Al-Kharaj: Journal of Islamic Economic and Business
Vol. 8 No. 3 (2026): All articles in this issue include authors from 3 countries of origin (Indonesi

Determinants of Qris Continuance Among Msmes: The Role of Bank Indonesia Support in The Expectation Confirmation Model Framework

hilmawira hilmawira (Universitas Andalas)
Fajri Adrianto (Universitas Andalas)
Mohamad Fany Alfarisi (Universitas Andalas)



Article Info

Publish Date
10 Sep 2026

Abstract

Payment digitalization has encouraged MSMEs to adopt QRIS; however, the success of innovation is not determined solely by initial adoption but also by continuance in daily transactions. This study examines the effects of confirmation, perceived usefulness, satisfaction, and Bank Indonesia support on QRIS continuance among MSMEs affiliated with Bank Indonesia in West Sumatra, while also testing the moderating role of Bank Indonesia support. An explanatory quantitative survey was conducted involving 140 MSME QRIS users. Data were analyzed using Structural Equation Modeling-Partial Least Squares (SEM-PLS) with SmartPLS 4. The findings indicate that confirmation positively affects perceived usefulness and satisfaction. Furthermore, perceived usefulness, satisfaction, and Bank Indonesia support positively influence QRIS continuance. Nevertheless, Bank Indonesia support does not significantly moderate the relationships between satisfaction and continuance or between perceived usefulness and continuance. These results imply that institutional support works more effectively as a direct driver of continuance than merely as a factor that strengthens users' psychological evaluations. The originality of this study lies in integrating ECM with Bank Indonesia support in the context of regulator-assisted MSMEs in a regional digital payment ecosystem.

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Journal Info

Abbrev

alkharaj

Publisher

Subject

Economics, Econometrics & Finance

Description

Al-Kharaj, Journal of Islamic Economic and Business is peer-reviewed journal published by program studi ekonomi syariah , Institut Agama Islam Negeri (IAIN) Palopo. Al-Kharaj focus on the research of Islamic Economic and Business. The aims of this journal is to explore and develop economic related ...