Perceived Security and Trust as Determinants of QRIS Usage Among Informal Traders: Evidence from Car Free Day Merchants in Padangsidimpuan
Main Article Content
Abstract
This study examined the effects of perceived security and trust on QRIS usage among Car Free Day traders in Padangsidimpuan City. An associative quantitative design was employed. The study population consisted of 67 active traders who accepted QRIS, and all were included through saturated sampling. Primary data were collected using a five-point Likert questionnaire and analyzed with multiple linear regression after validity, reliability, and classical-assumption testing. The results showed that perceived security had a positive and significant effect on QRIS usage (β = 0.710; p < 0.001), whereas trust did not have a significant partial effect (β = 0.149; p = 0.090). Jointly, perceived security and trust significantly explained QRIS usage (F = 53.914; p < 0.001), with an adjusted R² of 0.616. The findings indicated that transaction security was the more salient determinant for informal merchants who had already adopted QRIS. The study contributes evidence from a temporary, informal trading setting and suggests that merchant assistance should prioritize transaction verification, data protection, fraud awareness, and reliable settlement procedures.
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
How to Cite
References
Adrianto, Y., & Rahmidani, R. (2024). Pengaruh persepsi kemudahan penggunaan dan persepsi kegunaan terhadap keputusan nasabah menggunakan QRIS Bank BRI dengan kepercayaan sebagai variabel intervening. Jurnal Ecogen, 7(4), 720–733. https://doi.org/10.24036/jmpe.v7i4.16325
Ajhari, A. A. (2024). Analisis keamanan sistem pembayaran digital Quick Response Code Indonesian Standard (QRIS). Info Kripto, 18(3), 119–125. https://doi.org/10.56706/ik.v18i3.112
Anggraini, M. S., Anggraeni, E., & Nurhayati. (2024). Pengaruh persepsi kepercayaan dan persepsi keamanan terhadap pelaku usaha pada penggunaan QRIS sebagai alat pembayaran digital dalam perspektif bisnis syariah (Studi pada UMKM di Bandar Lampung). Digital Bisnis: Jurnal Publikasi Ilmu Manajemen dan E-Commerce, 3(3), 160–174. https://doi.org/10.30640/digital.v3i3.3196
Bank Indonesia. (2026, August 17). Indonesia credit card and 0% MDR policy: Synergy and innovation strengthen digital economy and finance in Indonesia. https://www.bi.go.id/en/publikasi/ruang-media/news-release/Pages/sp_2815926.aspx
Buluati, R., Karundeng, D. R., & Suyanto, M. A. (2023). Pengaruh kemudahan, keamanan dan kepercayaan bertransaksi terhadap minat menggunakan QRIS (Quick Response Indonesian Standard) pada pelaku UMKM di Kabupaten Boalemo. Wahana: Tridarma Perguruan Tinggi, 75(2), 33–47. https://doi.org/10.36456/wahana.v75i2.7378
Davis, F. D., & Granić, A. (2020). The technology acceptance model: 30 years of TAM. Springer.
Hidayatulah, I. A., Wardhani, R. S., & Sumiyati. (2023). Pengaruh kemudahan penggunaan, persepsi manfaat, kepercayaan, efektivitas, dan risiko terhadap minat menggunakan QRIS pada UMKM di Kota Pangkalpinang. Indonesian Journal of Accounting and Business, 5(1), 46–62. https://doi.org/10.33019/ijab.v5i1.54
Indriyani, R., Widyastuti, U., & Yusuf, M. (2024). Analisis penggunaan digital payment: Modifikasi teori Technology Acceptance Model. Jurnal Masharif Al-Syariah: Jurnal Ekonomi dan Perbankan Syariah, 9(3), 1678–1692. https://doi.org/10.30651/jms.v9i3.22988
Nasution, A. S. P., Harahap, I., & Aslami, N. (2025). Pengaruh kemudahan, kecepatan dan keamanan penggunaan QRIS pada UMKM halal Kota Medan. Jambura Economic Education Journal, 7(1), 420–435. https://doi.org/10.37479/jeej.v7i1.29655
Nathasya, S., & Maysha, M. (2024). QRIS use preference by MSME consumers. Gorontalo Development Review, 7(1), 11–22. https://doi.org/10.32662/golder.v0i0.3075
Nurhapsari, R., & Sholihah, E. (2022). Analysis of the factors of intention to use QRIS for MSMEs in Semarang City’s traditional market. Jurnal Ekonomi Modernisasi, 18(2), 199–211. https://doi.org/10.21067/jem.v18i2.7291
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. https://doi.org/10.17358/ijbe.10.1.132
Pontoh, M. A. H., Worang, F. G., & Tumewu, F. J. (2022). The influence of perceived ease of use, perceived risk and consumer trust towards merchant intention in using QRIS as a digital payment method. Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi, 10(3), 904. https://doi.org/10.35794/emba.v10i3.42664
Puspitasari, A. A., & Salehudin, I. (2022). Quick Response Indonesian Standard (QRIS): Does government support contribute to cashless payment system long-term adoption? Journal of Marketing Innovation, 2(1). https://doi.org/10.35313/jmi.v2i1.29
Rejeki, R. S., & Astuti, P. B. (2024). Pengaruh persepsi manfaat, persepsi kemudahan penggunaan, dan persepsi risiko terhadap keputusan menggunakan Quick Response Code Indonesian Standard (QRIS) di Kebumen. Jurnal Ilmiah Mahasiswa Manajemen, Bisnis dan Akuntansi, 6(4), 592–612. https://doi.org/10.32639/gsr6yx11
Salja, S. A., Fitria, A., & Tarigan, I. R. R. (2025). Pengaruh manfaat, kemudahan, dan keamanan terhadap minat penggunaan Quick Response Indonesian Standard pada pelaku UMKM di Kecamatan Sawang, Kabupaten Aceh Selatan. JIHBIZ: Global Journal of Islamic Banking and Finance, 7(1), 45–68. https://doi.org/10.22373/jihbiz.v7i1.23895
Saputra, Y. F. E., & Bahari, A. (2024). Analisis determinan dan anteseden penggunaan Quick Response Indonesian Standard (QRIS) pada pembayaran digital. Management Studies and Entrepreneurship Journal, 5(1), 3026–3037. https://doi.org/10.37385/msej.v5i1.4428
Sebayang, N. I. T. B., & Rahmayati. (2023). Pengaruh persepsi kepercayaan dan persepsi keamanan terhadap minat penggunaan QRIS sebagai alat pembayaran digital UMKM halal Kota Medan. Jurnal Tabarru’: Islamic Banking and Finance, 6(2), 491–502. https://doi.org/10.25299/jtb.2023.vol6(2).14590
Suyanto, M. A., Dewi, L. K. C., Dharmawan, D., Suhardi, D., & Ekasari, S. (2024). Analysis of the influence of behavior intention, technology effort expectancy and digitalization performance expectancy on behavior to use of QRIS users in small medium enterprises sector. Jurnal Informasi dan Teknologi, 6(1), 57–63. https://doi.org/10.60083/jidt.v6i1.472
Wicaksono, I. (2025). The role of habit and trust in driving the continuance of QR code payment usage: A study of QRIS consumers in Indonesia. Journal of Marketing Innovation, 5(2), 146–172. https://doi.org/10.35313/jmi.v5i2.273