Student Acceptance of E-learning to Improve Learning Independence in the Department of Computer Education

Mitra Pramita(1*), R. Ati Sukmawati(2), Harja Santana Purba(3), Nuruddin Wiranda(4), Jajang Kusnendar(5), Mohd Samsu Sajat(6)

(1) Faculty of Education and Teacher Training, Universitas Lambung Mangkurat
(2) Faculty of Education and Teacher Training, Universitas Lambung Mangkurat
(3) Faculty of Education and Teacher Training, Universitas Lambung Mangkurat
(4) Faculty of Education and Teacher Training, Universitas Lambung Mangkurat
(5) Computer Science Education, Universitas Pendidikan Indonesia
(6) School of Computing, Universiti Utara Malaysia
(*) Corresponding Author

Abstract

E-learning is an educational system that uses information technology in the learning process. One of the platforms that can be used in developing e-learning is Moodle. This research investigates the implementation of e-learning in the learning process in the Computer Education Department. The purpose of this research is to examine the use of E-learning in supporting the learning process. The respondents of this research are 130 active students of the Computer Education Department from the 2016 to 2018 Batches. The method used is a research questionnaire whose data are analyzed using the SPSS Statistics 25 program. This research shows no significant effect of student expectation on e-learning in supporting the learning process. Meanwhile, ease of e-learning, e-learning performance, and social influence for the benefit of e-learning have a significant effect on supporting the learning process and improve learning independence.

Keywords

effectiveness; e-learning; moodle platform

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References

Alavi, M., & Leidner, D. (2001). Research commentary: Technology mediated lear-ning-a call for greater depth and breadth of research. Information Systems Rese-arch, 12(1), 1–10.

Allen, M. W. (2016). Michael Allen's guide to e-learning: Building interactive, fun, and effective learning programs for any com-pany. John Wiley & Sons. https://books.google.co.id/books?hl=id&lr=&id=7ibWBgAAQBAJ.

Aparicio, M., Bacao, F., & Oliveira, T. (2017). Grit in the path to e-learning suc-cess. Computers in Human Behavior, 66, 388-399.

Bringman‐Rodenbarger, L., & Hortsch, M. (2020). How students choose E‐learning resources: The importance of ease, famili-arity, and convenience. FASEB BioAd-vances, 2(5), 286-295.

Cholid, N., & Achmadi, A. (2007). Metodo-logi Penelitian. Jakarta: Bumi Aksara.

Christidamayani, A. P., & Kristanto, Y. D. (2020). The Effects of Problem Posing Learning Model on Students' Learning Achievement and Motivation. arXiv pre-print arXiv:2002.04447. Indonesian Journal on Learning and Advanced Edu-cation (IJOLAE), 2(2), 100-108

Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: a comparison of two theoreti-cal models. Management Science, 35(8), 982-1003. http://www.jstor.org/stable/10.2307/2632151.

Elkaseh, A. M., Wong, K. W., & Fung, C. C. (2016). Perceived ease of use and percei-ved usefulness of social media for e-learning in Libyan higher education: A structural equation modeling analysis. In-ternational Journal of Information and Education Technology, 6(3), 192.

Engelbrecht, E. (2005). Adapting to changing expectations: Postgraduate students’ ex-perience of an e-learning tax program. Computers and Education, 45(2), 217–229.

Ghozali, I. (2006). Aplikasi Analisis Multiva-riate Dengan Program SPSS, Badan Pe-nerbit Universitas Diponegoro, Sema-rang., 2011. Aplikasi Analisis Multivaria-te dengan Program IBM SPSS, 19.

Hartley, D. E. (2001). Selling e-learning. American Society for Training and Deve-lopment. https://books.google.co.id/books?hl=id&lr=&id=jcnh8Vcw0-IC.

Hidayati, N. (2016). Sistem E-learning Untuk Meningkatkan Proses Belajar Mengajar: Studi Kasus Pada SMA Negeri 10 Ban-dar Lampung. Telematika MKOM, 2(2), 153-170. https://journal.budiluhur.ac.id/index.php/telematika/article/view/171/165.

Hiltz, S. R., & Turoff, M. (2005). Education goes digital: The evolution of online lear-ning and the revolution in higher educa-tion. Communication of ACM, 48(10), 59–64

https://doi.org/10.1016/j.chb.2016.10.009.

Huffaker, D. A., & Calvert, S. L. (2003). The new science of learning: Active learning, metacognition, and transfer of knowledge in e-learning applications. Journal of Educational Computing Research, 29(3), 325-334.

Hwang, Y. (2014). Understanding social in-fluence theory and personal goals in e-learning. Information Development, 32(3), 466-477.

Istijanto, M. M. (2005). Aplikasi Praktis Riset Pemasaran. Jakarta: Gramedia Pustaka Utama.

Jong, D., & Wang, T. S. (2009). Student ac-ceptance of web-based learning system. In Proceedings. The 2009 International Symposium on Web Information Sys-tems and Applications (WISA 2009) (p. 533). Academy Publisher.

Kang, M., & Shin, W. S. (2015). An empiri-cal investigation of student acceptance of synchronous e-learning in an online uni-versity. Journal of Educational Compu-ting Research, 52(4), 475-495.

Lee, B. C., Yoon, J. O., & Lee, I. (2009). Learners’ acceptance of e-learning in South Korea: Theories and results. Com-puters & Education, 53(4), 1320-1329.

Lee, B. C., Yoon, J. O., & Lee, I. (2009). Learners’ acceptance of e-learning in South Korea: Theories and results. Com-puters & Education, 53(4), 1320-1329.

Lee, M. C. (2010). Explaining and predicting users’ continuance intention toward e-learning: An extension of the expecta-tion–confirmation model. Computers & Education, 54(2), 506-516.

Long, J. S., & Ervin, L. H. (2000). Using heteroscedasticity consistent standard er-rors in the linear regression model. The American Statistician, 54(3), 217-224.

Madigan, R., Louw, T., Wilbrink, M., Schie-ben, A., & Merat, N. (2017). What influ-ences the decision to use automated pu-blic transport? Using UTAUT to unders-tand public acceptance of automated road transport systems. Transportation rese-arch part F: traffic psychology and beha-viour, 50, 55-64.

Marfuatun, M., LFX, E. W., & Suwardi, S. (2013). Pengembangan Metode Pembela-jaran Kooperatif secara Online pada Kuli-ah Kimia Fisika II. Jurnal Pendidikan Matematika dan Sains, 1(2), 125-133. https://journal.uny.ac.id/index.php/jpms/article/view/2479/2066.

Masood, A., & Lodhi, R. N. (2016). Deter-minants of behavioral intentions to use SPSS among students: Application of Technology Acceptance Model (TAM). FWU Journal of Social Sciences, 10(2), 146.

Montgomery, M. R., & Casterline, J. B. (1996). Social learning, social influence, and new models of fertility. Population and Development Review, 22, 151-175.

Moore, J. L., Dickson-Deane, C., & Galyen, K. (2011). e-learning, online learning, and distance learning environments: Are they the same?. The Internet and Higher Edu-cation, 14(2), 129-135.

Muller, H. G., & Stadtmuller, U. (1987). Es-timation of heteroscedasticity in regressi-on analysis. The Annals of Statistics, 15(2), 610-625.

Mustaqim, R. N., Kusyanti, A., & Aryadita, H. (2018). Analisis faktor-faktor yang memengaruhi niat penggu-naan e-commerce XYZ menggunakan model UTAUT (Unified Theory Ac-ceptance and Use of Technology). Jurnal Pengembangan Teknologi Infor-masi dan Ilmu Komputer, 2(7), 2584-2593.

Nassuora, A. B. (2012). Students acceptance of mobile learning for higher education in Saudi Arabia. American Academic & Scholarly Research Journal, 4(2), 24-30.

Nayanajith, G., Damunupola, K. A., & Ven-tayen, R. J. (2019). Impact of Innovation and Perceived Ease of Use on E-learning Adoption. Asian Journal of Business and Technology Studies, 2(1), 19-27.

Paechter, M., Maier, B., & Macher, D. (2010). Students' expectations of and ex-periences in e-learning: Their relation to learning achievements and course satis-faction. Computers & Education, 54(1), 222-229.

Park, S. Y. (2009). An analysis of the techno-logy acceptance model in understanding university students' behavioral intention to use e-learning. Journal of Educational Technology & Society, 12(3), 150-162.

Selim, H. M. (2007). Critical success factors for e-learning acceptance: Confirmatory factor models. Computers & Education, 49(2), 396-413.

Šebjan, U., & Tominc, P. (2015). Impact of support of teacher and compatibility with needs of study on the usefulness of SPSS by students. Computers in Human Beha-vior, 53, 354-365.

Sekaran, U., & Bougie, R. (2017). Metode Penelitian untuk Bisnis: Pendekatan Pen-gembangan-Keahlian. Jakarta Selatan. Penerbit Salemba Empat.

Selim, H. M. (2003). An empirical investiga-tion of student acceptance of course web-sites. Computers & Education, 40(4), 343-360.

Setyoningsih, S. (2015). E-learning: Pembela-jaran Interaktif Berbasis Teknologi In-formasi. Elementary: Islamic Teacher Journal, 3(1). http://journal.stainkudus.ac.id/index.php/elementary/article/viewFile/1443/1319.

Sukmawati, R. A., Pramita, M., Purba, H. S., & Utami, B. (2020). The use of blended cooperative learning model in the introdu-ction to digital systems learning. Indone-sian Journal on Learning and Advanced Education (IJOLAE), 2(2), 75-81.

Sørebø, Ø., Halvari, H., Gulli, V. F., & Kris-tiansen, R. (2009). The role of self-determination theory in explaining tea-chers’ motivation to continue to use e-learning technology. Computers & Edu-cation, 53(4), 1177-1187.

Venkatesh, V. (2001). Determinants of per-ceived ease of use: integrating control, in-trinsic motivation, and emotion into the technology acceptance model. Informa-tion Systems Research, 11(4), 342–365.

Venkatesh, V., & Davis, F. D. (2000). A the-oretical extension of the technology ac-ceptance model: four longitudinal field studies. Management Science, 46, 186–204.

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a uni-fied view. MIS Quarterly, 425-478.

Waller, V. and Wilson, J. (2001). A definition for e-learning. TheODL QC Newsletter, pp. 1-2.

Wingard, A. K., Hermawan, H. D., & Dewi, V. R. (2020). The Effects of Students’ Perception of the School Environment and Students’ Enjoyment in Reading towards Reading Achievement of 4th Grades Students in Hong Kong. Indone-sian Journal on Learning and Advanced Education (IJOLAE), 2(2), 68-74.

Zhang, D., Zhao, J. L., Zhou, L., & Nunama-ker, J. F. Jr., (2004). Can e-learning re-place classroom learning? Communica-tions of the ACM, 47(5), 75–79

DOI: 10.23917/ijolae.v4i1.9265

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