Pengaruh Trust dan Perceived Risk terhadap Intention to Use Muamalat DIN pada Nasabah Bank Muamalat Indonesia

Authors

  • Ratna Universitas Muhammadiyah Mamuju
  • Bahar Universitas Muslim Indonesia
  • Budiandriani Universitas Muslim Indonesia
  • Abdul Rahman Mus Universitas Muslim Indonesia

DOI:

https://doi.org/10.31004/ijisk.v3i4.1014

Keywords:

Trust, Perceived Risk, Intention to Use, Muamalat DIN, mobile banking, Islamic bank

Abstract

This study examines the effects of Trust and Perceived Risk on Intention to Use Muamalat DIN among customers of Bank Muamalat Indonesia at KCU Mamuju, both partially and simultaneously. A quantitative associative design was employed. Data were collected using a five-point Likert-scale questionnaire from 98 respondents selected through purposive sampling. The data were analyzed using multiple linear regression in IBM SPSS, following validity, reliability, and classical assumption tests. All items were valid, with corrected item-total correlations above 0.199. Cronbach’s Alpha values for Trust, Perceived Risk, and Intention to Use were 0.865, 0.876, and 0.871, respectively, indicating reliable instruments. The results show that Trust has a positive and significant effect on Intention to Use (B = 0.429; β = 0.422; t = 4.834; p < 0.001). Perceived Risk also has a positive and significant effect (B = 0.451; β = 0.421; t = 4.814; p < 0.001). Simultaneously, both variables significantly affect Intention to Use (F(2,95) = 68.277; p < 0.001). The R² value of 0.590 indicates that Trust and Perceived Risk explain 59.0% of the variance in Intention to Use, while the remaining 41.0% is associated with factors outside the model. These findings highlight the relevance of customer trust and risk perceptions in the acceptance of Muamalat DIN. However, the positive effect of Perceived Risk should be interpreted cautiously, after confirming that the questionnaire items and coding accurately measure perceived risk.

References

Alam, A. S. (2022). Pengaruh kemudahan penggunaan, kepercayaan, risiko, dan kualitas layanan terhadap minat nasabah dalam menggunakan layanan mobile banking pada Bank Muamalat KCP Lamongan [Skripsi, Universitas Islam Negeri Walisongo Semarang]. https://eprints.walisongo.ac.id/id/eprint/17785/

Bank Indonesia. (2026). Laporan kebijakan moneter triwulan IV 2025. https://www.bi.go.id/id/publikasi/laporan/Pages/Laporan-Kebijakan-Moneter-Triwulan-IV-2025.aspx

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340. https://doi.org/10.2307/249008

Featherman, M. S., & Pavlou, P. A. (2003). Predicting e-services adoption: A perceived risk facets perspective. International Journal of Human-Computer Studies, 59(4), 451-474. https://doi.org/10.1016/S1071-5819(03)00111-3

Muttaqien, M. K., Anam, M. K., Mas’ud, T., & Syaifullah, H. (2023). What determines Metropolitan Jakarta’s Muslim intention to use M-banking? Jurnal Ilmiah Ekonomi Islam, 9(2), 1765-1772. https://doi.org/10.29040/jiei.v9i2.6888

Muttaqien, M. K., Syaifullah, H., Anam, M. K., & Mas’ud, T. (2023). Usefulness, trust, and intention to use M-banking: Evidence from Metropolitan Jakarta. Jurnal Ilmiah Ekonomi Islam, 9(2), 1765–1772. https://doi.org/10.29040/jiei.v9i2.6888

OJK dan BPS. (2025, 2 Mei). Siaran pers bersama: Indeks literasi dan inklusi keuangan masyarakat meningkat, OJK dan BPS umumkan hasil Survei Nasional Literasi dan Inklusi Keuangan (SNLIK) Tahun 2025. https://www.ojk.go.id/id/berita-dan-kegiatan/siaran-pers/Pages/OJK-dan-BPS-Umumkan-Hasil-Survei-Nasional-Literasi-Dan-Inklusi-Keuangan-SNLIK-Tahun-2025.aspx

OJK. (2026, 31 Agustus). Satgas PASTI terima 25 ribu pengaduan aktivitas keuangan ilegal dan IASC berhasil blokir dana terkait scam Rp724 miliar. https://ojk.go.id/id/berita-dan-kegiatan/info-terkini/Pages/Satgas-PASTI-Terima-25-Ribu-Pengaduan-Aktivitas-Keuangan-Ilegal-dan-IASC-Berhasil-Blokir-Dana-Terkait-Scam-Rp-724-Miliar.aspx

PT Bank Muamalat Indonesia Tbk. (2026). Laporan tahunan 2025. https://www.bankmuamalat.co.id/uploads/hubungan_investor/Annual-Report-Bank-Muamalat-2025.pdf

Sari, N. K., Mus, A. R., Laekkeng, M., Alam, S., & Safar, I. (2026). FOMO and impulse buying in the live streaming context: The dual mediation of E-WoM and trust. International Review of Management and Marketing, 16(3), 147–152. https://doi.org/10.32479/irmm.21531

Setyono, J. (2022). Intention to use Islamic mobile banking: Integration of Technology Acceptance Model and Theory of Planned Behavior with trust. Muqtasid: Jurnal Ekonomi dan Perbankan Syariah, 13(2), 127-142. https://doi.org/10.18326/muqtasid.v13i2.127-142

Sudarsono, H., El Hasanah, L. L. N., Ash Shidiqie, J. S., & Supriani, I. (2024). Antecedents of Muslim students’ adoption of mobile banking: An extended TAM and UTAUT approach. Jurnal Organisasi dan Manajemen, 20(1), 114–128. https://doi.org/10.33830/jom.v20i1.7514.2024

Sudarsono, H., Kholid, M. N., Trisanty, A., & Maisaroh, M. (2022). The intention of Muslim customers to adopt mobile banking: The case of Islamic banks in Indonesia. Cogent Business & Management, 9(1), Article 2154102. https://doi.org/10.1080/23311975.2022.2154102

Utami, W., Rofika, I. D., Kamelia, T., Budiarti, Y., Muslihah, T., Aminin, H., Azizah, R. A. N., & Septiani, N. (2023). Pengaruh persepsi risiko, kepercayaan dan keamanan terhadap minat menggunakan BSI (Bank Syariah Indonesia) Mobile. Academica: Journal of Multidisciplinary Studies, 7(1). https://doi.org/10.22515/academica.v7i1.7414

Downloads

Published

2026-10-31

How to Cite

Ratna, Bahar, Budiandriani, & Abdul Rahman Mus. (2026). Pengaruh Trust dan Perceived Risk terhadap Intention to Use Muamalat DIN pada Nasabah Bank Muamalat Indonesia. Indonesian Journal of Innovation Science and Knowledge, 3(4), 5546–5565. https://doi.org/10.31004/ijisk.v3i4.1014

Issue

Section

Articles