purwanto, A., & Tawar, T. (2024). Investigating The Role of the use of computer Hardware, software and lecturer involvement on online universities student satisfaction. UJoST-Universal Journal of Science and Technology, 3(1), 1-13. Retrieved from https://www.researchgate.net/publication/373993738_Investigating_The_Role_of_the_use_of_computer_Hardware_software_and_lecturer_involvement_on_online_universities_student_satisfaction

Puška, A., Puška, E., Dragić, L., Maksimović, A., & Osmanović, N. (2021). Students’ satisfaction with E-learning platforms in Bosnia and Herzegovina. Technology, Knowledge and Learning, 26(1), 173-191. Retrieved from https://link.springer.com/article/10.1007/s10758-020-09446-6

Rajeh, M. T., Abduljabbar, F. H., Alqahtani, S. M., Waly, F. J., Alnaami, I., Aljurayyan, A., & Alzaman, N. (2021). Students’ satisfaction and continued intention toward e-learning: A theory-based study. Medical education online, 26(1), https://doi.org/10.1080/10872981.2021.1961348.

Raspopovic, M., & Jankulovic, A. (2017). Performance measurement of e-learning using student satisfaction analysis. Information Systems Frontiers, 19, 869-880. Retrieved from https://link.springer.com/article/10.1007/s10796-016-9636-z

Richardson, J. C., Maeda, Y., Lv, J., & Caskurlu, S. (2017). Social presence in relation to students' satisfaction and learning in the online environment: A meta-analysis. Computers in Human Behavior, 71, 402-417. https://doi.org/10.1016/j.chb.2017.02.001

Skordoulis, M., Drosos, D., & Mandalenaki, M. (2016). An analysis of students’ satisfaction using a multicriteria method. In Proceedings of the 2nd International Conference on Lifelong Education and Leadership for All-ICLEL, Liepaja, Latvia (pp. 21-23). Retrieved from https://www.researchgate.net/publication/311994074_An_Analysis_of_Students'_Satisfaction_Using_a_Multicriteria_Method

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, C., Casanova, D., Huet, I., & Alhammad, M. (2022). Online collaborative learning using Microsoft teams in higher education amid COVID-19. International Journal of Mobile and Blended Learning (IJMBL), 14(1), 1-183. http://dx.doi.org/10.4018/IJMBL.297976

Tanner, M., & Scott, E. (2015). A Flipped Classroom Approach to Teaching Systems Analysis, Design and Implementation to Second Year Information Systems University Students. Journal of Information Technology Education Research, 14, 219. https://doi.org/10.28945/2266

Trust, T.; Whalen, J. (2020). Should teachers be trained in emergency remote teaching? Lessons Learned from the COVID-19 Pandemic. Journal of Technology and Teacher Education, 28(2), pp. 189-199. Retrieved from https://www.learntechlib.org/primary/p/215995/

Yalçın, Y., & Dennen, V. P. (2024). An investigation of the factors that influence online learners’ satisfaction with the learning experience. Education and Information Technologies, 29(4), 3807-3836. https://doi.org/10.1007/s10639-023-11984-2

Zainuddin, Z. (2018). Students' learning performance and perceived motivation in gamified flipped-class instruction. Computers & education, 126, 75-88. Retrieved from https://www.sciencedirect.com/science/article/pii/S0360131518301787




DOI: http://dx.doi.org/10.46827/ejes.v12i3.5868

Refbacks

  • There are currently no refbacks.


Copyright (c) 2025 Dimitrios Drosos, Chara Kottara, Eleni C. Gkika, Stamatios Ntanos

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright © 2015-2026. European Journal of Education Studies (ISSN 2501 - 1111) is a registered trademark of Open Access Publishing Group. All rights reserved.


This journal is a serial publication uniquely identified by an International Standard Serial Number (ISSN) serial number certificate issued by Romanian National Library (Biblioteca Nationala a Romaniei). All the research works are uniquely identified by a CrossRef DOI digital object identifier supplied by indexing and repository platforms. All authors who send their manuscripts to this journal and whose articles are published on this journal retain full copyright of their articles. All the research works published on this journal are meeting the Open Access Publishing requirements and can be freely accessed, shared, modified, distributed and used in educational, commercial and non-commercial purposes under a Creative Commons Attribution 4.0 International License (CC BY 4.0).