Assessing E-learning Systems Using the DeLone & McLean and Technology Acceptance Models

Authors

Agus Sutiyono , Syaiful Bakhri , Ulyanti , Dewi Rahayu Ningsih , Fatah Syukur

DOI:

10.29303/jppipa.v10i12.8790

Published:

2024-12-17

Issue:

Vol. 10 No. 12 (2024): December

Keywords:

DeLone and McLean model, E-learning, TAM

Research Articles

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How to Cite

Sutiyono, A., Bakhri, S., Ulyanti, Ningsih, D. R., & Syukur, F. (2024). Assessing E-learning Systems Using the DeLone & McLean and Technology Acceptance Models. Jurnal Penelitian Pendidikan IPA, 10(12), 10001–10012. https://doi.org/10.29303/jppipa.v10i12.8790

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Abstract

This study investigates the effectiveness of e-learning at Islamic universities in Central Java and Yogyakarta using Technology Acceptance Model (TAM) and the DeLone and McLean. It employs variables from both models, including system quality, net benefits, service quality, user satisfaction, perceived ease of use, and intention to use. Data were collected through questionnaires distributed to 250 students from these universities. The research utilizes a quantitative approach and applies proportional random sampling, analyzed with SmartPLS version 3 software. The findings are as follows: (1) Intention to use positively impacts net benefit, with a t-statistic of 1.982 (greater than 1.96) and a p-value of 0.048 (less than 0.05); (2) Perceived ease of use significantly influences intention to use, with a t-statistic of 15.996 (greater than 1.96) and a p-value of 0.000 (less than 0.05); (3) Service quality has a significant effect on user satisfaction, indicated by a t-statistic of 4.221 (greater than 1.96) and a p-value of 0.000 (less than 0.05); (4) System quality also significantly affects user satisfaction, with a t-statistic and p-value of 11.621 which is more than 1.96 and 0.000 which is less than 0.05; (5) Finally, user satisfaction has a significant influence on net benefits, as indicated by a t-statistic and p-value of 14.630 which is more than 1.96 and 0.000 which is less than 0.05.

References

Atlis, L. D., Lubis, N. S., Hasri, S., & Sohiron, S. (2024). Urgensi Komunikasi Efektif dalam Media Pembelajaran Pendidikan Secara Daring. Ta Dib Jurnal Pendidikan Islam, 13(1), 19–26. https://doi.org/10.29313/tjpi.v13i1.13294

Duryadi. (2021). TEKNIK Metode Penelitian Empiris Model Path Analysis dan Analisis Menggunakan SmartPLS. Penerbit Yayasan Prima Agus Teknik.

Fadhillah, M. H. (2021). Meningkatkan Benefits melalui Kepuasan Pengguna berdasarkan Kualitas Sistem Informasi Akademik. Coopetition: Jurnal Ilmiah Manajemen, 12(3), 313–322. https://doi.org/10.32670/coopetition.v12i3.444

Hamid, R. S., & Anwar, S. M. (2019). Structural Equation Modeling (SEM) Berbasis Varian (Konsep Dasar dan Aplikasi Program Smart PLS 3.2.8. dalam riset bisnis. PT Inkubator Penulis Indonesia.

Harianur, I. (2018). Pengaruh Kualitas Informasi Terhadap Kinerja Individu: Kepuasan Pengguna Sebagai Variabel Intervening. Universitas Muhammadiyah Surakarta, 9(2), 67–72. Retrieved from http://eprints.ums.ac.id/29301/12/NASKAH_PUBLIKASI.pdf [Diposting pada 11 Mei 2014]

Hendra, S., Sukardi, & Syahrullah. (2015). Pengaruh Penggunaan E-Learning Klasiber terhadap Net Benefit di Universitas Islam Indonesia dengan User Satisfaction sebagai Variabel Intervening. Seminar Nasional Aplikasi Teknologi Informasi (SNATi), 37–42. Retrieved from https://journal.uii.ac.id/Snati/article/view/3563

Huda, M., & Waluyowati, N. P. (2024). Pengaruh Perceived Ease of Use Dan Perceived Usefulness Terhadap Actual Use. Jurnal Kewirausahaan Dan Inovasi, 2(4), 982–993. https://doi.org/10.21776/jki.2023.02.4.04

Ilhami, Putri, A., Putri, A. S. V., Palupi, A. D., Luthfita, A., Rahma, A., Maylina, D. A., Agustina, H., Azizah, N., Utami, R. R., Anisa, S. N. P., Ervina, S., Vionita, V., & Rohati, P. (2024). Analisis Kepuasan Pelanggan Terhadap Kualitas Layanan Di Lembaga Pendidikan Tinggi. Jurnal Review Pendidikan Dan Pengajaran, 7(2), 6214. https://doi.org/10.31004/jrpp.v7i2.28760

Jati, W. P. A., Prihatin, S. D., & Priyanto, I. F. (2023). Kepuasan Pengguna Elearning Portal Spada Di Universitas Sebelas Maret Surakarta. BIBLIOTIKA: Jurnal Kajian Perpustakaan Dan Informasi, 7(1), 17. https://doi.org/10.17977/um008v7i12023p17-27

Jumardi, R. (2020). Evaluasi E-Learning Menggunakan Pendekatan Technology Acceptance Model. Journal of Technopreneurship and Information System (JTIS), 3(2), 34–41. https://doi.org/10.36085/jtis.v3i2.887

Kholipah, N., Arisanty, D., & Hastuti, K. P. (2021). Efektivitas Penggunaan E-Learning dalam Pembelajaran Daring Selama Masa Pandemi COVID-19. JPG (Jurnal Pendidikan Geografi), 7(2), 24–33. https://doi.org/10.20527/jpg.v7i2.10206

Kurniawan, E., & Tjhin, V. U. (2023). Measuring geospatial information system success on individual performance impact. Indonesian Journal of Electrical Engineering and Computer Science, 30(2), 1128–1139. https://doi.org/10.11591/ijeecs.v30.i2.pp1128-1139

Marzuki, K., Apriani, & Mardedi, L. Z. A. (2019). Evaluasi Penerapan Teknologi Informasi E-Learning Pada Kampus Swasta Menggunakan Cobit 4.1 (Study Kasus Prodi Ilkom Universitas Bumigora). Jurnal Bumigora Information Technology (BITe), 1(2), 161–166. https://doi.org/10.30812/bite.v1i2.598

Muhson, A. (2022). Analisis Statistik Dengan SmartPLS. Universitas Negeri Yogyakarta. Retrieved from https://susi.utmj.ac.id/wp-content/uploads/Panduan-Penggunaan-SmartPLS.pdf

Musyaffi, A. M., Khairunnisa, H., & Kismayanti, D. (2021). Konsep Dasar Structural Equation Model – Partial Least Square (SEM-PLS) Menggunakan SmartPLS. Pascal Books.

Narassima, M. S., Anbuudayasankar, S. P., Vasudevan, S. K., & Abhinavaram, J. (2017). Physicians’ and users’ perceptions towards wearable health devices. Indonesian Journal of Electrical Engineering and Computer Science, 5(1), 234–242. https://doi.org/10.11591/ijeecs.v5.i1.pp234-242

Novianti, K. D. P. (2019). Analisis Evaluasi E-learning Menggunakan Integrasi Model D&M dan UTAUT. Techno.Com, 18(2), 122–133. https://doi.org/10.33633/tc.v18i2.2217

Nugraheni, D., Saputra, M. C., & Herlambang, A. D. (2017). Analisis Penerimaan dan Kesuksesan Implementasi E-Learning Universitas Brawijaya Pada Aspek Intention To Use , Use , User Satisfaction dan Net Benefits. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya, 2(5), 1921–1931. Retrieved from https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/1426

Obaid, T. (2020). Factors Driving E-Learning Adoption In Palestine: An Integration of Technology Acceptance Model And IS Success Model. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3686490

Pahrijal, R., & Novitasari, S. A. (2023). Urgensi Menghadapi Hambatan Digital dalam Pemanfaatan Teknologi dalam Pembelajaran Siswa di Jawa Tengah. Jurnal Pendidikan West Science, 1(10), 644–653. https://doi.org/10.58812/jpdws.v1i10.729

Putra, S. J., Subiyakto, A., Yunita, I., Gunawan, M. N., & Durachman, Y. (2018). Assessing the user satisfaction perspectives of information system: A library case study in Indonesia. Indonesian Journal of Electrical Engineering and Computer Science, 12(1), 95–101. https://doi.org/10.11591/ijeecs.v12.i1.pp95-101

Rachman, T., & Napitupulu, D. B. (2017). Rasch Model for Validation a User Acceptance Instrument for Evaluating E-learning System. CommIT (Communication and Information Technology) Journal, 11(1), 9. https://doi.org/10.21512/commit.v11i1.2042

Rahmawati, R. N., & Narsa, I. M. (2019). Intention to Use e-Learning: Aplikasi Technology Acceptance Model (TAM). Owner, 3(2), 260. https://doi.org/10.33395/owner.v3i2.151

Ramadhanti, N. N. (2022). Penerapan Model DeLone dan McLean untuk Menganalisis Kesuksesan Website E-Learning SMA Muhammadiyah 2 Sidoarjo [Universitas Dinamika]. Retrieved from https://repository.dinamika.ac.id/id/eprint/6808/

Saputri, M. A., & Kunang, S. O. (2019). Model Delone and McLean Untuk Mengukur Kesuksesan Sistem Informasi Online Class Pada Universitas Bina Darma. Bina Darma Conference on Computer Science, 2, 1048–1054. Retrieved from https://conference.binadarma.ac.id/index.php/BDCCS/article/view/640/352

Seta, H. B., Wati, T., Muliawati, A., & Hidayanto, A. N. (2018). E-learning success model: An extention of delone & mclean is’ success model. Indonesian Journal of Electrical Engineering and Informatics, 6(3), 281~291. https://doi.org/10.11591/ijeei.v6i3.505

Setiawaty, S., Lukman, I. R., Imanda, R., Sudirman, S., & Rauzatuzzikrina, R. (2024). Integrating Mobile Augmented Reality Applications Through Inquiry Learning To Improve Students’ Science Process Skills and Concept Mastery. Jurnal Pendidikan IPA Indonesia, 13(1), 90–102. https://doi.org/10.15294/jpii.v13i1.48891

Setyawan, A. E., & Anyan. (2022). VOX EDUKASI: Jurnal Ilmiah Ilmu Pendidikan Evaluasi Keberhasilan Learning Management System (LMS) STKIP Persada Khatulistiwa Menggunakan Model DeLone Dan McLean. VOX Edukasi: Jurnal Ilmiah Ilmu Pendidikan, 13(2), 336–347. Retrieved from http://jurnal.stkippersada.ac.id/jurnal/index.php/VOX

Sholihin, D. R. M. (2020). Analisis SEM-PLS dengan WarpPLS 7.0 Untuk Hubungan Nonlinier dalam Penelitian Sosial dan Bisnis (1st ed.). CV Andi Offset.

Suwarto, S., Japlani, A., & Amelia, A. (2021). Implementasi System Quality, Information Quality, Service Quality Terhadap Pembelajaran Berbasis Online Di Saat Pandemi Covid-19 (Studi Kasus Pada Mahasiswa Feb Um Metro). Derivatif Jurnal Manajemen, 15(1), 100–107. https://doi.org/10.24127/jm.v15i1.587

Tarigan, J. E. S., & Setiawan, A. (2022). Pengaruh System Quality, Information Quality, Service Quality, Dan Security Control Terhadap User Satisfaction. Parahyangan Accounting Review, 1(1), 27–35. Retrieved from https://journal.unpar.ac.id/index.php/pasreview/article/view/6560/3961

Utomo, A. P., & Andiyan Bagas Alfiandika. (2022). Analisis Keberhasilan E-Learning Universitas Dalam Perspektif Sistem Informasi. E-Bisnis : Jurnal Ilmiah Ekonomi Dan Bisnis, 15(1), 24–38. https://doi.org/10.51903/e-bisnis.v15i1.605

Wijanarko, A., Erlanshari, A., & Juliani, K. (2024). Analisis Faktor-Faktor Yang Mempengaruhi Intensi Pengguna E-Learning Menggunakan Metode Utaut 2. Indonesian Journal of Computer Science and Engineering (IJCSE), 1, 47–54. Retrieved from https://rumah-jurnal.com/index.php/ijcse/article/view/71/69

Wulandari, D. A., Soeprobowati, T. R., & Nugraheni, D. M. K. (2024). Assessing actual usage and satisfaction factors of Microsoft Teams in online learning. Indonesian Journal of Electrical Engineering and Computer Science, 34(2), 991–1001. https://doi.org/10.11591/ijeecs.v34.i2.pp991-1001

Author Biographies

Agus Sutiyono, Walisongo State Islamic University

Syaiful Bakhri, Walisongo State Islamic University

Ulyanti, Walisongo State Islamic University

Dewi Rahayu Ningsih, Walisongo State Islamic University

Fatah Syukur, Walisongo State Islamic University

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Copyright (c) 2024 Agus Sutiyono, Syaiful Bakhri, Ulyanti, Dewi Rahayu Ningsih, Fatah Syukur

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