THE EFFECT OF FINANCIAL LITERACY, SUBJECTIVE NORMS, AND PERCEIVED BEHAVIORAL CONTROL ON THE USE OF GOPAY DIGITAL WALLET WITH INTENTION AS A MEDIATION VARIABLE
Abstract
This study examines digital payment usage behavior by analyzing the effects of financial literacy, subjective norms, and perceived behavioral control on the intention to use the GoPay digital wallet, as well as the impact of intention on actual usage behavior. Grounded in the Theory of Planned Behavior (TPB), this research adopts a quantitative approach. Data were collected through an online questionnaire distributed via Google Forms to 100 university students and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4 software. The findings indicate that financial literacy, subjective norms, and perceived behavioral control significantly influence the intention to use GoPay. In turn, intention has a significant effect on actual usage behavior. Furthermore, intention mediates the relationship between the three antecedent variables and actual usage behavior. These results confirm the applicability of TPB in explaining digital financial behavior, particularly in the context of digital wallet adoption among Generation Z university students, and provide insights for enhancing user engagement strategies in digital financial services.
Keywords: Digital Payment Usage Behavior; Financial Literacy; Subjective Norms; Perceived Behavioral Control; Intention; Theory of Planned Behaviour
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References
Ardiansyah, D., & Muhammad, S. (2025). Pengaruh Finansial Teknologi , Literasi Keuangan dan Gaya Hidup Hedonis terhadap Perilaku Keuangan Mahasiswa, 4(3), 357–368.
Ariffin, S. K., Abd Rahman, M. F. R., Muhammad, A. M., & Zhang, Q. (2021). Understanding the consumer’s intention to use the e-wallet services. Spanish Journal of Marketing - ESIC, 25(3), 446–461. https://doi.org/10.1108/SJME- 07-2021-0138
Aristianti, F., & Phase, M. I. (2024). Benefits and Risks of Community Use E- Wallet as an Alternative Transaction. Research of Scientia Naturalis, 1(December 2024), 232–241. Retrieved from https://www.journal.ypidathu.or.id/index.php/scientia/article/view/1476%0A
Aryanti, M., Kartini, T., & Indrawan, A. (2024). Pengaruh Literasi Keuangan Dan Financial Teknologi Terhadap Perilaku Keuangan, 3(2), 201–212.
Azisyah, N., Pontoh, G. T., & Nirwana. (2024). Pengaruh Persepsi Kegunaan , Kemudahan , dan Keamanan Terhadap.
Bahtiar, D. H. (2021). Pengaruh Attitude Towards Using, Subjective Norm, dan Perceived Behavioral Control Terhadap Minat Penggunaan Dompet Digital, 6.
Beno, J., Silen, A. ., & Yanti, M. (2022). Pengaruh Norma Subjektif dan Persepsi Manfaat Terhadap Intensitas Menggunakan Fintech Payment dengan Sikap Pengguna Sebagai Variabel Intervening (Studi Kasus: Mahasiswa Fakultas Ekonomi dan Bisnis Islam UIN Sumatera Utara). Braz Dent J., 33(1), 1–12.
Berlianawati, I., Nurabiah, & Ridhawati, R. (2024). Exploring The Mind of Gen Z: Deciphering E-wallet Adoption Through The Lens of TPB Theory. Jurnal Ilmiah Akuntansi Dan Bisnis, 19(1). https://doi.org/10.24843/JIAB.2024.v19.i01.p09
Bosnjak, M., Ajzen, I., & Schmidt, P. (2020). The theory of planned behavior: Selected recent advances and applications. Europe’s Journal of Psychology, 16(3), 352–356. https://doi.org/10.5964/ejop.v16i3.3107
Chanafaro, M. K., & Sari, L. P. (2024). digital : Peran niat sebagai mediasi literasi keuangan Pembayaran Digital, 14(1), 133–148. https://doi.org/10.14414/jbb.v14i1.4993
Damayanti, K. K., & Julianto, I. P. (2024). Pengaruh Persepsi Manfaat, Kemudahan Penggunaan dan Kepercayaan terhadap Minat Penggunaan pada Aplikasi OVO. Jurnal Impresi Indonesia, 1(6), 694–700.
Dharmawan, B., Yanto, M., & Vidyasari, R. (2021). Pengaruh Sikap, Norma Subjektif, Dan Persepsi Risiko Terhadap Minat Bertransaksi Menggunakan Aplikasi Fintech. Account, 8(1), 1437–1445. https://doi.org/10.32722/acc.v8i1.3876
Eanes, F. R., & Zhou, X. (2020). The Role of Attitudes, Social Norms, and Perceived Behavioral Control as Factors Influencing Urban and Suburban Residential Adoption of Stormwater Best Management Practices. Environmental Management, 65(6), 737–747. https://doi.org/10.1007/s00267-020-01286-5
Fajri, A. R. (n.d.). Pelindungan Data Pribadi Nasabah di Era Open Banking (Studi Komparasi di Indonesia dan Inggris), 105–112.
https://doi.org/10.20961/jolsic.v12i2.874
Farisyi, M. Z. Al. (2024). Pengaruh Fintech E-Wallet dan Literasi Keuangan Terhadap Perilaku Konsumtif Mahasiswa. Αγαη, 15(1), 37–48.
Fatah, K. (2023). Pengaruh Literasi Keuangan, Norma Subjektif, Dan Persepsi Kontrol Perilaku Terhadap Penggunaan E-Wallet Pasca Covid 19. Prosiding Konferensi Ilmiah Akuntansi. Retrieved from https://jurnal.umj.ac.id/index.php/KIA/article/view/19471%0Ahttps://jurnal.umj.ac.id/index.php/KIA/article/download/19471/9494
Fatmawati, S., & Suwardi, E. (2024). Paylater as The Millennial Payment : Theory Planned Behavior, 26(2), 91–102.
George, A., & Sunny, P. (2023). Why do people continue using mobile wallets? An empirical analysis amid COVID-19 pandemic. Journal of Financial Services Marketing, 28(4), 807–821. https://doi.org/10.1057/s41264-022-00174-9
Ghoynaqi, R. I. M., & Saibil, D. I. (2022). Generation Z’s Interest in Digital Wallet Payments in Islamic Mobile Banking During a Pandemic. AL-ARBAH: Journal of Islamic Finance and Banking, 4(2), 189–202. https://doi.org/10.21580/al-arbah.2022.4.2.15147
Ghozali. (2021). Aplikasi Analisis Multivariate dengan Program IBM SPSS 19. Cmr. Badan Penerbit Universitas Diponegoro.
Retrieved from https://www.scribd.com/document/785893656/Ghozali-2021
Gojek. (2024). Ketentuan Penggunaan Aplikasi Gojek. Retrieved from https://www.gojek.com/id-id/terms-and-condition/gojek
Hanggoro, B., Mareta, S., & Santoso, N. (2025). Analisis Dampak Adopsi Teknologi Finansial E-Wallet terhadap Literasi Keuangan Digital (Studi Kasus pada Masyarakat Kota Depok), 6(3), 1337–1346.
Haqi, M. F., & Astuti, B. (2024). Analisis Faktor-Faktor yang Berpengaruh terhadap Behavioural Intention to Use E-Wallet Bagi Generasi Z Indonesia. Jurnal Informatika Ekonomi Bisnis, 6, 118–132. https://doi.org/10.37034/infeb.v6i1.805
Hasmidyani, D., Amrina, D. E., Budiman, M. A., Putriya, F., & Nuraidah, F. A. (2023). Target and Learning Needs Analysis: The First Step in Developing an IBMEE-Based Entrepreneurship Module. International Journal of Multicultural and Multireligious Understanding, 10(12), 69.
https://doi.org/10.18415/ijmmu.v10i12.5195
Hermawan, M. D. A., & Septiani, D. (2024). Literasi Keuangan Dan Dampaknya Terhadap Perilaku Keuangan Masyarakat Kota Medan. EKONOMIKAWAN: Jurnal Ilmu Ekonomi Dan Studi Pembangunan, 17(1), 56–61.
https://doi.org/10.30596/ekonomikawan.v17i1.1180
Hopalı, E., Vayvay, Ö., Kalender, Z. T., Turhan, D., & Aysuna, C. (2022). How Do Mobile Wallets Improve Sustainability in Payment Services? A Comprehensive Literature Review. Sustainability (Switzerland), 14(24), 1–30.
https://doi.org/10.3390/su142416541
Indriani, W., & Asih, S. P. (2024). … Persepsi Kemudahan, Persepsi Risiko, Keamanan, Dan Fitur Layanan Terhadap Minat Penggunaan Dompet Digital Pada Aplikasi Dana …. Dinamika Kreatif Manajemen Strategis, 13(7), 1443– 1453. Retrieved from https://journalpedia.com/1/index.php/dkms/article/view/1775%0Ahttps://jour nalpedia.com/1/index.php/dkms/article/download/1775/1809
Kembau, A. S., Agung, H., & Benedict, R. (2022). Employee Advocacy Program Sebagai Social Media Marketing: Bagaimana Start-Up Company Mengunakan Pegawainya Sebagai Content Creator: Employee Advocacy Program Sebagai Social Media Marketing: Bagaimana Start-Up Company Mengunakan Pegawainya Sebagai Content Creator. Manajemen Administrasi Bisnis Dan Pemasaran, 4(2 AGUSTUS), 86-100.
Khalida, F., Budiarti, L., Arninda, A., & Madepo, M. (2024). Impact of Digital Financial Literacy, Perceived Ease of Use, Perceived Usefulness, Perceived Security and Social Influence on Intention to Use E-Wallet for Students in Pontianak City. https://doi.org/10.4108/eai.2-8-2023.2341489
Lisdayanti, D., Trihantana, R., & Kusumaningrum, R. (2023). Pengaruh Literasi Keuangan, Electronic Money, Gaya Hidup, Dan Kontrol Diri Terhadap Perilaku Konsumtif Mahasiswa Pada Masa Pandemi Covid-19. Sahid Banking Journal, 3(01), 168–187.
https://doi.org/10.56406/sahidbankingjournal.v3i01.126
Lisnayanti, N. W. S., & Sukma, P. (2025). Dampak Penggunaan E-Wallet Terhadap Efisiensi Pengelolaan Keuangan Dengan Dimoderasi Oleh Digital Native Pada Gen Z. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana, 14(03), 317. https://doi.org/10.24843/eeb.2025.v14.i03.p03
Maharani, N. & Meiranto. W. (2024). Analisis Faktor-Faktor yang Memengaruhi Niat Perilaku Penggunaan Terhadap Perilaku Pengguna Dengan Menggunakan Model Unified Theory of Acceptance and Use of Technology (UTAUT 3) pada Mahasiswa di Kota Semarang, 13(2024), 1–23.
Marco, M., Arifin, A. Z., & Jakarta, U. T. (2024). Perceived Benefits and Perceived Behavioral Control Toward Fintech Adoption Intention In Banking Products, 5(2), 229–246.
Margaretha. (2024). Pengaruh Literasi Digital dan Keuangan terhadap MinatPenggunaan E-wallet (DANA) dengan Persepsi Risiko sebagai Variabel Mediasi.
Muhammed, Y., Dantsoho, M., & Abubakar, A. (2021). The role of perceived social support in the theory of planned behavior in predicting entrepreneurial intention: Evidence from a Nigerian university. Journal of Global Business Insights, 6(2), 141–153. https://doi.org/10.5038/2640-6489.6.2.1162
Muliana, F. M., & Mansyur, A. (2022). JIMEA | Jurnal Ilmiah MEA ( Manajeme, Ekonomi , dan Akuntansi ). Jurnal Ilmiah MEA (Manajemen, Ekonomi, Dan Akuntansi), 6(1), 595.
Nadiyya, A. W., Suharso, P., & Hartanto, W. (2022). Analisis Faktor-Faktor Yang Mempengaruhi Niat Perilaku Untuk Menggunakan Dompet Digital (Studi Kasus Pengguna Shopeepay Di Wilayah Eks Karesidenan Besuki). Jurnal Ekonomi Dan Pendidikan, 19(1), 39–49. https://doi.org/10.21831/jep.v19i1.51659
Nugraha, J. P., Irawan, B., Suryawan, R. F., Damanik, D., & Wahyani, W. (2023). Metodologi Penelitian Untuk Bisnis & Manajamen (Issue March). PT Global Eksekutif Teknologi.
Nurhaliza, S. (2022). GoPay jadi uang elektronik yang paling sering digunakan. OJK. (2024). Uang Cepat Habis? Ini Dia Proporsi Pengeluaran Bulanan Gen Z.
Retrieved from https://goodstats.id/article/uang-cepat-habis-ini-dia-proporsi-
pengeluaran-bulanan-gen-z-zbvEH?utm_source=chatgpt.com
Palanisamy, M., Paul Vincent, M. T., & Hossain, M. B. (2025). Financial Literacy and Behavioral Intention to Use Central Banks’ Digital Currency: Moderating Role of Trust. Journal of Risk and Financial Management, 18(3). https://doi.org/10.3390/jrfm18030165
Paramita, E. D., & Cahyadi, E. R. (2024). The Determinants of Behavioral Intention and Use Behavior of QRIS as Digital Payment Method Using Extended UTAUT Model. Indonesian Journal of Business and Entrepreneurship, 10(1), 132–145. https://doi.org/10.17358/ijbe.10.1.132
Pramithasari, C., & Wibowo, P. A. (2025). Pengaruh Literasi Keuangan terhadap Pengelolaan Keuangan melalui Locus of Control dan Self-Efficacy ( The Influence of Financial Literacy on Financial Management through Locus of Control and Self-Efficacy ), 6(1), 231–249.
Prihastomo, T. (2024). 4 Tips Mengelola Keuangan yang Cocok dengan Karakteristik Gen Z.
Pujiantoro, A. S. G. (2023). Integrasi Technology Acceptance Model dan Theory of Planned Behavior, 2023.
Putra, I. G. W. S. C. (2021). Pengaruh Product Usability Dan Cashback Promotion Terhadap Brand Loyalty Layanan Digital Wallet Di Indonesia. Bisma: Jurnal Manajemen, 7(1), 11. https://doi.org/10.23887/bjm.v7i1.28413
Putri, F., Marandika, M., Azizah, R., Purnamasari, H., & Asnaini. (2024). Pengaruh Literasi Keuangan Dan Literasi Digital Terhadap Penggunaan Mobile Banking Pada Mahasiswa Program, 4(2), 1–19.
Rahadi, D. R. (2023). Pengantar Partial Least Squares Structural Equation Modeling (PLS-SEM). Lentera Ilmu Madani. Retrieved from https://Www.Researchgate.Net/Publication/372827232_Pengantar_Part Ial_Least_Squares_Structural_Equation_Model PLS- SEM_2023
Ramadhani, R. M., Imsar, I., & Tambunan, K. (2023). Pengaruh Sikap, Norma Subjektif dan Persepsi Kontrol Perilaku terhadap Intensi Mahasiswa FEBI UINSU Menggunakan Linkaja Syariah. AL-Muqayyad, 6(1), 17–28.
https://doi.org/10.46963/jam.v6i1.978
Ramayanti, R., Rachmawati, N. A., Azhar, Z., & Nik Azman, N. H. (2024). Exploring intention and actual use in digital payments: A systematic review and roadmap for future research. Computers in Human Behavior Reports, 13(November 2023), 100348. https://doi.org/10.1016/j.chbr.2023.100348
Respati, A. R. (2022). Survei InsightAsia: 71 Persen Masyarakat Gunakan Dompet Digital, GoPay di Posisi Pertama.
Rosli, M. S., Saleh, N. S., Md. Ali, A., & Abu Bakar, S. (2023). Factors Determining the Acceptance of E-Wallet among Gen Z from the Lens of the Extended Technology Acceptance Model. Sustainability (Switzerland), 15(7), 1–23. https://doi.org/10.3390/su15075752
Safira, M. E., & Susanti, S. (2020). Pengaruh Literasi Keuangan, Promosi Uang Elektronik, dan Kemudahan Penggunaan terhadap Keputusan Penggunaan Uang Elektronik. JPEKA: Jurnal Pendidikan Ekonomi, Manajemen Dan Keuangan, 4(2), 97–112. https://doi.org/10.26740/jpeka.v4n2.p97-112
Sari, K. H. Y., & Devi, S. (2023). Pengaruh Literasi Keuangan, Persepsi Kredibilitas Dan Persepsi Manfaat Terhadap Minat Penggunaan E-Money GoPay Pada Masa Pandemi Covid-19. Jurnal Ilmiah Akuntansi Dan Humanika, 13(1), 44–54. https://doi.org/10.23887/jiah.v13i1.45632
Setiawan, R., Eliyana, A., Suryani, T., Gabriel Aristo, E., & Anwar, A. (2022). A Study Of Behavioral Intention: The Practices For Mobile Payment Technology Users In Indonesia. Webology, 19(2), 2364–2381. Retrieved from http://www.webology.org
Shetu, S. N., Islam, M. M., & Promi, S. I. (2022). An Empirical Investigation of the Continued Usage Intention of Digital Wallets: The Moderating Role of Perceived Technological Innovativeness. Future Business Journal, 8(1), 1–17. https://doi.org/10.1186/s43093-022-00158-0
Simarmata, R. E., Saerang, I. S., & Rumokoy, L. J. (2024). Pengaruh Literasi
Keuangan, Digital Payment, dan Self Control Perilaku Konsumtif Mahasiswa di FEB Univ Sam Ratulangi. Jurnal EMBA, 12(1), 462–475.
Sinuraya, Y. R. (2022). Pengaruh Kemampuan Pengguna, Inovasi Pribadi, Norma Subjektif, Persepsi Kemudahan Penggunaan dan Persepsi Manfaat Terhadap Minat Adopsi Mobile Payment. Penambahan Natrium Benzoat Dan Kalium Sorbat (Antiinversi) Dan Kecepatan Pengadukan Sebagai Upaya Penghambatan Reaksi Inversi Pada Nira Tebu, 1–31.
Statista. (2025). Value of mobile wallet transactions in Indonesia in 2020, with a forecast for 2025. Retrieved from https://www.statista.com/statistics/1327356/indonesia-mobile-wallet- transaction-value/
Sugiyono. (2024). Metode Penelitian Pendidikan Pendekatan Kuantitatif, Kualitatif, dan R&D. Alfabeta.
Sujarweni. (2020). Metode Penelitian. Pustaka Baru Press. Retrieved from https://www.scribd.com/document/763735999/Buku-Sujarweni-2020
Sukma, I., Barus, L., Lasniroha, T., & Bayunitri, B. I. (2024). Navigating the Digital Financial Landscape: The Role of Financial Literacy and Digital Payment Behaviorin Shaping Financial Management Among Generation Z Student. Journal of Logistics, Informatics and Service Science, 11(7), 302–323. https://doi.org/10.33168/jliss.2024.0716
Susanto, I., & Djajanti, A. (2022). Pengaruh Norma Subjektif, Pengetahuan Laporan Keuangan, dan Literasi Finansial Terhadap Minar Investasi pada Mahasiswa. Jurnal Riset Perbankan, Manajemen, Dan Akuntansi, 5(2), 123. Retrieved from http://www.jrpma.sps- perbanas.ac.id/index.php/jrpma/article/view/101
Syafiqah, A. D., & Diana, D. (2024). The Influence of Factors on Students’ Financial Management: SEM Approach. Airlangga Journal of Innovation Management, 5(2), 231–246. https://doi.org/10.20473/ajim.v5i2.57746
Tanpoco, M., Katalbas, R. E. I., Roxas, R. R. P., An, J., & Orlina, J. Z. (2022). The Moderating Role of Financial Literacy on the Effects of Subjective Norms, Product Involvement, and Perceived Behavioral Control on Invest-ment Intention of Young Investors from a Mobile Wallet App in the Philippines. International Journal of Multidisciplinary: Applied Business and Education Research, 3(8), 1477–1490. https://doi.org/10.11594/ijmaber.03.08.10
Tantry, N. S., Dethan, M. A., & Tungga, C. A. (2021). Analisis Tingkat Literasi Keuangan Pada Mahasiswa (Studi Pada Mahasiswa Program Studi Akuntansi Undana). Jurnal Akuntansi : Transparansi Dan Akuntabilitas, 9(2), 194–203. https://doi.org/10.35508/jak.v9i2.5458
Taqiyuddin, H. F., & Abdurrahman, A. (2022). Analisis Faktor-Faktor yang Mempengaruhi Niat Menggunakan E-Wallet ShopeePay: Studi Generasi Z di Indonesia. Jurnal Mahasiswa Bisnis & Manajemen, 01(05), 203–218.
Tarigan, A., & Lumika, C. K. (2024). Pengaruh Content terhadap Minat Beli dan Loyalitas Sebagai Mediasi pada Shopee, (October). https://doi.org/10.33087/jmas.v9i2.1921
Umar, S. O., & Dalimunthe, Z. (2024). Financial Literacy and Digital Literacy To Awareness of Investment Scams Among Indonesian College Students. Eduvest - Journal of Universal Studies, 4(8), 7215–7227. https://doi.org/10.59188/eduvest.v4i8.1297
Usman, B., Rianto, H., & Aujirapongpan, S. (2025). Digital payment adoption: A revisit on the theory of planned behavior among the young generation. International Journal of Information Management Data Insights, 5(1), 100319. https://doi.org/10.1016/j.jjimei.2025.100319
Utami, N. T. (2020). Analisis Behavioral Intention Dan Use Behavior Digital Wallet Pada Mahasiswa S1 Universitas Negeri Semarang. Tesis, 1–89.
Viana, E. D., Febrianti, F., & Dewi, F. R. (2022). Literasi Keuangan, Inklusi Keuangan dan Minat Investasi Generasi Z di Jabodetabek. Jurnal Manajemen Dan Organisasi, 12(3), 252–264. https://doi.org/10.29244/jmo.v12i3.34207
Wardhana, A., Sunara, T., Kembau, A., & Kumaat, A. (2024). Analisis Pengaruh E-Service Quality Terhadap Customer Behaviour dengan Mediasi Customer Satisfaction dan Customer Trust, (September 2023).
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