Pengaruh Tingkat Pengetahuan, Keamanan, dan Kemudahan Terhadap Pemanfaatan Layanan BSI Dalam Pembayaran UKT Mahasiswa FEBI di UIN STS Jambi
Abstract
This study aims to analyze the influence of knowledge level, security, and ease of use on the utilization of Bank Syariah Indonesia (BSI) services for the payment of *Uang Kuliah Tunggal* (UKT—single tuition fees) by students of the Faculty of Islamic Economics and Business (FEBI) at UIN Sulthan Thaha Saifuddin Jambi. The study employs a quantitative approach using a survey method. The population consists of 2,087 students, with a sample of 100 respondents determined via the Slovin formula and purposive sampling. Data were collected using a Likert-scale questionnaire and analyzed through Structural Equation Modeling–Partial Least Squares (SEM-PLS) using SmartPLS 4. The results indicate that the level of knowledge has a positive and significant influence on the utilization of BSI services, with a path coefficient of 0.358 and a t-statistic of 4.001. Security also exerts a positive and significant influence, with a path coefficient of 0.447 and a t-statistic of 2.569. Meanwhile, ease of use has a positive but non-significant influence, with a path coefficient of 0.143 and a t-statistic of 0.854. The coefficient of determination (R-square) of 0.851 indicates that these three variables account for 85.1% of the variation in the utilization of BSI services. The study concludes that enhancing student knowledge and strengthening transaction security are crucial aspects in promoting the use of BSI services for UKT payments. These findings are expected to provide insights for service providers to improve digital literacy and user trust.
References
Alalwan, A. A., Dwivedi, Y. K., & Rana, N. P. (2017). Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust. International Journal of Information Management, 37(3), 99–110. https://doi.org/10.1016/j.ijinfomgt.2017.01.002
Amalia, P., & Hastriana, A. Z. (2022). Pengaruh kemanfaatan, kemudahan, keamanan, dan fitur m-banking terhadap kepuasan nasabah dalam bertransaksi pada Bank Syariah Indonesia (Studi kasus BSI KCP Sumenep). Alkasb: Journal of Islamic Economics, 1(1), 70–89.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003. https://doi.org/10.1287/mnsc.35.8.982
Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 27(1), 51–90. https://doi.org/10.2307/30036519
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer. https://doi.org/10.1007/978-3-030-80519-7
Kholid, M. N. (2019). Determinants of intention to use Islamic mobile banking: Evidence from the millennial generation. Jurnal Ekonomi & Keuangan Islam, 5(2), 53–62. https://doi.org/10.20885/JEKI.vol5.iss2.art2
Koenig-Lewis, N., Palmer, A., & Moll, A. (2010). Predicting young consumers’ take up of mobile banking services. International Journal of Bank Marketing, 28(5), 410–432. https://doi.org/10.1108/02652321011064917
Kolodinsky, J. M., Hogarth, J. M., & Hilgert, M. A. (2004). The adoption of electronic banking technologies by US consumers. International Journal of Bank Marketing, 22(4), 238–259. https://doi.org/10.1108/02652320410542536
Kuisma, T., Laukkanen, T., & Hiltunen, M. (2007). Mapping the reasons for resistance to internet banking: A means-end approach. International Journal of Information Management, 27(2), 75–85. https://doi.org/10.1016/j.ijinfomgt.2006.08.006
Mukhtisar, M., Tarigan, I. R. R., & Evriyenni, E. (2021). Pengaruh efisiensi, keamanan dan kemudahan terhadap minat nasabah bertransaksi menggunakan mobile banking (Studi pada nasabah Bank Syariah Mandiri Ulee Kareng Banda Aceh). Jihbiz: Global Journal of Islamic Banking and Finance, 3(1), 56–72.
Riza, A. F., & Hafizi, M. R. (2020). Customers attitude toward Islamic mobile banking in Indonesia: Implementation of TAM. Asian Journal of Islamic Management, 1(2), 75–84. https://doi.org/10.20885/ajim.vol1.iss2.art1
Shaikh, A. A., & Karjaluoto, H. (2015). Mobile banking adoption: A literature review. Telematics and Informatics, 32(1), 129–142. https://doi.org/10.1016/j.tele.2014.05.003
Sudarsono, H., Kholid, M. N., Trisanty, A., & Maisaroh. (2022). The intention of Muslim customers to adopt mobile banking: The case of Islamic banks in Indonesia. Cogent Business & Management, 9(1), Article 2154102. https://doi.org/10.1080/23311975.2022.2154102
Suhartanto, D., Dean, D., Ismail, T. A. T., & Sundari, R. (2020). Mobile banking adoption in Islamic banks: Integrating TAM model and religiosity-intention model. Journal of Islamic Marketing, 11(6), 1405–1418. https://doi.org/10.1108/JIMA-05-2019-0096
Venkatesh, V., & Davis, F. D. (2000). A theoretical extension of the technology acceptance model: Four longitudinal field studies. Management Science, 46(2), 186–204. https://doi.org/10.1287/mnsc.46.2.186.11926
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478. https://doi.org/10.2307/30036540
Yousafzai, S. Y., Foxall, G. R., & Pallister, J. G. (2007). Technology acceptance: A meta-analysis of the TAM: Part 1. Journal of Modelling in Management, 2(3), 251–280. https://doi.org/10.1108/17465660710834453
















