Main Article Content
Abstract
This study uses a quantitative approach to analyze the factors that influence the use of QRIS (Quick Response Code Indonesian Standard) in the North Sumatra region. The model used is the Technology Acceptance Model (TAM), which evaluates the influence of Perceived Ease of Use and Perceived Usefulness on Attitude Toward Using and Behavioral Intention to Use QRIS. Data was collected through surveys and analyzed using path analysis to test the relationship between variables. The results showed that Perceived Ease of Use affects Perceived Usefulness and user attitude, which in turn affects behavioral intention to use QRIS. These findings confirm that the TAM model is effective in explaining the adoption of digital payment technology in North Sumatra. However, uneven digital infrastructure and low technological literacy are still the main challenges in increasing widespread adoption of QRIS. This research recommends improving digital access and education as strategic steps.
Keywords
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
- Aburbeian, A. H. M., Owda, A. Y., & Owda, M. (2022). A Technology Acceptance Model Survey of the Metaverse Prospects. AI (Switzerland), 3(2). https://doi.org/10.3390/ai3020018
- Adikoeswanto, D., Eliyana, A., Syamsudin, N., Budiyanto, S., Arief, Z., & Anwar, A. (2022). The mediation role of adoption readiness on perceived anxiety and attitude toward using database management system at correctional institutions. Heliyon, 8(8). https://doi.org/10.1016/j.heliyon.2022.e10027
- Agus Sulistyo, & Ismarti. (2022). Urgensi dan Strategi Penguatan Literasi Media dan Digital dalam Pembelajaran Agama Islam. At Turots: Jurnal Pendidikan Islam, 3(2), 5161. https://doi.org/10.51468/jpi.v3i2.75
- Akbar, A., Imsar, I., & Silalahi, P. R. (2024). ANALISIS PENERAPAN FINTECH PADA UMKM DI KOTA MEDAN DALAM PERSFEKTIF MAQASHID SYARIAH. Jurnal Manajemen Terapan dan Keuangan, 13(03), 806-820.
- Alfiandi, N., Rahma, T. I. F., & Inayah, N. (2024). Pengaruh Pengetahuan dan Kemanfaatan Quick Response Code Indonesian Standart (QRIS) Terhadap Penggunaan E-Wallet dikalangan Mahasiswa FEBI UIN Sumatera Utara. RUBINSTEIN, 2(2), 84-93.
- Amel, S. (2024). Transaksi QRIS Melonjak 214,93%, Ekonomi Digital Sumut Makin Dinamis. Mimbarumum. https://mimbarumum.co.id/transaksi-qris-melonjak-21493-ekonomi-digital-sumut-makin-dinamis/
- Balatif, M. R., Fachrudin, K. A., Silalahi, A. S., Syahyunan, & Torong, M. Z. B. (2024). The Effect Of Financial Education And Financial Stress On Financial Well-Being With The Use Of Financial Technology. Quality - Access to Success, 25(199). https://doi.org/10.47750/QAS/25.199.12
- Firdaus, M., Farohi, A., Saragih, A. N., & Harahap, M. (2023). Optimizing Digital Transactions: Analyzing UserS Adoption Intention of Quick Response Code Indonesian Standard (Qris) in North Sumatera. 134.
- Firmansyah, D., Saepuloh, D., & Dede. (2022). Daya Saing : Literasi Digital dan Transformasi Digital. Journal of Finance and Business Digital, 1(3). https://doi.org/10.55927/jfbd.v1i3.1348
- Hamidar, P., Mustafa, K. R., & Muhammad, I. H. (2024). Pengaruh Pengetahuan, Kemudahan Penggunaan, dan Kemanfaatan Quick Response Code Indonesian Standart (QRIS) Terhadap Penggunaan Ewallet (Studi Kasus Mahasiswa Fakultas Ekonomi dan Bisnis Islam UIN Sumatera Utara). MENAWAN: Jurnal Riset Dan Publikasi Ilmu Ekonomi.
- Hermanto, H., Somayasa, W., & Pimpi, L. (2020). Perbandingan Uji Likelihood Ratio Dan Uji F Asymtotik Pada Regresi Linier. Jurnal Pembelajaran Berpikir Matematika (Journal of Mathematics Thinking Learning), 5(2). https://doi.org/10.33772/jpbm.v5i2.15032
- Hrp, G. R., & Tambunan, K. (2023). Analisis Efektivitas Implementasi Sistem Pembayaran Digital QRIS Dalam Meningkatkan Penjualan Usaha Dagang Plastik Intan Baru Sibuhuan. JPEK (Jurnal Pendidikan Ekonomi Dan Kewirausahaan), 7(1), 70-82.
- ILORI, O. O., & TANIMOWO, F. O. (2022). Heteroscedasticity Detection in Cross-Sectional Diabetes Pedigree Function: A Comparison of Breusch-Pagan-Godfrey, Harvey and Glejser Tests. International Journal of Scientific and Management Research, 05(12). https://doi.org/10.37502/ijsmr.2022.51211
- Jaya, A. D., & Nurifanti, E. D. (2021). Pembaharuan Sistem KUPVA BB Sebagai Upaya Pencegahan dan Pemberantasan Tindak Pidana Pencuci Uang. Ikatan Penulis Mahasiswa Hukum Indonesia Law Journal, 1(2). https://doi.org/10.15294/ipmhi.v1i2.53269
- Khairani Lubis, R. (2022). Analisis Minat Penggunaan Quick Responses Code Indonesian Standard (QRIS) Dengan Pendekatan Technology Acceptance Model ( TAM) Yang Telah Dimodifikasi. In Skripsi,jurusan perbankan syariah,Institut Agama Islam Negeri Padangsidimpuan.
- Kotian, H., Varghese, A. L., & Rohith, M. (2022). An R Function for Cronbachs Alpha Analysis: A Case-Based Approach. National Journal of Community Medicine, 13(8). https://doi.org/10.55489/njcm.130820221149
- Mustafidah, H., Imantoyo, A., & Suwarsito, S. (2020). Pengembangan Aplikasi Uji-t Satu Sampel Berbasis Web. JUITA: Jurnal Informatika, 8(2). https://doi.org/10.30595/juita.v8i2.8786
- 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.
- Ningri, L. J., Hamidi, M., & Adrianto, F. (2023). Sentiment Analysis Against Digital Payment GoPay, OVO, DANA, and ShopeePay Using Naïve Bayes Classifier Algorithm. Indonesian Journal of Economics and Management, 3(2). https://doi.org/10.35313/ijem.v3i2.4765
- Nugraha, D. (2022). Literasi Digital dan Pembelajaran Sastra Berpaut Literasi Digital di Tingkat Sekolah Dasar. Jurnal Basicedu, 6(6). https://doi.org/10.31004/basicedu.v6i6.3318
- Park, E. S., & Park, M. S. (2020). Factors of the technology acceptance model for construction IT. Applied Sciences (Switzerland), 10(22). https://doi.org/10.3390/app10228299
- Putri, D. A., & Jannah, N. (2025). QRIS as a catalyst for growth: Analyzing its role in Tanjung Balai's MSME sector from an Islamic viewpoint. SERAMBI: Jurnal Ekonomi Manajemen dan Bisnis Islam, 7(1), 61-70.
- Quraisy, A. (2022). Normalitas Data Menggunakan Uji Kolmogorov-Smirnov dan Saphiro-Wilk. J-HEST Journal of Health Education Economics Science and Technology, 3(1). https://doi.org/10.36339/jhest.v3i1.42
- Santoso, A. (2023). Rumus Slovin : Panacea Masalah Ukuran Sampel ? Suksma: Jurnal Psikologi Universitas Sanata Dharma, 4(2). https://doi.org/10.24071/suksma.v4i2.6434
- Saragih, Y. W., & Rikumahu, B. (2022). Analisis Faktor Adopsi E-Wallet Gopay, OVO, dan DANA dengan Model UTAUT2 pada Masyarakat Jawa Barat. Nominal Barometer Riset Akuntansi Dan Manajemen, 11(1). https://doi.org/10.21831/nominal.v11i1.43075
- Seputri, W., Soemitra, A., & Rahmani, N. A. B. (2023). Pengaruh Technolgy Acceptance Model terhadap Minat Mahasiswa Menggunakan Quick Response Code Indonesian Standard (QRIS) sebagai Cashless Society. MES Management Journal, 2(1), 116-126.
- Setiawan, I. W. A., & Mahyuni, L. P. (2020). QRIS DI MATA UMKM: EKSPLORASI PERSEPSI DAN INTENSI UMKM MENGGUNAKAN QRIS. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana. https://doi.org/10.24843/eeb.2020.v09.i10.p01
- Tan, H. (2022). Quantitative research methods in translation and interpreting studies. Poznan Studies in Contemporary Linguistics, 58(1). https://doi.org/10.1515/psicl-2022-0007
- Yu, J. (2024). Stabilizing leverage, financial technology innovation, and commercial bank risks: Evidence from China. Economic Modelling, 131. https://doi.org/10.1016/j.econmod.2023.106599
References
Aburbeian, A. H. M., Owda, A. Y., & Owda, M. (2022). A Technology Acceptance Model Survey of the Metaverse Prospects. AI (Switzerland), 3(2). https://doi.org/10.3390/ai3020018
Adikoeswanto, D., Eliyana, A., Syamsudin, N., Budiyanto, S., Arief, Z., & Anwar, A. (2022). The mediation role of adoption readiness on perceived anxiety and attitude toward using database management system at correctional institutions. Heliyon, 8(8). https://doi.org/10.1016/j.heliyon.2022.e10027
Agus Sulistyo, & Ismarti. (2022). Urgensi dan Strategi Penguatan Literasi Media dan Digital dalam Pembelajaran Agama Islam. At Turots: Jurnal Pendidikan Islam, 3(2), 5161. https://doi.org/10.51468/jpi.v3i2.75
Akbar, A., Imsar, I., & Silalahi, P. R. (2024). ANALISIS PENERAPAN FINTECH PADA UMKM DI KOTA MEDAN DALAM PERSFEKTIF MAQASHID SYARIAH. Jurnal Manajemen Terapan dan Keuangan, 13(03), 806-820.
Alfiandi, N., Rahma, T. I. F., & Inayah, N. (2024). Pengaruh Pengetahuan dan Kemanfaatan Quick Response Code Indonesian Standart (QRIS) Terhadap Penggunaan E-Wallet dikalangan Mahasiswa FEBI UIN Sumatera Utara. RUBINSTEIN, 2(2), 84-93.
Amel, S. (2024). Transaksi QRIS Melonjak 214,93%, Ekonomi Digital Sumut Makin Dinamis. Mimbarumum. https://mimbarumum.co.id/transaksi-qris-melonjak-21493-ekonomi-digital-sumut-makin-dinamis/
Balatif, M. R., Fachrudin, K. A., Silalahi, A. S., Syahyunan, & Torong, M. Z. B. (2024). The Effect Of Financial Education And Financial Stress On Financial Well-Being With The Use Of Financial Technology. Quality - Access to Success, 25(199). https://doi.org/10.47750/QAS/25.199.12
Firdaus, M., Farohi, A., Saragih, A. N., & Harahap, M. (2023). Optimizing Digital Transactions: Analyzing UserS Adoption Intention of Quick Response Code Indonesian Standard (Qris) in North Sumatera. 134.
Firmansyah, D., Saepuloh, D., & Dede. (2022). Daya Saing : Literasi Digital dan Transformasi Digital. Journal of Finance and Business Digital, 1(3). https://doi.org/10.55927/jfbd.v1i3.1348
Hamidar, P., Mustafa, K. R., & Muhammad, I. H. (2024). Pengaruh Pengetahuan, Kemudahan Penggunaan, dan Kemanfaatan Quick Response Code Indonesian Standart (QRIS) Terhadap Penggunaan Ewallet (Studi Kasus Mahasiswa Fakultas Ekonomi dan Bisnis Islam UIN Sumatera Utara). MENAWAN: Jurnal Riset Dan Publikasi Ilmu Ekonomi.
Hermanto, H., Somayasa, W., & Pimpi, L. (2020). Perbandingan Uji Likelihood Ratio Dan Uji F Asymtotik Pada Regresi Linier. Jurnal Pembelajaran Berpikir Matematika (Journal of Mathematics Thinking Learning), 5(2). https://doi.org/10.33772/jpbm.v5i2.15032
Hrp, G. R., & Tambunan, K. (2023). Analisis Efektivitas Implementasi Sistem Pembayaran Digital QRIS Dalam Meningkatkan Penjualan Usaha Dagang Plastik Intan Baru Sibuhuan. JPEK (Jurnal Pendidikan Ekonomi Dan Kewirausahaan), 7(1), 70-82.
ILORI, O. O., & TANIMOWO, F. O. (2022). Heteroscedasticity Detection in Cross-Sectional Diabetes Pedigree Function: A Comparison of Breusch-Pagan-Godfrey, Harvey and Glejser Tests. International Journal of Scientific and Management Research, 05(12). https://doi.org/10.37502/ijsmr.2022.51211
Jaya, A. D., & Nurifanti, E. D. (2021). Pembaharuan Sistem KUPVA BB Sebagai Upaya Pencegahan dan Pemberantasan Tindak Pidana Pencuci Uang. Ikatan Penulis Mahasiswa Hukum Indonesia Law Journal, 1(2). https://doi.org/10.15294/ipmhi.v1i2.53269
Khairani Lubis, R. (2022). Analisis Minat Penggunaan Quick Responses Code Indonesian Standard (QRIS) Dengan Pendekatan Technology Acceptance Model ( TAM) Yang Telah Dimodifikasi. In Skripsi,jurusan perbankan syariah,Institut Agama Islam Negeri Padangsidimpuan.
Kotian, H., Varghese, A. L., & Rohith, M. (2022). An R Function for Cronbachs Alpha Analysis: A Case-Based Approach. National Journal of Community Medicine, 13(8). https://doi.org/10.55489/njcm.130820221149
Mustafidah, H., Imantoyo, A., & Suwarsito, S. (2020). Pengembangan Aplikasi Uji-t Satu Sampel Berbasis Web. JUITA: Jurnal Informatika, 8(2). https://doi.org/10.30595/juita.v8i2.8786
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.
Ningri, L. J., Hamidi, M., & Adrianto, F. (2023). Sentiment Analysis Against Digital Payment GoPay, OVO, DANA, and ShopeePay Using Naïve Bayes Classifier Algorithm. Indonesian Journal of Economics and Management, 3(2). https://doi.org/10.35313/ijem.v3i2.4765
Nugraha, D. (2022). Literasi Digital dan Pembelajaran Sastra Berpaut Literasi Digital di Tingkat Sekolah Dasar. Jurnal Basicedu, 6(6). https://doi.org/10.31004/basicedu.v6i6.3318
Park, E. S., & Park, M. S. (2020). Factors of the technology acceptance model for construction IT. Applied Sciences (Switzerland), 10(22). https://doi.org/10.3390/app10228299
Putri, D. A., & Jannah, N. (2025). QRIS as a catalyst for growth: Analyzing its role in Tanjung Balai's MSME sector from an Islamic viewpoint. SERAMBI: Jurnal Ekonomi Manajemen dan Bisnis Islam, 7(1), 61-70.
Quraisy, A. (2022). Normalitas Data Menggunakan Uji Kolmogorov-Smirnov dan Saphiro-Wilk. J-HEST Journal of Health Education Economics Science and Technology, 3(1). https://doi.org/10.36339/jhest.v3i1.42
Santoso, A. (2023). Rumus Slovin : Panacea Masalah Ukuran Sampel ? Suksma: Jurnal Psikologi Universitas Sanata Dharma, 4(2). https://doi.org/10.24071/suksma.v4i2.6434
Saragih, Y. W., & Rikumahu, B. (2022). Analisis Faktor Adopsi E-Wallet Gopay, OVO, dan DANA dengan Model UTAUT2 pada Masyarakat Jawa Barat. Nominal Barometer Riset Akuntansi Dan Manajemen, 11(1). https://doi.org/10.21831/nominal.v11i1.43075
Seputri, W., Soemitra, A., & Rahmani, N. A. B. (2023). Pengaruh Technolgy Acceptance Model terhadap Minat Mahasiswa Menggunakan Quick Response Code Indonesian Standard (QRIS) sebagai Cashless Society. MES Management Journal, 2(1), 116-126.
Setiawan, I. W. A., & Mahyuni, L. P. (2020). QRIS DI MATA UMKM: EKSPLORASI PERSEPSI DAN INTENSI UMKM MENGGUNAKAN QRIS. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana. https://doi.org/10.24843/eeb.2020.v09.i10.p01
Tan, H. (2022). Quantitative research methods in translation and interpreting studies. Poznan Studies in Contemporary Linguistics, 58(1). https://doi.org/10.1515/psicl-2022-0007
Yu, J. (2024). Stabilizing leverage, financial technology innovation, and commercial bank risks: Evidence from China. Economic Modelling, 131. https://doi.org/10.1016/j.econmod.2023.106599