The Influence of Perceived Ease of Use and Perceived Usefulness on the Intention to Use QRIS as a Digital Payment Solution among Generation Z in Ternate City
DOI:
https://doi.org/10.54065/jss.6.3.2026.1339Keywords:
QRIS, Generation Z, Technology Acceptance Model, Perceived Ease of Use, Perceived Usefulness, Behavioral IntentionAbstract
The urgency of this research lies in understanding the factors that influence Generation Z's intention to adopt QRIS as a digital payment solution, thereby supporting the acceleration of financial digitalization and the development of a cashless society in Ternate City. This study examines the influence of perceived ease of use and perceived usefulness on the intention to use QRIS (Quick Response Code Indonesian Standard) among Generation Z in Ternate City. The study employs a quantitative approach with an associative research design based on the Technology Acceptance Model (TAM). The research was conducted in Ternate City, Indonesia, involving Generation Z users as the research subjects. A purposive sampling technique was applied to select 50 respondents who were familiar with digital payment systems and QRIS services. Data were collected through structured questionnaires distributed directly to respondents. The collected data were analyzed using multiple linear regression analysis to determine the relationship between perceived ease of use, perceived usefulness, and behavioral intention. To ensure data quality, validity and reliability tests were conducted before hypothesis testing. The findings reveal that perceived ease of use and perceived usefulness simultaneously have a significant effect on behavioral intention to use QRIS, with a coefficient of determination (R²) of 50.4%. Partially, perceived usefulness has a statistically significant effect on behavioral intention, while perceived ease of use is not significant at the 5% significance level but becomes marginally significant at the 10% level. These results indicate that perceived usefulness plays a more dominant role in encouraging Generation Z to adopt QRIS as a digital payment method. The study suggests that stakeholders should strengthen educational and promotional strategies emphasizing the practical benefits and efficiency of QRIS to increase user adoption among young consumers.
References
Aman, I., Yuvita, Y., & Hafd, A. (2023). Efektivitas penggunaan Quick Response Code Indonesian Standard (QRIS) di Pasar Tradisional Pabaeng-Baeng Kota Makassar. ECo-Buss, 6(2), 732–741. https://doi.org/10.32877/eb.v6i2.808
Amri, A., Fitriani, F., & Amir, B. (2023). Adaptasi Digital Marketing UMKM Kopi Produk Menuju Transformasi Digital di Era Pandemi Covid-19. Journal Social Society, 3(2), 113–124. https://doi.org/10.54065/jss.3.2.2023.342
Azzahroo, R. A., & Estiningrum, S. D. (2021). Preferensi mahasiswa dalam menggunakan Quick Response Code Indonesia Standard (QRIS) sebagai teknologi pembayaran. Jurnal Manajemen Motivasi, 17(1), 10–17. https://doi.org/10.29406/jmm.v17i1.2800
Bombongan, H. C., Nurfaisah, N., & Rifqiasyah, R. (2026). Analisis Efektivitas Penerapan Metode Pembayaran Quick Response Code Indonesia Standart dalam Meningkatkan Efisiensi Transaksi dan Keamanan pada UMKM di Alun-alun Lapangan Pancasila Kota Palopo. Journal Social Society, 6(1), 529–540. https://doi.org/10.54065/jss.6.1.2026.1014
Candra, H., & Zulkarnain, N. (2024). Dampak dan strategi pedagang UMKM bertahan ketika dan pasca COVID-19. JOSSAMA: Journal of Social Science and Management, 3(1), 45–56. https://doi.org/10.56127/jossama.v3i1.987
Fadilah, N., & Andriani, N. (2025). Consumer preferences and decision-making in digital payments: A systematic review using the Technology Acceptance Model (TAM). International Journal of Digital Business and Management, 5(1), 55–69. https://doi.org/10.5678/ijdbm.v5i1.2025
Filiya, S., Prawitasari, D., & Kurniawan, R. (2025). Gen Z’s intention to use QRIS in Semarang: The moderating role of financial literacy. International Journal of Economics and Management Research, 4(2), 120–132. https://doi.org/10.55606/ijemr.v4i2.440
Firdausi, N. R., & Antonio, G. R. (2025). The impact of the Technology Acceptance Model on the use of QR code payment as a digital payment method among MSME entrepreneurs in the culinary tourism center of Surabaya. Journal of Digital Economy and Financial Technology, 6(1), 44–58. https://doi.org/10.5678/jdeft.v6i1.2025
Hutahayan, B. L., Siahay, A. Z., & Muslimin, U. R. (2024). Pengaruh persepsi kemudahan penggunaan, persepsi manfaat, dan risiko terhadap minat penggunaan e-payment QRIS. Jurnal Akuntansi dan Keuangan Daerah, 19(1), 44–57. https://doi.org/10.52062/jakd.v19i1.3245
Laloan, W., Wenas, R., & Loindong, S. (2023). Pengaruh kemudahan penggunaan, persepsi manfaat, dan risiko terhadap minat pengguna e-payment QRIS pada mahasiswa Fakultas Ekonomi dan Bisnis Universitas Sam Ratulangi Manado. Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi, 11(2), 375–386. https://doi.org/10.35794/emba.v11i02.48312
Lubis, P., Roihan, M., & Fakhrudin, F. (2024). Analisis pengaruh persepsi kemudahan dan persepsi manfaat terhadap kepuasan pengguna QRIS sebagai layanan digital pada mahasiswa pengguna QRIS di Universitas Jambi. Bertuah: Journal of Shariah and Islamic Economics, 5(1), 112–117. https://doi.org/10.56633/bjse.v5i1.921
Nur, A., Ikwanto, P., & Indriani, F. (2024). The impact of perceived usefulness, perceived ease of use, and digital literacy on QRIS adoption among MSMEs. International Journal of Financial Technology Research, 3(2), 88–101. https://doi.org/10.5678/ijftr.v3i2.2024
Pangestika, Z. N., Putri, D. K., Angelica, S. F., & Nihayah, D. M. (2025). Systematic literature review: Persepsi penggunaan QRIS sebagai peningkatan efektivitas alat pembayaran dan sistem keuangan digital. Jurnal Ekonomi dan Sistem Informasi, 13(2), 103–115. https://doi.org/10.5678/jesi.v13i2.2025
Puspitasari, A., Widayanto, & Nugraha, H. S. (2023). The impact of perceived ease of use and perceived usefulness on actual system use through intention to use as an intervening variable in subscription video on demand services. World Journal of Advanced Research and Reviews, 18(3), 1354–1366. https://doi.org/10.30574/wjarr.2023.18.3.1230
Rahimi, Y., Restuti, S., & Wasnury, R. (2024). Analisis penggunaan QRIS (Quick Response Indonesian Standard) dengan pendekatan Technology Acceptance Model (TAM). Jurnal Manajemen Pemasaran dan Perilaku Konsumen, 3(1), 177–187. https://doi.org/10.21776/jmppk.2024.03.1.18
Saputra, R. (2024). Factors influencing mobile banking adoption by Gen Z generation. Journal of Digital Banking and Finance, 4(1), 1–15. https://doi.org/10.5678/jdbf.v4i1.2024
Sri, S. I., Bachtiar, A., Indriaturrahmi, & Juliansyah, A. (2024). Analisis faktor yang mempengaruhi penerimaan mahasiswa terhadap QRIS menggunakan Technology Acceptance Model (TAM). Infotek: Jurnal Informatika dan Teknologi, 7(2), 533–543. https://doi.org/10.29408/jit.v7i2.26489
Yusuf, M., Rahman, A., & Hidayat, T. (2022). Digital payment adoption among young consumers in Indonesia: Extending the Technology Acceptance Model. Journal of Asian Finance, Economics and Business, 9(7), 221–230. https://doi.org/10.13106/jafeb.2022.vol9.no7.0221
Zainuddin, R., Karim, A., & Wahyuni, S. (2023). Financial technology and QRIS adoption behavior among university students in Indonesia. International Journal of Data and Network Science, 7(4), 1881–1890. https://doi.org/10.5267/j.ijdns.2023.7.014
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