Analysis of Acceptance of STARS Website Usage Using TAM Method: Case Study of Satya Wacana Christian University Students
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Sep 30, 2025
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STARS Website, Satya Wacana Christian University, TAM Model
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Abstract
In the ever-evolving digital era, students' ability to utilise an effective academic information system is important to optimally support the learning process and management of education administration. This study aims to explore how students accept and use the STARS website through the Technology Acceptance Model (TAM) approach. The research method used in this study is a quantitative approach by collecting data through questionnaires distributed to Satya Wacana Christian University students who use the STARS website. Data analysis was carried out using inferential statistical techniques to evaluate the effect of Perceived Usefulness (PU), Perceived Ease of Use (PEOU), Attitude Toward Using (ATU) and Behavioural Intention to Use (BI) on Actual System to Use. The results showed that Perceived Usefulness (PU) and Perceived Ease of Use (PEOU) have a significant influence on the attitude (ATU) of students towards using STARS. In addition, Behavioural Intention to Use (BI) was found to be a strong predictor of actual use of the system, indicating that the more positive students' attitude towards STARS, the higher their intention to use it in academic activities. These findings underscore the importance of paying attention to perceived ease and benefits in the development of academic systems to increase the effectiveness of technology use in educational environments.
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Mamarodia, D. C., & Chernovita, H. P. (2025). Analysis of Acceptance of STARS Website Usage Using TAM Method: Case Study of Satya Wacana Christian University Students. JITSI : Jurnal Ilmiah Teknologi Sistem Informasi, 6(3), 311 - 320. https://doi.org/10.62527/jitsi.6.3.482
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References
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[18] Siswoyo, A., & Irianto, B. S. (2023). Analisis Technology Acceptance Model (TAM) Terhadap Pengguna Aplikasi Mobile Banking. Owner: Riset Dan Jurnal Akuntansi, 7(2), 1196–1205. DOI: https://doi.org/10.33395/owner.v7i2.1440
[19] Uska, M. Z. (2017). Analisis Penerimaan Digital Library Menggunakan Technology Acceptance Model (TAM) di Universitas Hamzanwadi. Edumatic: Jurnal Pendidikan Informatika, 1(1), 1–10. DOI: https://doi.org/10.29408/edumatic.v1i1.723
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[23] Setiawan, B., Khairani, M., Fadil, T., & Abdullah, T. M. K. (2022). Investigasi behavioral intention pada sistem pembayaran QRIS di merchant UMKM. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 9(4), 3467–3480. DOI: https://doi.org/10.35957/jatisi.v9i4.3364
[24] Tanaem, P. F., Wijaya, A. F., Manuputty, A. D., & Huwae, G. N. (2020). Penerapan RESTFul Web Service Pada Disain Arsitektur Sistem Informasi Pada Perguruan Tinggi (Studi Kasus: STARS UKSW). JASIEK (Jurnal Aplikasi Sains, Informasi, Elektronika Dan Komputer), 2(1), 11–20. [Online]. Available: https://encr.pw/FYkEx
[2] Febrianti, I., Tuffahati, J., Rifai, A., Affandi, R. H., Pradita, S., Akmalia, R., & Siahaan, A. (2023). Pengaruh Penggunaan Teknologi Informasi Dalam Manajemen Perencanaan Pendidikan Untuk Meningkatkan Efisiensi Pendidikan. Academy of Education Journal, 14(2), 506–522. DOI: https://doi.org/10.47200/aoej.v14i2.1763
[3] Yindrizal, S. E., & Susiana, M. M. D. (2024). Implementasi Kualitas Sistem Informasi Akademik Dalam Pelayanan Administrasi Akademik. Cv. Azka Pustaka. [Online]. Available: https://books.google.co.id/books?id=MQzxEAAAQBAJ&lpg=PA54&ots=A7PBKf01J7&dq=%5B3%5D%09Yindrizal%2C%20S.%20E.%2C%20%26%20Susiana%2C%20M.%20M.%20D.%20(2024).%20Implementasi%20Kualitas%20Sistem%20Informasi%20Akademik%20Dalam%20Pelayanan%20Administrasi%20Akademik.%20Cv.%20Azka%20Pustaka.&lr&pg=PA54#v=onepage&q&f=false
[4] Alomary, A., & Woollard, J. (2015). How is technology accepted by users? A review of technology acceptance models and theories.Dallas, C., Gerbi, A., Tenca, G., Juchaux, F., & Bernard, F. X. (2008). Lipolytic effect of a polyphenolic citrus dry extract of red orange, grapefruit, orange (SINETROL) in human body fat adipocytes. Mechanism of action by inhibition of cAMP-phosphodiesterase (PDE). Phytomedicine, 15(10), 783-792. [Online]. Available: http://eprints.soton.ac.uk/id/eprint/382037
[5] Marangunić, N., & Granić, A. (2015). Technology acceptance model: a literature review from 1986 to 2013. Universal Access in the Information Society, 14, 81–95. DOI: https://doi.org/10.1007/s10209-014-0348-1
[6] Narendra, A. P. (2022). Analisis Penerimaan Pengguna terhadap Penerapan Teknologi Informasi pada layanan Perpustakaan Digital Menggunakan Technology Acceptance Model (TAM) di Perpustakaan UNIKA Widya Karya Malang. Tik Ilmeu: Jurnal Ilmu Perpustakaan Dan Informasi, 6(2), 169. [Online]. Available: https://pdfs.semanticscholar.org/859f/5f9f0809154cd44fa96245e816404307a661.pdf
[7] Aritonang, R. P., & Kaban, R. (2019). Kajian Tingkat Kepuasan Mahasiswa Terhadap Sistem Informasi Berbasis Web dengan Metode Technology Acceptance Model (TAM). Jurnal Teknologi Kesehatan Dan Ilmu Sosial (Tekesnos), 1(1), 40–47. [Online]. Available: https://e-journal.sari-mutiara.ac.id/index.php/tekesnos/article/view/904
[8] Tyas, E. I., & Darma, E. S. (2017). Pengaruh Perceived Usefulness, Perceived Ease of Use, Perceived Enjoyment, dan Actual Usage Terhadap Penerimaan Teknologi Informasi: Studi Empiris Pada Karyawan Bagian Akuntansi dan Keuangan Baitul Maal Wa Tamwil Wilayah Daerah Istimewa Yogyakarta. Reviu Akuntansi Dan Bisnis Indonesia, 1(1), 25–35. DOI: https://doi.org/10.18196/rab.010103
[9] Syahran, S., & Islami, R. N. (2024). Analisis Niat Bertransaksi Secara Online di Kalangan Mahasiswa Kota Tarakan: Pendekatan Technology Acceptance Model (TAM). Jurnal Ekonomika, 15(02), 253–268.
[10] Hasanah, U., Rusydi, M., Maulana, C. Z., Maftukhatushalikhah, M., & Azwari, P. C. (2021). Penggunaan Digital Payment Syariah Pada Masyarakat Di Kota Palembang: Pendekatan Teori Technology Acceptance Model (TAM) pada Layanan Syariah LinkAja. Jurnal Intelektualita: Keislaman, Sosial Dan Sains, 10(1), 93–107. [Online]. Available: https://encr.pw/d6EKh
[11] Barat, D. G. P. J. (2022). Pengaruh Perceived Usefulness (PU) dan Perceived Ease Of Use (PEOU) terhadap Attitude Toward Using (ATU) serta Dampaknya terhadap Behavioral Intention To Use (BITU).
[12] Sugihartono, T., & Putra, R. R. C. (2020). Analisis Kepuasan Pengguna Menggunakan Technology Acceptance Model pada Sistem Pelayanan Publik. Satin-Sains Dan Teknologi Informasi, 6(2), 97–105. [Online]. Available: https://l1nq.com/FCEPJ
[13] Setyawati, R. E. (2020). Pengaruh Perceived Usefullness, Perceived Ease of Use Terhadap Behavioral Intention To Use dengan Atittude Towards Using sebagai Variabel Intervening (Studi Kasus Pada Gopay Dikota Yogyakarta). Jurnal Ekobis Dewantara, 3(1), 39–51.
[14] Faizani, S. N., & Indriyanti, A. D. (2021). Analisis Pengaruh Technology Readiness terhadap Perceived Usefulness dan Perceived Ease of Use terhadap Behavioral Intention dari Quick Response Indonesian Standard (QRIS) untuk Pembayaran Digital (Studi Kasus: Pengguna Aplikasi e-Wallet Go-Pay, DANA, OV. Journal of Emerging Information System and Business Intelligence (JEISBI), 2(2), 85–93. DOI: https://doi.org/10.26740/jeisbi.v2i2.39738
[15] Rohman, A. N., Mukhsin, M., & Ganika, G. (2023). Penggunaan Technology Acceptance Model Dalam Analisis Actual Use Penggunaan E–Commerce Tokopedia Indonesia. Jurnal Ekonomi Manajemen Akuntansi Keuangan Bisnis Digital, 2(1), 25–36. DOI: https://doi.org/10.58222/jemakbd.v2i1.150
[16] Andrea, J. A., & Suroso, J. S. (2022). Analisis Faktor-Fator yang Mempengaruhi Penggunaan Aplikasi Investasi Reksadana Online pada Generasi Millenial dan Generasi Z. ITEJ (Information Technology Engineering Journals), 7(1), 32–52. DOI: https://doi.org/10.24235/itej.v7i1.99
[17] Wirahutomo, G. A. (2017). Pengaruh Persepsi Kegunaan (Perceived Usefulness), Persepsi Kemudahan (Perceived Ease Of Use) Terhadap Niat Perilaku (Behavioural Intention) Dalam Mengakses Channel Youtube Endank Soekamti Dengan Sikap Penggunaan (Attitude Toward Using) Sebagai Mediasi. Universitas Brawijaya. [Online]. Available: http://repository.ub.ac.id/id/eprint/383
[18] Siswoyo, A., & Irianto, B. S. (2023). Analisis Technology Acceptance Model (TAM) Terhadap Pengguna Aplikasi Mobile Banking. Owner: Riset Dan Jurnal Akuntansi, 7(2), 1196–1205. DOI: https://doi.org/10.33395/owner.v7i2.1440
[19] Uska, M. Z. (2017). Analisis Penerimaan Digital Library Menggunakan Technology Acceptance Model (TAM) di Universitas Hamzanwadi. Edumatic: Jurnal Pendidikan Informatika, 1(1), 1–10. DOI: https://doi.org/10.29408/edumatic.v1i1.723
[20] Adhiputra, M. W. (2015). Aplikasi Technology Acceptance Model terhadap pengguna layanan internet banking. Jurnal Bisnis Dan Komunikasi, 2(1), 52–63.Bereiter-Hahn, J. (1990). Behavior of mitochondria in the living cell. International review of cytology, 122, 1-63.
[21] Dzinnuriyah, N. (2023). Pengaruh Attitude Toward Using, Behavior Intention To Use, Dan Actual System Use Terhadap Minat Penggunaan E-Wallet Linkaja Syariah Pada Generasi Milenial. [Online]. Available: https://eprints.walisongo.ac.id/id/eprint/21320
[22] Permata, S. N., & Yunita, A. (2024). Evaluasi Penerimaan Pengguna Aplikasi Prediksi Perhitungan UKT dengan Menggunakan Technology Acceptance Model (TAM). Journal of Information Systems and Technology, 1(1), 7–13.
[23] Setiawan, B., Khairani, M., Fadil, T., & Abdullah, T. M. K. (2022). Investigasi behavioral intention pada sistem pembayaran QRIS di merchant UMKM. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 9(4), 3467–3480. DOI: https://doi.org/10.35957/jatisi.v9i4.3364
[24] Tanaem, P. F., Wijaya, A. F., Manuputty, A. D., & Huwae, G. N. (2020). Penerapan RESTFul Web Service Pada Disain Arsitektur Sistem Informasi Pada Perguruan Tinggi (Studi Kasus: STARS UKSW). JASIEK (Jurnal Aplikasi Sains, Informasi, Elektronika Dan Komputer), 2(1), 11–20. [Online]. Available: https://encr.pw/FYkEx