Analysis of Digital Bank Usage Among Engineering Students: Case Study at Diponegoro University
DOI:
https://doi.org/10.54045/mutanaqishah.v5i2.2945Keywords:
Digital bank; usage; studentsAbstract
Purpose– This study aims to analyze the level of digital banking usage among students of the Faculty of Engineering at Diponegoro University and to identify the key factors influencing their adoption.
Methodology— This study employs a quantitative approach, utilizing a binary logistic regression analysis method to analyze data collected through questionnaires from 15 respondents.
Findings – The results of the analysis indicate that the overall regression model is not significant in predicting the use of digital banks, with a significance value of 0.922 and a Nagelkerke R-squared value of 0.213. However, the model is considered quite appropriate to the actual data based on the Hosmer and Lemeshow goodness-of-fit test. Of the seven predictor variables tested, only two variables have a significant effect, namely monthly pocket money, which shows a negative impact, and ICT literacy, which shows a positive effect on the use of digital banks.
Implications – This finding confirms the importance of economic factors and digital literacy in encouraging the adoption of financial technology among engineering students. It supports the relevance of the Technology Acceptance Model framework in understanding the behavior of adopting digital banking services.
Originality—This disciplinary focus offers novel contributions by revealing how engineering education influences the relative impact of financial capability, digital competence, and enabling conditions on the adoption of digital banking.
References
Al-Qudah, A. A., Al-Okaily, M., Shiyyab, F. S., Taha, A. A. D., Almajali, D. A., Masa’deh, R., & Warrad, L. H. (2024). Determinants of digital payment adoption among Generation Z: An empirical study. Journal of Risk and Financial Management, 17(11), 521. https://doi.org/10.3390/jrfm17110521
Ariwangsa, I. G. N. O., & Jayanatha, G. B. S. (2023). The Influence of Financial Literacy and The Use of Digital Wallets On Consumer Behavior Among Students. Jurnal Wawasan Manajemen, 11(3), 229–239. https://doi.org/10.20527/jwm.v11i3.254
Arinta, Y. N. & Widyastuti, E. (2022). Accelerating Digital Banking Transformation Through User Acceptance: A Study on The Millennial Culture. MAKSIMUM (Jurnal Ilmiah Manajemen).14(1),74-87. https://jurnal.unimus.ac.id/index.php/MAX/article/view/13744
Bank Indonesia. (2023). Digital banking statistics 2022. https://www.bi.go.id/id/statistik
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
Desfayani, A. (2021). The Effect of Perceived Ease of Use, Trust, And Risk on Interest In Using Mobile Banking. Jurnal Ilmiah Manajemen, 11(2), 189–198. https://doi.org/10.32502/jimn.v11i2.3450
Demirgüç-Kunt, A., Klapper, L., Singer, D., & Ansar, S. The Global Findex Database 2021: Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19. World Bank: Washington, DC.
Faizuddin, F. N., & Kamil, K. H. (2025). Factors Influencing the Adoption Of Digital Banking Among University Students In Urban Areas: A Comparative Analysis Using Analytical Hierarchy Process (AHP). Issues and Perspectives in Business and Social Sciences, 5(2), 151–162. https://doi.org/10.33093/ipbss.2025.5.2.5
Febriana, T. (2014). Study of the Application of Information Technology Innovation Using The Technology Watch And Competitive Intelligence (TW-CI) Method. ComTech: Computer, Mathematics and Engineering Applications, 5(1), 350-360. https://pdfs.semanticscholar.org/7719/ae158d9447e74fa67f2dee5eb649db2196f3.pdf
Financial Services Authority. (2016). Task Force Digital Banking. https://www.ojk.go.id/
Handrijaningsih, L., Permanasari, A., & Nurrahman, I. (2024). Factors That Influence Financial Behavior. Scientific Journal of Business Economics, 29(1), 61–72. https://doi.org/10.35760/eb.2024.v29i1.9106
Hutagalung, D., Sipayung, F. M., & Sinaga, J. S. (2022). The Role of Digital Banking In Economic Recovery During The COVID-19 Pandemic. Journal of Economics and Sustainable Development, 13(14), 75–84. https://doi.org/10.7176/JESD/13-14-09
Kurniawan, A. I., Gemiartha, C. M., Sudarsono, J. E., Wijaya, J., Yusuf, K. A., & Linawati, N. (2024). Factors Influencing the Adoption of Digital Banking among Generation Z in Surabaya. Journal Of Accounting and Finance Management, 6(2), 641-651. https://doi.org/10.38035/jafm.v6i2.1915
Marlina, A., & Bimo, W. A. (2018). Bank Digitalization: Enhancing Bank Customer Service and Satisfaction. Jurnal Ilmiah Inovator, 7(1), 14-34. https://core.ac.uk/download/pdf/230805551.pdf
McKinsey & Company. (2023). How Gen Z Is Shaping Digital Financial Services in Southeast Asia. https://www.mckinsey.com
Nugroho, A., & Pramudita, D. (2023). Factors influencing Generation Z’s adoption of digital financial services. Journal of Financial Technology, 12(3), 215–230.
Purwanto, A. (2023). Digital Banking Adoption in Indonesia: Opportunities and Challenges. Journal of Economics, Business, and Management, 11(2), 87–93. https://doi.org/10.18178/joebm.2023.11.2.732
Putri, A. V., Kirana, N. J. S., & Azwari, P. C. (2023). Effectiveness of knowledge, lifestyle, and ease of use of mobile banking on consumer behavior of students at UIN Raden Fatah Palembang. ADL ISLAMIC ECONOMIC: Journal of Islamic Economic Studies, 4(1), 19–32. https://doi.org/10.56644/adl.v4i1.54
Qulub, A. F., & Putri, R. N. A. (2024). Antecedents Of Muslim Students’ Decisions to Use Islamic Digital Banks. Journal of Economic and Business Research, 9(1), 60–74. https://doi.org/10.33633/jpeb.v9i1.9838
Rahmawati, L., & Murtanto, M. (2023). Effect Of Perceived Usefulness and Ease of Use on QRIS Adoption Intention Among Students. Jurnal Ekonomi dan Bisnis, 26(1), 85–98. https://doi.org/10.14414/jeb.v26i1.3055
Rahi, S., Ghani, M. A., & Ngah, A. H. (2019). Integration of Unified Theory of Acceptance and Use of Technology In Internet Banking Adoption Setting: Evidence From Pakistan. Technology in society, 58, 101120. https://doi.org/10.1016/j.techsoc.2019.03.003
Rizkyla, Z., Meuthia, R. F., & Rosita, I. (2022). The Influence of Perceived Ease of Use, Perceived Usefulness, and Trust as Intervening Variables on Interest in Using Digital Banks Among Millennials & Gen Z. Journal Riset Akuntansi Politika 7(1). https://doi.org/10.34128/jra.v7i1.272
Rozaki, D., Sarjono, J., Raharjo, S. T., & Perdhana, M. S. (2023). The Impact of Digital Banking on Millennials’ Financial Decision Making. Research Horizon, 5(1) 65-78. https://lifescifi.com/journal/index.php/RH/article/view/449
Saputra, R. (2022). Factors Influencing Mobile Banking Adoption by Gen Z. Jurnal Ekonomi, Manajemen, Akuntansi dan Keuangan. 5(4), 1-5. https://doi.org/10.53697/emak.v5i4.2215
Supriyadi, F. T., & Darwanto, D. (2024). Investigating Drivers of Digital Banking Adoption of Gen Z In Indonesia. Jurnal Ekonomi Bisnis dan Kewirausahaan (JEBIK), 12(2), 257-275. https://jurnal.untan.ac.id/index.php/JJ/article/view/67212
Susilowati, I., Petra, Y., Insani, T. V., Hermawan, T., Azzahra, Y. M., & Sinulingga, P. T. T. (2025). Determinants Of Digital Banking Adoption Among Students of The Faculty of Social and Political Sciences At Diponegoro University: A Logistic Regression Approach. Curve Elasticity: Jurnal Pendidikan Ekonomi, 6(2), 79-83. https://doi.org/10.57094/jpe.v6i2.3028
Tarawneh, M. A. A., Nguyen, T. P. L., Yong, D. G. F., & Dorasamy, M. (2023). Determinants of M-Banking Usage Among Millennials. MDPI Sustainability, 15(10), 8216. https://doi.org/10.3390/su15108216
Thomas, G. N., Nur, S. M. R., & Indriaty, L. (2024). The Impact of Financial Literacy, Social Capital, and Financial Technology on Financial Inclusion among Indonesian Students. arXiv. https://arxiv.org/abs/2405.06570
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
Yuniawati, W., Syarif, D., & Sajekti, T. (2024). Influence of Financial Knowledge, Attitude, Locus of Control, And Lifestyle on Student Financial Behavior. JEMSI (Journal of Economics, Management and Accounting), 10(2), 1098–1108. https://doi.org/10.35870/jemsi.v10i2.2270
Zaverbnyi, A., & Sokulskyi, O. (2021). Digital Banking Trends During COVID-19: A Global Perspective. Financial Studies, 25(4), 72–88. https://doi.org/10.55643/fms.v25i4.2021
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