Does Cloud-Based LMS Promote Engaging and Enjoyable Learning? Evidence from High School Accounting Education

Jarot Tri Bowo Santoso(1,Mail), Said Nur Octavianto(2), Randy Joy Magno Ventayen(3) | CountryCountry:


(1) Faculty of Economics and Business, Universitas Negeri Semarang, Indonesia
(2) Faculty of Economics and Business, Universitas Negeri Semarang, Indonesia
(3) Faculty of Business and Management, Pangasinan State University, Philippines

MailCorresponding Author

Metrics Analysis (Dimensions & PlumX)

Indexing:
Similarity:

© 2025 Jarot Tri Bowo Santoso, Said Nur Octavianto

Does Cloud-Based LMS Promote Engaging and Enjoyable Learning? Evidence from High School Accounting Education. Accounting is perceived as one of the most difficult subjects among many secondary school students. This problem may arise from the lack of student involvement in learning on the one hand, and from teachers’ use of non-interactive teaching practices on the other. This study bridges the learning gap by using LMS-based Web Cloud Computing media in accounting as a fun and effective learning medium to improve students’ learning outcomes. Objective:  This study aims to enhance learning outcomes by creating a fun learning environment by stimulating student participation through LMS-based web cloud computing media. Methods: Quantitative method with quasi-experimental research design with experimental and control classes in grade XII-SMA N 14, Semarang City. Data were gathered through pre- and post-tests to find out the improvement and effectiveness of learning outcomes. A survey was administered to determine whether the media used were acceptable to the students. The data were analyzed using Independent Samples t-tests, Paired Samples t-test, and N-Gain Test. Results: The findings show that the Learning Management System (LMS) web-based cloud computing platform was perceived as a fun virtual learning medium for learning accounting. The findings demonstrate that over 80% of respondents were strong supporters of all indicators, including the idea that LMS-based cloud computing web media is a fun medium. Conclusion: the cloud-based LMS is effective in enhancing students’ accounting learning achievement, at a moderate level.  The article contributes to theory development by providing a framework for the rational and empirical use of LMS-supported web cloud media computing.  Practical implications: This study offers practical guidance for educators seeking to create meaningful, interactive, and applicable learning media that support student learning outcomes.

 

Keywords: cloud computing, web, learning management system, fun learning media, learning outcomes.


Afari, E., Aldridge, J. M., Fraser, B. J., & Khine, M. S. (2013). Students’ perceptions of the learning environment and attitudes in game-based mathematics classrooms. Learning Environments Research, 16(1), 131–150. https://doi.org/10.1007/s10984-012-9122-6

Ahmed, H. M. M., El-Sabagh, H. A., & Elbourhamy, D. M. (2025). Effect of gamified, mobile, cloud-based learning management system (GMCLMS) on student engagement and achievement. International Journal of Educational Technology in Higher Education, 22(1), 49. https://doi.org/10.1186/s41239-025-00541-1

Akpen, C. N., Asaolu, S., Atobatele, S., Okagbue, H., & Sampson, S. (2024). Impact of online learning on students’ performance and engagement: a systematic review. Discover Education, 3(1), 205. https://doi.org/10.1007/s44217-024-00253-0

Al-Fraihat, D., Joy, M., & Sinclair, J. (2020). Evaluating E-learning systems' success: An empirical study. Computers in Human Behavior, 102, 67–86.

Alhomdy, S., Thabit, F., Abdulrazzak, F. H., Haldorai, A., & Jagtap, S. (2021). The role of cloud computing technology: A savior to fight the lockdown in the COVID-19 crisis, the benefits, characteristics, and applications. International Journal of Intelligent Networks, 2, 166–174.

Amadi, A. (2019). Assessment of instructional media use in enhancing teaching and learning of accounting by business education students in the niger delta, Nigeria. International Multidisciplinary Academic Research Journal, 3(1), 24–39.

Arora, R., Arora, P. K., Kumar, H., & Pant, M. (2020). Additive manufacturing enabled supply chain in combating COVID-19. Journal of Industrial Integration and Management, 5(04), 495–505.

Artama, E. N. N., Amin, S. M., & Siswono, T. Y. E. (2020). Pengaruh kecemasan matematika terhadap hasil belajar matematika siswa [The influence of mathematics anxiety on students' mathematics learning outcomes]. Jurnal Penelitian Pendidikan Matematika Dan Sains, 4(1), 34–40.

Belland, B. R., Kim, C., & Hannafin, M. J. (2013). A framework for designing scaffolds that improve motivation and cognition. Educational Psychologist, 48(4), 243–270. https://doi.org/10.1080/00461520.2013.838920

Bosu, L. (2016). Accounting students learning difficulties and associated interventions: The views of accounting teachers. Journal of Educational Management, 7, 45–65. Retrieved from https://journal.ucc.edu.gh/index.php/jem/article/view/1207

Chen, L., & Lertamornsak, G. (2023). Internet of things (IoT) based Investigation between Instructors’ insight of constructivist learning theory and learners' performance analysis in higher vocational accounting training. International Journal on Recent and Innovation Trends in Computing and Communication, 11(6 s), 217–227. https://doi.org/10.17762/ijritcc.v11i6s.6824

Désiron, J. C., Schmitz, M.-L., & Petko, D. (2025). Teachers as creators of digital multimedia learning materials: are they aligned with multimedia learning principles. Technology, Knowledge and Learning, 30(2), 637–653. https://doi.org/10.1007/s10758-024-09770-1

Fatimah, S., Hasmidyani, D., Suranto, FH, Y., & Leisthari, A. (2025). Analysis of difficulties in learning accounting: perspective of teachers and students. International Journal of Multicultural and Multireligious Understanding, 12(2), 136–147. https://doi.org/http://dx.doi.org/10.18415/ijmmu.v12i4.6642

Franco, A., & Roach, S. S. (2017). Factors that determine accounting anxiety among users of english as a second language within an international MBA program. International Journal of Learning, Teaching and Educational Research, 16(1), 22–37. Retrieved from https://www.ijlter.org/index.php/ijlter/article/view/845

Harandi, S. R. (2015). Effects of e-learning on students’ motivation. Procedia-Social and Behavioral Sciences, 181, 423–430.

Hartanto, W. (2017). Cloud computing dalam pengembangan sistem pembelajaran [Cloud computing in learning system development]. Jurnal Pendidikan Ekonomi: Jurnal Ilmiah Ilmu Pendidikan, Ilmu Ekonomi Dan Ilmu Sosial, 10(2).

Haryani, E., Ahmad, S., & Aradea, R. (2021). Analisis faktor-faktor penyebab rendahnya daya serap siswa pada pelajaran akuntansi [Analysis of factors causing low student absorption in accounting lessons]. Journal of Education Research, 2(2), 82–88.

Hmelo-Silver, C. E., Duncan, R. G., & Chinn, C. (2007). Scaffolding and achievement in problem-based and inquiry learning: a response to kirschner, sweller, and clark (2006). Educational Psychologist, 42(2), 99–107. https://doi.org/10.1080/00461520701263368

Hosal‐Akman, N., & Simga‐Mugan, C. (2010). An assessment of the effects of teaching methods on academic performance of students in accounting courses. Innovations in Education and Teaching International, 47(3), 251–260. https://doi.org/10.1080/14703297.2010.498176

Huda, M., Maseleno, A., Teh, K. S. M., Don, A. G., Basiron, B., Jasmi, K. A., … Ahmad, R. (2018). Understanding modern learning environment (MLE) in big data era. International Journal of Emerging Technologies in Learning (Online), 13(5), 71.

Hung, C.-T., Wu, S.-E., Chen, Y.-H., Soong, C.-Y., Chiang, C., & Wang, W. (2024). The evaluation of synchronous and asynchronous online learning: student experience, learning outcomes, and cognitive load. BMC Medical Education, 24(1), 326. https://doi.org/10.1186/s12909-024-05311-7

Jackson, L., & Otaki, F. (2023). Using team-based learning to optimize undergraduate family medicine clerkship training: mixed methods study. BMC Medical Education, 23(1), 422.

Jung, S., & Huh, J.-H. (2019). An efficient LMS platform and its test bed. Electronics, 8(2), 154.

Jung, Y., Hall, J., Hong, R., Goh, T., Ong, N., & Tan, N. (2014). Asian journal of social psychology payback : Effects of relationship and cultural norms on reciprocity. Asian Journal of Social Psychology, 17, 160–172. https://doi.org/10.1111/ajsp.12057

Kehrwald, B., & Parker, B. (2019). Editorial 16.1: Implementing online learning, stories from the field. Journal of University Teaching and Learning Practice, 16(1).

Khan, M. L. H., Setiawan, A., & Kustiawan, I. (2019). Design and development of a single page and web-based responsive e-learning system for higher education institutions. INVOTEC, 15(2), 85–93.

Kraleva, R., Sabani, M., & Kralev, V. (2019). An analysis of some learning management systems. International Journal on Advanced Science, Engineering and Information Technology, 9(4), 1190–1198.

Laugi, S. (2018). Sistem Informasi berbasis Web dalam Penyelenggaran Lembaga Pendidikan [Web-based Information Systems in the Implementation of Educational Institutions]. Shautut Tarbiyah, 24(1), 109–126.

Le, T. Q., & Do, T. T. A. (2019). Active teaching techniques for engineering students to ensure the learning outcomes of training programs by CDIO Approach. International Journal on Advanced Science, Engineering and Information Technology, 9(1), 266–273.

Li, H., & Ni, A. (2024). What contributes to student language learning satisfaction and achievement with learning management systems? Behavioral Sciences, 14(4), 271. https://doi.org/10.3390/bs14040271

Li, X., Bergin, C., & Olsen, A. A. (2022). Positive teacher-student relationships may lead to better teaching. Learning and Instruction, 80, 101581. https://doi.org/10.1016/j.learninstruc.2022.101581

Mariati, & Saehu, U. A. (2018). Development of android application-based accounting learning media for basic competency of the accounting cycle in company services at the SMK-BM level. IOSR Journal of Research & Method in Education (IOSR-JRME), 8(5), 52–59. https://doi.org/https://doi.org/10.9790/7388-0805025259.

Mazzone, L., Ducci, F., Scoto, M. C., Passaniti, E., D’Arrigo, V. G., & Vitiello, B. (2007). The role of anxiety symptoms in school performance in a community sample of children and adolescents. BMC Public Health, 7, 1–6.

McLure, F. I., Fraser, B. J., & Koul, R. B. (2022). Structural relationships between classroom emotional climate, teacher–student interpersonal relationships, and students’ attitudes to STEM. Social Psychology of Education, 25(2–3), 625–648. https://doi.org/10.1007/s11218-022-09694-7

Mötteli, C., Grob, U., Pauli, C., Reusser, K., & Stebler, R. (2023). The influence of personalized learning on the development of learning enjoyment. International Journal of Educational Research Open, 5, 100271. https://doi.org/10.1016/j.ijedro.2023.100271

Mustamila, N. (2021). Analisis penggunaan teknologi informasi dalam proses pembelajaran fisika smk ma’arif di kecamatan sukoharjo saat pandemi covid-19 [Analysis of the Use of Information Technology in the Physics Learning Process at Ma'arif Vocational School in Sukoharjo District During the Covid-19 Pandemic]. Physics and Science Education Journal (PSEJ), 126–132.

Nurkhin, A., Santoso, J. T. B., Baswara, S. Y., & Wolor, C. W. (2022). Applying peer tutor learning and interactive case methods in online learning: its effect on student activities and learning outcomes. International Journal of Educational Methodology, 8(3), 551–565.

Olifant, T., Cekiso, M. P., Arendse, J., Mandende, P., Dieperink, M., & Jadezweni, J. (2024). Students’ perceptions and attitudes toward factors contributing to the high failure rate of first-year Accounting students at a South African University. South African Journal of Higher Education, 38(6). https://doi.org/10.20853/38-6-5495

Omerčević, E., Lary, A. M., & O’Neill, K. (2025). Does adaptive learning improve student performance? Evidence from a Kuwaiti university. Journal of Education for Business, 100(6), 257–264. https://doi.org/10.1080/08832323.2025.2518067

Prahani, B. K., Jatmiko, B., Saphira, H. V., & Amelia, T. (2022). Android and Web-Based Learning Research During the Last 10 Years: How Does It Impact Physics Learning? International Journal of Interactive Mobile Technologies, 16(16).

Ramdhani, E. P., Khoirunnisa, F., & Siregar, N. A. N. (2020). Efektivitas modul elektronik terintegrasi multiple representation pada materi ikatan kimia. Journal of Research and Technology, 6(1), 162–167. https://doi.org/10.55732/jrt.v6i1.152

Rezvani, A., Khosravi, P., & Dong, L. (2017). Motivating users toward continued usage of information systems: Self-determination theory perspective. Computers in Human Behavior, 76, 263–275.

Robertson, C., & Doloc-Mihu, A. (2024). Effect of LMS course structure on student success in asynchronous online courses. Proceedings of the 2024 ACM Southeast Conference on ZZZ, 35–42. New York, NY, USA: ACM. https://doi.org/10.1145/3603287.3651204

Rodríguez-Muñoz, A., Antino, M., Ruiz-Zorrilla, P., & Ortega, E. (2021). Positive emotions, engagement, and objective academic performance: A weekly diary study. Learning and Individual Differences, 92, 102087. https://doi.org/10.1016/j.lindif.2021.102087

Salshabella, D. C., Pujiati, P., & Rahmawati, F. (2022). Analisis kebutuhan pengembangan media pembelajaran interaktif dalam upaya meningkatkan kompetensi akuntansi [Analysis of the needs for developing interactive learning media in an effort to improve accounting competence]. Economic Education and Entrepreneurship Journal, 5(1), 35–43. https://doi.org/10.23960/e3j/v5i1.35-43

Samson, V. C., & Yango, A. R. (2023). Effectiveness of learning management system, teachers’ techno-pedagogical skills, and students’ learning engagement in Senior High School at the University of Perpetual Help System-Jonelta Campuses. Technium Soc. Sci. J., 44, 220.

Santoso, J. T. B., Prabawati, A., & Octavianto, S. N. (2023). Efektivitas penggunaan media interaktif quizizz terhadap hasil belajar siswa SMK Negeri 2 Tebo [The effectiveness of using quizizz interactive media on student learning outcomes at state vocational school 2 tebo]. Business and Accounting Education Journal, 4(3), 329–336.

Santoso, J. T. B., & Widiyanti, A. (2022). Kahoot! Sebagai inovasi evaluasi hasil belajar siswa yang efektif dan menyenangkan [Kahoot!: An innovation for effective and fun student learning outcomes evaluation]. Jurnal Inovasi Pembelajaran, 8(2), 171–184. https://doi.org/10.22219/jinop.v8i2.21384

Schunk, D. H. (2020). Learning theories: An educational perspective (8th ed.). New York: Pearson.

Sodik, F., & Wijaya, M. S. (2017). Implementing scientific approach of 2013 curriculum at KTSP-based school for teaching present continuous tense. English Education: Jurnal Tadris Bahasa Inggris, 10(1), 16–28.

Syahputra, F., & Maksum, H. (2020). The development of interactive multimedia learning in information and communication technology subjects. Journal of Education Research and Evaluation, 4(4), 428–434.

Taena, L., & Karno, E. (2023). Analisis penyebab kesulitan belajar siswa kelas xi pelajaran ekonomi sma negeri 1 bungku selatan [Analysis of the causes of learning difficulties of grade xi students in economics at SMA negeri 1 bungku selatan]. Jurnal Online Program Studi Pendidikan Ekonomi, 8(1), 190–194.

Tailab, M. (2013). Difficulties of academic achievement in principles of accounting courses from the student perspective: Evidence from Libya. Higher Education Studies, 3(5).

Ulum, H. (2022). The effects of online education on academic success: A meta-analysis study. Education and Information Technologies, 27(1), 429–450. https://doi.org/10.1007/s10639-021-10740-8

Voshaar, J., Knipp, M., Loy, T., Zimmermann, J., & Johannsen, F. (2023). The impact of using a mobile app on learning success in accounting education. Accounting Education, 32(2), 222–247. https://doi.org/10.1080/09639284.2022.2041057

Waseso, H. P. (2018). Kurikulum 2013 dalam prespektif teori pembelajaran konstruktivis. [2013 Curriculum in the perspective of constructivist learning theory.] TA’LIM : Jurnal Studi Pendidikan Islam, 1(1), 59–72. https://doi.org/10.52166/talim.v1i1.632

Whitaker Sena, J. D., Lowe, P. A., & Lee, S. W. (2007). Significant predictors of test anxiety among students with and without learning disabilities. Journal of Learning Disabilities, 40(4), 360–376.

Williams, B. K., & Brown, E. D. (2018). Double-loop learning in adaptive management: the need, the challenge, and the opportunity. Environmental Management, 62, 995–1006.

Zaidi, S. F. H., Osmanaj, V., Ali, O., & Zaidi, S. A. H. (2021). Adoption of mobile technology for mobile learning by university students during COVID-19. The International Journal of Information and Learning Technology, 38(4), 329–343.

Zainuddin, Z., Shujahat, M., Chu, S. K. W., Haruna, H., & Farida, R. (2019). The effects of gamified flipped instruction on learner performance and need satisfaction: A study in a low-tech setting. Information and Learning Sciences, 120(11/12), 789–802.


Refbacks

  • There are currently no refbacks.


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


View My Stats