Analysis Of Factors Affecting The Use Of Qris As A Digital Payment Tool Among University Student In Subang Regency

Authors

  • Welli Siti Amalia STIE Sutaatmadja
  • Firna Perdiani STIE Sutaatmadja
  • Ikhwan Noor Qirom
  • Bambang Sugiharto

Abstract

The rapid development of digital technology has transformed payment systems, particularly through the adoption of the Indonesian Standard Quick Response Code (QRIS). This study seeks to examine the factors that influence students’ decisions to use QRIS as a digital payment method at universities in Subang Regency. The research focuses on four main variables: perceived ease of use, perceived usefulness, trust, and perceived risk.

Using a quantitative approach, data were gathered from 140 student users of QRIS through questionnaires. The analysis was carried out with multiple linear regression, supported by validity, reliability, normality, multicollinearity, and heteroscedasticity tests using SPSS version 25. The findings reveal that perceived ease of use, perceived usefulness, trust, and perceived risk each exert a positive and significant effect on students’ decisions to use QRIS. These results suggest that enhancing ease of use, usefulness, trust, and risk management can promote wider adoption of QRIS among students. Overall, the study contributes valuable insights for developing strategies to encourage and expand the utilization of QRIS as a digital payment solution in higher education contexts.

References

ALFATHI, B. R. (2025, April 14). Penggunaan QRIS Terus Meningkat, Nominal Transaksi Capai Rp659 Triliun. Retrieved from data.goodstats.id: https://data.goodstats.id/statistic/penggunaan-qris-terus-meningkat-nominal-transaksi-capai-rp659-triliun-cc2r8#google_vignette

Annisa, Karmawan, & Julia. (n.d.). PENGARUH KEMUDAHAN PERSEPSIAN, KEPERCAYAAN PERSEPSIAN, DAN RISIKO PERSEPSIAN TERHADAP NIAT PENGGUNAAN QRIS DALAM TRANSAKSI PEMBELIAN OFFLINE DAN ONLINE PADA GENERASI MILENIAL DI KOTA PANGKALPINANG. HOLISTIC JOURNAL OF MANAGEMENT RESEARCH, 2685-8525.

Ardana, S. G., Luqyana, A. S., Antono, I. A., Rahayu, R. P., Qonita, L., Zahra, S. A., & Alsyahdat, F. (n.d.). Efektifitas Prnggunaan QRIS bagi Kalangan Mahasiswa UNNES untuk Transaksi Pembayaran dalam Rangka Mendorong Perkembangan Ekonomi pada Era Digitalisasi. Vol. 2 No. 2 (November 2023), 2, 167-183.

Arief, M. D. (2024, oktober 20). Efektifitas Penggunaan QRIS sebagai Alat Pembayaran Digital di Kalangan Mahasiswa. Retrieved from www.kompasiana.com: https://www.kompasiana.com/dzakyarief16/6714a8f034777c453d4281c2/efektifitas-penggunaan-qris-sebagai-alat-pembayaran-digital-di-kalangan-mahasiswa

Chin, W. W., & Todd, P. A. (1995). On the Use, Usefulness, and Ease of Use of Stuctural Equation Modeling in MIS Reseach: A Note of Caution. 237-246.

Davis, F. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. 13, 319-340.

Featherman, M., & Pavlou, P. (2003). Predicting E-Services Adoption: A Perceived Risk Facets Perspective. Internasional Journal of Human-Computer Studies, 451-474.

Ghozali, I. (2018). APLIKASI ANALISIS MULTIVARIATE IBM SPSS 25. Undip.

INDONESIA, B. (n.d.). Quick Response Code Indonesian Standard (QRIS). Retrieved from www.bi.go.id: https://www.bi.go.id/id/fungsi-utama/sistem-pembayaran/ritel/kanal-layanan/qris/default.aspx

J Laloan, W. T., Wenas, R. S., & R Laindong, S. S. (2023, April). PENGARUH KEMUDAHAN PENGGUNAAN, PERSEPSI MANFAAT, DAN RISIKO TERHADAP MINAT PENGGUNAAN E-PAYMENT QRIS PADA MAHASISWA FAKULTAS EKONOMI DAN BISNIS UNIVERSITAS SAM RATULANGI MANADO. EMBA, 11, 375-387.

Kuswati, R., Waskito, J., Pramesti, D. A., & Rahardi, R. M. (2025). Prilaku Konsumen Pro Lingkungan konsep dan teori yang mendasari perilaku. Surakarta: Muhammadiyah University Press.

Muktiwijaya, A. W., Aziz, H. A., Papua, O. A., Yumna, P. A., Hermawan, R., & Widodo, E. (2024). Visualisasi Data tentang Persepsi Mahasiswa terhadap Penggunaan QRIS di Provinsi Daerah Istimewa Yogyakarta. Journal Of Social Science Research, 4, 4717-4732.

Nickerson, C. (2025, juni 12). Teori Tindakan Beralasan (Fishbein dan Atjen, 1975). Retrieved from https://share.google/BP79vl0TIPf4XZLbq

Nirwasita, K. S., Jannah, R. K., Situmorang, A. T., & Nurwidya, R. P. (2024). Preferensi mahasiswa dalam Penggunaan QRIS Sebagai Alat Pembayaran di Kantin Universitas Pembangunan Nasional Veteran Jakarta. Vol. 3 No.1 (2024): ASRJ - Maret 2024, 3, 42-54.

Pavlou, P. (2003). Costumer Acceptance of Electronic Commerce: Integrating Trust and Risk eith the Technology Acceptance Model. Electronic Commerce, 7, 101-134.

Putri, M. T., Hatta, A. J., & Indraswono, C. (2023). ANALISIS PERSEPSI KEMENFAATAN, PERSEPSI KEMUDAHAN, KEPERCAYAAN GAYA HIDUP, LITERASI KEUANGAN, DAN RISIKO TERHADAP PENGGUNAAN QRIS SEBAGAI ALAT PEMBAYARAN DIGITAL PADA MAHASISWA DI YOGYAKARTA. JEB VOL. 17 NO.3 (2023), 17, 215-228.

Rahmadi, F., Halomoan, R., J. Simbolon, E. E., & Harahap, A. R. (2025). Pengaruh Penggunaan QRIS sebagai Sistem Pembayaran Digital di Kalangan Mahasiswa Universitas Medan Area. Vol. 9 No.1 (2025), 9, 254-260.

Rahmawati, A. N., & Martanto. (2023, April). PENGARUH PERSEPSI MANFAAT DAN PERSEPSI KEMUDAHAN PENGGUNAAN UANG ELEKTRONIK (QRIS) PADA MAHASISWA AKUNTANSI. Jurnal Ekonomi Trisaksi, 3, 1247-1256.

SKNI, A. (2022, Maret 17). QUICK RESPONSE CODE INDONESIAN STANDARD (QRIS). Retrieved from skni.go.id: snki.go.id: https://snki.go.id/quick-response-code-indonesian-standard-qris/#:~:text=Untuk%20mengatasi%20fragmentasi%20ini%2C%20Bank,agar%20lebih%20efisien%20dan%20inklusif

Venkatesh, V., & Davis, F. D. (2000). A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies. Managament Science, 186-204.

Wicaksono, S. R. (2022). Teori Dasar Technology Acceptance Model. Malang: Seribu Bintang.

Youtap. (2023, December 12). 3 jenis QRIS, Solusi Pembayaran Usaha. Retrieved from youtap.id: https://share.google/w1xejQFKVwKkck7T9

Published

2026-04-30

How to Cite

Amalia, W. S., Perdiani, F. P., Ikhwan Noor Qirom, & Sugiharto, B. (2026). Analysis Of Factors Affecting The Use Of Qris As A Digital Payment Tool Among University Student In Subang Regency. JBFI (Journal of Banking and Financial Innovation), 5(01). Retrieved from https://ojs.stiesa.ac.id/index.php/jbfi/article/view/1688

Issue

Section

Articles