The Delone and McLean Information System Success Model: Investigating User Satisfaction in Learning Management System
DOI:
https://doi.org/10.23887/jet.v8i1.71080Keywords:
system, information, service, e-learning, Delone & McLeanAbstract
E-learning system is designed with the consideration of the learners' needs in order to provide quality learning opportunities and positive learning experiences. This study aim to analyze user satisfaction and achieving overall system success. A survey on student satisfaction regarding the facilities and infrastructure in the learning activities indicates that approximately 18.3% are dissatisfied with the existing facilities.The objective of this study is to analyze the use and satisfaction of users of the Learning Management System (SIPEJAR) as an e-learning platform. The Research method was conducted with an explanatory quantitative approach and adopts the D&M IS Success Model as a theoretical framework. A total of 84 students were selected as respondents using the proportionate stratified random sampling method with Taro Yamane's formula at a significance level of 10% from the population of 542 undergraduate psychology students. The data was collected through questionnaires and analysis with SEM-PLS. The research results show that service quality has a positive and significant effect on usage, p-value of 0.029 but not for the system quality and information quality. System quality, information quality, and service quality have a significant effect on user satisfaction, p-values respectively, of 0.004, 0.038, and 0.003. Apart from that, system usage also has a significant influence on user satisfaction, p-value of 0.000. By identifying the usage and factors that influence user satisfaction, e-learning providers can focus their attention on improving specific aspects of the user experience and enhancing the overall learning process.
References
Abdillah, W., & Jogiyanto, H. M. (2015). Partial Least Square (PLS) – Alternatif Structural Equation Modeling (SEM) dalam Penelitian Bisnis. Andi Offset.
Agustian, N., & Salsabila, U. H. (2021). Peran teknologi pendidikan dalam pembelajaran. Islamika, 3(1), 123–133. https://doi.org/10.36088/islamika.v3i1.1047.
Al-Adwan, A. S., Albelbisi, N. A., Hujran, O., Al-Rahmi, W. M., & Alkhalifah, A. (2021). Developing a holistic success model for sustainable e-learning: A structural equation modeling approach. Sustainability, 13(16), 9453. https://doi.org/10.3390/su13169453.
Al-Azawei, A., Abdullah, A. A., Mohammed, M. K., & Abod, Z. A. (2023). Predicting Online Learning Success Based on Learners’ Perceptions: The Integration of the Information System Success Model and the Security Triangle Framework. International Review of Research in Open and Distributed Learning, 24(2), 72–95. https://doi.org/10.19173/irrodl.v24i2.6895.
Al-Fraihat, D., Joy, M., Masa’deh, R., & Sinclair, J. (2020). Evaluating E-learning systems success: An empirical study. Computers in Human Behavior, 102, 67–86. https://doi.org/10.1016/j.chb.2019.08.004.
Al Mulhem, A. (2020). Investigating the effects of quality factors and organizational factors on university students’ satisfaction of e-learning system quality. Cogent Education, 7(1), 1787004. https://doi.org/10.1080/2331186X.2020.1787004.
Alotaibi, R. S., & Alshahrani, S. M. (2022). An extended DeLone and McLean’s model to determine the success factors of e-learning platform. PeerJ Computer Science, 8, 876. https://peerj.com/articles/cs-876/.
Amalia, R. A., & Megasari, R. (2021). Pengaruh persepsi kemudahan dan persepsi kemanfaatan terhadap niat perilaku untuk menggunakan SIPEJAR pada mahasiswa program studi S1 pendidikan ekonomi Universitas Negeri Malang angkatan 2020. Jurnal Ekonomi, Bisnis Dan Pendidikan (JEBP, 1(8), 776–783. https://doi.org/10.17977/um066v1i82021p776-783.
Antonius Edy, S., & Anyan, A. (2022). Evaluasi Keberhailan Learning Management System (LMS) STKIP Persada Khatulistiwa Menggunakan Model DeLone McLean. Jurnal Ilmiah Ilmu Pendidikan, 13(2). https://doi.org/10.31932/ve.v13i2.1877.
Ayuni, D., & Mulyana, A. (2019). Applying service quality model as a determinant of success in E-learning: The role of institutional support and outcome value. Review of Integrative Business and Economics Research, 8, 145–159. http://buscompress.com/uploads/3/4/9/8/34980536/riber_8-s1_12_s18-031_145-159.pdf.
Bosica, J., Pyper, J. S., & MacGregor, S. (2021). Incorporating problem-based learning in a secondary school mathematics preservice teacher education course. Teaching and Teacher Education, 102, 103335. https://doi.org/10.1016/j.tate.2021.103335.
Chopra, G., Madan, P., Jaisingh, P., & Bhaskar, P. (2019). Effectiveness of e-learning portal from students’ perspective: A structural equation model (SEM) approach. Interactive Technology and Smart Education, 16(2), 94–116. https://doi.org/10.1108/ITSE-05-2018-0027.
DeLone, W. H., & McLean, E. R. (1992). Information systems success: The quest for the dependent variable. Information Systems Research, 3(1), 60–95. http://www.herbsleb.org/SCALEpapers/delone-information-1992.pdf.
Elmunsyah, H., Nafalski, A., Wibawa, A. P., & Dwiyanto, F. A. (2023). Understanding the Impact of a Learning Management System Using a Novel Modified DeLone and McLean Model. Education Sciences, 13(3), 235. https://doi.org/10.3390/educsci13030235.
Fernando, E., Murad, D. F., Warnars, H. L. H. S., & Oktriono, K. (2019). Development conceptual model and validation instrument for E-Learning succes model at universities in Indonesia: perspectives influence of instructor’s activities and motivation. In 2019 International Congress on Applied Information Technology (AIT (pp. 1–6). https://doi.org/10.1109/AIT49014.2019.9144754.
Gable, G., Sedera, D., & Chan, T. (2008). Re-conceptualizing Information System Success: The IS-Impact Measurement Model. Journal of the Association for Information Systems, 9(7). https://aisel.aisnet.org/jais/vol9/iss7/18.
Ghozali, I. (2014). Structural Equation Modelling Metode Alternatif dengan Partial Least Squares (PLS) Edisi 4. Badan Penerbit Universitas Diponegoro.
Hidayatullah, S., Khouroh, U., Windhyastiti, I., Patalo, R. G., & Waris, A. (2020). Implementasi Model Kesuksesan Sistem Informasi DeLone And McLean Terhadap Sistem Pembelajaran Berbasis Aplikasi Zoom Di Saat Pandemi Covid-19. Jurnal Teknologi Dan Manajemen Informatika (JTMI), 6(1), 44–52. https://doi.org/10.26905/jtmi.v6i1.4165.
Ithriah, S. A., Ridwandono, D., & Suryanto, T. L. M. (2020). Online learning self-efficacy: The role in e-learning success. Journal of Physics: Conference Series, 1569(2), 22053. https://doi.org/10.1088/1742-6596/1569/2/022053.
Khafit, A., Sulastri, S., & Fauzan, S. (2020). Technology Acceptance Model (TAM): measurement of e-learning use by accounting students at Malang State University. Asia Pacific Journal of Management and Education (APJME), 3(3), 64–72. https://doi.org/10.32535/apjme.v3i3.969.
Kivunja, C. (2015). Unpacking the Information, Media, and Technology Skills Domain of the New Learning Paradigm. International Journal of Higher Education, 4(1), 3–6. https://doi.org/10.5430/ijhe.v4n1p166.
Krisdiantoro, Y., Subekti, I., & Prihatiningtias, Y. W. (2018). Pengaruh Kualitas Sistem dan Kualitas Informasi terhadap Manfaat Bersih dengan Intensitas Penggunaan sebagai Variabel Mediasi. Jurnal Akuntansi Aktual, 5(2), 149–167. http://journal2.um.ac.id/index.php/jaa.
Kurt, E. Ö. (2019). Examining an e-learning system through the lens of the information systems success model: Empirical evidence from Italy. Education and Information Technologies, 24(2), 1173–1184. https://doi.org/10.1007/s10639-018-9821-4.
Larasati, N. A., & Andayani, S. (2019). Pengaruh penggunaan Learning Management System (LMS) terhadap tingkat kepuasan mahasiswa menggunakan metode DeLone and McLean. Jurnal Teknik Informatika UNIKA Santo Thomas, 4(1), 13–20. https://doi.org/10.17605/jti.v4i1.506.
Lestariningsih, T., Artono, B., & Afandi, Y. (2020). Evaluasi Implementasi E-learning dengan Metode Hot Fit Model. Innovation in Research of Informatics (INNOVATICS, 2(1). https://doi.org/10.37058/innovatics.v2i1.1342.
Martins, J., Branco, F., Gonçalves, R., Au-Yong-Oliveira, M., Oliveira, T., Naranjo-Zolotov, M., & Cruz-Jesus, F. (2019). Assessing the success behind the use of education management information systems in higher education. Telematics and Informatics, 38, 182–193. https://doi.org/10.1016/j.tele.2018.10.001.
Mtebe, J. S., & Raphael, C. (2018). Key factors in learners’ satisfaction with the e-learning system at the University of Dar es Salaam, Tanzania. Australasian Journal of Educational Technology, 34(4). https://doi.org/10.14742/ajet.2993.
Nugroho, M. A., Setyorini, D., & Novitasari, B. T. (2019). The role of satisfaction on perceived value and e-learning usage continuity relationship. Procedia Computer Science, 161, 82–89. https://doi.org/http://creativecommons.org/licenses/by-nc-nd/4.0/.
Ohliati, J., & Abbas, B. S. (2019). Measuring students satisfaction in using learning management system. International Journal of Emerging Technologies in Learning (Online, 14(4), 180. https://doi.org/10.3991/ijet.v14i04.9427.
Pawirosumarto, S., Katidjan, P. S., & Mulyanto, A. D. (2015). Pengaruh Computer Self-Efficacy Terhadap Kualitas Sistem, Kualitas Informasi, Kualitas Layanan, Penggunaan, Kepuasan Pengguna, Dan Dampak Individu. MIX: Jurnal Ilmiah Manajemen, 5(2), 310–327. https://core.ac.uk/download/pdf/293653977.pdf.
Prifti, R. (2022). Self–efficacy and student satisfaction in the context of blended learning courses. Open Learning: The Journal of Open, Distance and e-Learning, 37(2), 111–125. https://doi.org/10.1080/02680513.2020.1755642.
Putri, P. R., Faroqi, A., & Safitri, E. M. (2023). Penerapan Model DeLone & McLean dalam Menganalisis Faktor-Faktor Keberhasilan Aplikasi Learning Management System. KLIK: Kajian Ilmiah Informatika Dan Komputer, 3(6), 1179–1190. https://doi.org/10.30865/klik.v3i6.951.
Raharja, D. R. B., & Rokanta, S. A. (2023). Analisis Faktor-Faktor Keberhasilan Sistem E-Learning Menggunakan Model Delone Dan Mclean. Jurnal Minfo Polgan, 12(1), 240–246. https://doi.org/10.33395/jmp.v12i1.12359.
Rahmat, A. B. D., Seminar, K. B., & Suroso, A. I. (2019). Evaluasi keberhasilan e-learning dalam perspektif sistem informasi (studi kasus Universitas Terbuka. Jurnal Aplikasi Bisnis Dan Manajemen (JABM, 5(3), 373–373. https://doi.org/10.17358/jabm.5.3.373.
Ratheeswari, K. (2018). Information communication technology in education. Journal of Applied and Advanced Research, 3(1), 45–47. https://doi.org/10.21839/jaar.2018.v3S1.169.
Salam, M., & Farooq, M. S. (2020). Does sociability quality of web-based collaborative learning information system influence students’ satisfaction and system usage? International Journal of Educational Technology in Higher Education, 17(1), 1–39. https://doi.org/10.1186/s41239-020-00189-z.
Sary, F. P., Prasetio, A., & Moslem, M. (2021). Analisis Faktor-Faktor Kesuksesan E-Learning dalam Meningkatkan Proses Belajar Mengajar Di Universitas Telkom. JINOTEP (Jurnal Inovasi Dan Teknologi Pembelajaran): Kajian Dan Riset Dalam Teknologi Pembelajaran, 8(2), 194–206. https://doi.org/10.17977/um031v8i22021p194.
Satuti, J. R., Sunaryanto, S., & Nuris, D. M. R. (2020). Does Student Satisfaction Mediate the Correlation between E-learning Service Quality, Academic Engagement and Academic Achievement? Jabe (Journal of Accounting and Business Education, 5(1), 38–53. https://doi.org/10.26675/jabe.v5i1.12699.
Sebe, K. M. (2023). Pemanfaatan Sistem Informasi Manajemen untuk meningkatkan Pelayanan Tenaga Pendidik pada Perguruan Tinggi. JIPDAS (Jurnal Ilmiah Pendidikan Dasar, 2(1), 153–163. https://ejournal.lpipb.com/index.php/jipdas.
Sharma, G., & Bhatta, M. (2018). Implementing e-learning in far western region of Nepal. Advances in Computer Sciences, 1(3). https://doi.org/10.18488/journal.67.2018.51.1.20.
Sholihah, Q. (2020). Pengantar Metodologi Penelitian. UB Press.
Sholihah, Q., & Lenggono, K. A. (2020). Analysis Design Student Critical Ability with Problembase Learning and Project-Based Learning Models (Case Study in Jombang Indonesia. PalArch’s Journal of Archaeology of Egypt/Egyptology, 17(4), 1964–1977. https://doi.org/10.48080/jae.v17i4.3234.
Singarimbun, M., & Effendi, S. (2020). Metode Penelitian Survey. LP3ES.
Sutadji, E., Hidayat, W. N., Patmanthara, S., Sulton, S., Jabari, N. A. M., & Irsyad, M. (2020). Measuring user experience on SIPEJAR as e-learning of Universitas Negeri Malang. IOP Conference Series: Materials Science and Engineering, 732(1), 12116. https://iopscience.iop.org/article/10.1088/1757-899X/732/1/012116/meta.
Utomo, A. P., Mariana, N., & Rejeki, R. S. A. (2018). Model Evaluasi Integrasi Kesuksesan Dan Penerimaan Sistem Informasi E-Learning Universitas. IKRA-ITH Informatika: Jurnal Komputer Dan Informatika, 2(1), 94–101. https://doi.org/https://journals.upi-yai.ac.id/index.php/ikraith-informatika/article/view/217/116.
Vartiainen, H., Pöllänen, S., & Liljeström, A. (2016). Designing Connected Learning: Emerging learning systems in a craft teacher education course. Design And, 21(2), 32–40. https://ojs.lboro.ac.uk/DATE/article/download/2115/2281.
Wijaya, I. G. N. S., & Suwastika, I. W. K. (2017). Analisis Kepuasan Pengguna E-Learning Menggunakan Metode Kano. Jurnal Sistem Dan Informatika (JSI, 12(1), 128–138. https://doi.org/https://jsi.stikom-bali.ac.id/index.php/jsi/article/view/130.
Yakubu, N., & Dasuki, S. (2018). Assessing eLearning systems success in Nigeria: An application of the DeLone and McLean information systems success model. Journal of Information Technology Education: Research, 17, 183–203. https://doi.org/http://shura.shu.ac.uk/21526/.
Yosep, Y. (2015). Analysis of Relationship between Three Dimensions of Quality, User Satisfaction, and E-Learning Usage of Binus Online Learning. CommIT (Communication and Information Technology) Journal, 9(2), 67–72. https://doi.org/10.21512/commit.v9i2.1648.
Yudiawan, A., Rokhmah, S., Umkabu, T., & Safitri, F. (2022). Factors Affecting the Success of E-Learning-Based Training Using Learning Management System Platforms: Adaptations of Updated DeLone and McLean Models. Journal of Education and E-Learning Research, 9(3), 192–198. https://doi.org/https://eric.ed.gov/?id=EJ1363462.
Zhao, Y. A., Bandyopadhyay, K., & Bandyopadhyay, S. (2020). Evaluating complex online technology-enabled course delivery: A contextualized view of a decomposed IS success model. Communications of the Association for Information Systems, 46(1), 9. https://doi.org/10.17705/1CAIS.04609.
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