Published: 2026-08-14
The Influence of Financial Literacy and Digital Wallet Usage on Financial Behavior Among Students: An Empirical Study of Students in South Jakarta
DOI: 10.35870/ijmsit.v6i2.8186
Revaldo, Mukti Soma
- Revaldo: Universitas Teknologi Muhammadiyah Jakarta
- Mukti Soma: Universitas Telkom Bandung
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Abstract
This study evaluates the influence of financial literacy and the use of e-wallets on the financial behavior of students in South Jakarta, focusing on both individual effects and the interaction between these factors. A quantitative approach was employed within an explanatory-causal framework, with primary data collected through a 1-4 Likert scale questionnaire distributed to 400 students residing or studying in the area, selected via purposive sampling. The analysis included instrument quality assessment, descriptive statistics, classical assumption testing, multiple linear regression, as well as t-tests and F-tests. Findings indicate that financial literacy does not exert a significant influence on students' financial behavior, with a significance value of 0.178, exceeding the 0.05 threshold. In contrast, e-wallet usage demonstrates a notable positive impact, evidenced by a significance value of 0.000, which is below 0.05, along with a positive regression coefficient. When assessed together, both factors significantly affect financial behavior, as shown by an F value of 902.144 and a significance level of 0.000. The Adjusted R Square value of 0.819 suggests that 81.9% of the variance in students' financial behavior can be attributed to financial literacy and e-wallet usage, while the remaining 18.1% is influenced by other variables not examined in this study. These results emphasize the greater role of e-wallet usage in shaping financial practices among students compared to financial literacy. Therefore, it is recommended that digital financial literacy initiatives be enhanced, focusing on the development of record-keeping skills, expenditure management, and responsible use of digital transaction tools.
Keywords
Financial Literacy; E-wallet Usage; Financial Behavior; Students; South Jakarta
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Article Information
This article has been peer-reviewed and published in the International Journal of Management Science and Information Technology. The content is available under the terms of the Creative Commons Attribution 4.0 International License.
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Issue: Vol. 6 No. 2 (2026)
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Section: Articles
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Published: 2026-08-14
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License: CC BY 4.0
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Copyright: © 2026 Authors
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DOI: 10.35870/ijmsit.v6i2.8186
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Revaldo, Universitas Teknologi Muhammadiyah Jakarta
Management Study Program, Faculty of Social Economics and Humanities, Universitas Teknologi Muhammadiya Jakarta, South Jakarta City, Special Capital Region of Jakarta, Indonesia
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Ahn, S. Y., & Nam, Y. (2022). Does mobile payment use lead to overspending? The moderating role of financial knowledge. Computers in Human Behavior, 134, 107319. https://doi.org/10.1016/j.chb.2022.107319
-
Aji, H. M., Berakon, I., & Husin, M. M. (2020). COVID-19 and e-wallet usage intention: A multigroup analysis between Indonesia and Malaysia. Cogent Business & Management, 7(1), 1804181. https://doi.org/10.1080/23311975.2020.1804181
-
Allgood, S., & Walstad, W. B. (2016). The effects of perceived and actual financial literacy on financial behaviors. Economic Inquiry, 54(1), 675–697. https://doi.org/10.1111/ecin.12255
-
Azaria, C., Susilaningsih, & Sudarno. (2024). An integrated perspective: The impact of digital financial knowledge and self-esteem on financial behavior in the lives of college students. Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran, dan Pembelajaran, 10(1), 48–55. https://doi.org/10.33394/jk.v10i1.10602
-
-
Bank Indonesia. (2025). Laporan kebijakan moneter triwulan III 2025. Bank Indonesia. https://www.bi.go.id
-
Chawla, D., & Joshi, H. (2019). Consumer attitude and intention to adopt mobile wallet in India: An empirical study. International Journal of Bank Marketing, 37(7), 1590–1618. https://doi.org/10.1108/IJBM-09-2018-0256
-
Choung, Y., Chatterjee, S., & Pak, T.-Y. (2023). Digital financial literacy and financial well-being. Finance Research Letters, 58, 104438. https://doi.org/10.1016/j.frl.2023.104438
-
-
Daragmeh, A., Sági, J., & Zéman, Z. (2021). Continuous intention to use e-wallet in the context of the COVID-19 pandemic: Integrating the health belief model and technology continuous theory. Journal of Theoretical and Applied Electronic Commerce Research, 16(4), 891–913. https://doi.org/10.3390/jtaer16040051
-
de Luna, I. R., Liébana-Cabanillas, F., Sánchez-Fernández, J., & Muñoz-Leiva, F. (2019). Mobile payment is not all the same: The adoption of mobile payment systems depending on the technology applied. Technological Forecasting and Social Change, 146, 931–944. https://doi.org/10.1016/j.techfore.2018.09.018
-
-
Febrianty, F., Yuliansyah, Y., Hamzah, R. S., & Annisa, M. L. (2024). Gender issues in digital financial literacy and financial behavior among millennials. Jurnal Economia, 20(1), 79–94. https://doi.org/10.21831/economia.v20i1.56529
-
-
Grohmann, A. (2018). Financial literacy and financial behavior: Evidence from the emerging Asian middle class. Pacific-Basin Finance Journal, 48, 129–143. https://doi.org/10.1016/j.pacfin.2018.01.007
-
-
-
Kaiser, T., Lusardi, A., Menkhoff, L., & Urban, C. (2022). Financial education affects financial knowledge and downstream behaviors. Journal of Financial Economics, 145(2), 255–272. https://doi.org/10.1016/j.jfineco.2021.09.022
-
Lusardi, A., & Mitchell, O. S. (2014). The economic importance of financial literacy: Theory and evidence. Journal of Economic Literature, 52(1), 5–44. https://doi.org/10.1257/jel.52.1.5
-
Margasari, N., Andhini, M. M., Musaroh, M., & Bandara, R. A. S. (2024). Student financial well-being: Personal factors and financial behavior as antecedents of financial well-being. Jurnal Economia, 20(2), 313–327. https://doi.org/10.21831/economia.v20i2.58070
-
-
-
Oliveira, T., Thomas, M., Baptista, G., & Campos, F. (2016). Mobile payment: Understanding the determinants of customer adoption and intention to recommend the technology. Computers in Human Behavior, 61, 404–414. https://doi.org/10.1016/j.chb.2016.03.030
-
-
-
Patil, P., Tamilmani, K., Rana, N. P., & Raghavan, V. (2020). Understanding consumer adoption of mobile payment in India: Extending Meta-UTAUT model with personal innovativeness, anxiety, trust, and grievance redressal. International Journal of Information Management, 54, 102144. https://doi.org/10.1016/j.ijinfomgt.2020.102144
-
Rahayu, R., Ali, S., Aulia, A., & Hidayah, R. (2022). The current digital financial literacy and financial behavior in Indonesian millennial generation. Journal of Accounting and Investment, 23(1), 78–94. https://doi.org/10.18196/jai.v23i1.13205
-
-
Strömbäck, C., Lind, T., Skagerlund, K., Västfjäll, D., & Tinghög, G. (2017). Does self-control predict financial behavior and financial well-being? Journal of Behavioral and Experimental Finance, 14, 30–38. https://doi.org/10.1016/j.jbef.2017.04.002
-
-

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