Main Article Content
Abstract
This study aims to analyze the effects of psychological trust and service innovation on user satisfaction with the BRImo mobile banking application, with Perceived of usefulness serving as a mediating variable. Psychological trust is defined as users’ confidence in the security, reliability, and integrity of the application system, while service innovation refers to users’ perceptions of feature updates, service creativity, and the application’s ability to adapt to their needs.This research employs a quantitative approach by developing an extended Technology Acceptance Model (TAM). Data were collected through an online survey of 200 active BRImo users and analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM). The results indicate that psychological trust and service innovation have positive and significant effects on Perceived of usefulness. Perceived of usefulness also has a significant effect on user satisfaction. Furthermore, Perceived of usefulness partially mediates the relationship between psychological trust and user satisfaction, but does not mediate the relationship between service innovation and user satisfaction. These findings suggest that BRImo user satisfaction is influenced not only by the functional benefits of the application but also by users’ trust in system security and the directly experienced innovative features. Practically, this study highlights the importance of strengthening system security and reliability, as well as continuously developing service innovations to enhance mobile banking user satisfaction in Indonesia. Theoretically, this study enriches the development of TAM by integrating psychological and innovative factors within the context of digital banking.
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References
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- Cheng, W., Yang, J., Wu, X., Zhang, T., & Yin, Z. (2024). A quantitative study on factors influencing user satisfaction of micro-mobility in China in the post-sharing era. Sustainability, 16(4), 1637. https://doi.org/10.3390/su16041637
- Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003. https://doi.org/10.1287/mnsc.35.8.982
- Farisdam, A., & Sugiarto, A. (2015). Pengaruh persepsi kemudahan, persepsi manfaat, dan persepsi kepercayaan terhadap kepuasan nasabah menggunakan aplikasi BRImo. Journal of Multidisciplinary Inquiry in Science, Technology and Educational Research, 2(4), 4313–4324.
- Afdillah, F. Y., & Mahmud, M. (2023). Pengaruh kualitas layanan, risiko yang dirasakan, dan kepercayaan terhadap niat perilaku menggunakan aplikasi BRImo. Jurnal Akuntansi, Ekonomi dan Manajemen Bisnis, 3(1), 1–9. https://doi.org/10.55606/jaemb.v3i1.872
- Hair, J. F., & Ringle, C. M. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer. https://doi.org/10.1007/978-3-030-80519-7
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- Hamid, R. S. (2020). Niat konsumen menggunakan transportasi ride-hailing di tengah pandemi COVID-19. Jurnal Manajemen Teknologi, 19(3), 266–289. https://doi.org/10.12695/jmt.2020.19.3.6
- Latan, H. (2015). Partial least squares: Konsep, teknik, dan aplikasi menggunakan SmartPLS 3.0. Badan Penerbit Universitas Diponegoro.
- Mandiri, A., Yanto, E., & Metekohy, E. (2021). Pengaruh kualitas layanan dan kepercayaan terhadap kepuasan nasabah dalam menggunakan BRImo. Account, 8(1), 1423–1430. https://doi.org/10.32722/acc.v8i1.3874
- Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
- Monika, R., Mariah, M., & Zaenal, F. R. (2024). Pengaruh inovasi layanan teknologi aplikasi BRImo dan kualitas layanan customer service terhadap kepuasan nasabah. Malomo: Jurnal Manajemen dan Akuntansi, 2(1), 64–76. https://e-jurnal.nobel.ac.id/index.php/malomo/article/view/4524
- Nguyen, G. D., & Dao, T. H. T. (2024). Factors influencing continuance intention to use mobile banking: An extended expectation-confirmation model with moderating role of trust. Humanities and Social Sciences Communications, 11(1). https://doi.org/10.1057/s41599-024-02778-z
- Nguyen, H. M., Ho, T. K. T., & Ngo, T. T. (2024). The impact of service innovation on customer satisfaction and customer loyalty: A case in Vietnamese retail banks. Future Business Journal, 10(1), 1–15.
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- Parera, I. A. C., & Harsoyo, T. D. (2025). Pengaruh fitur layanan, persepsi manfaat, dan kemudahan penggunaan terhadap kepuasan pengguna aplikasi BRImo. SAKOLA: Journal of Sains Cooperative Learning and Law, 2(1), 438–447. https://doi.org/10.57235/sakola.v2i1.5724
- Rachma, M., Junaidi, J., & Anwar, S. M. (2026). The role of satisfaction in enhancing customer loyalty in Islamic mobile banking services of Bank Syariah Indonesia. Golden Ratio of Mapping Idea and Literature Format, 6(2), 1325–1336. https://doi.org/10.52970/grmilf.v6i2.1866
- Risher, J., & Hair, J. F. (2017). The robustness of PLS across disciplines. Academy of Business Journal, 1, 47–55.
- Sa’idah, A. F. (2023). Pengaruh manfaat, kepercayaan, dan kemudahan terhadap kepuasan nasabah menggunakan mobile banking pada masa pandemi (Undergraduate thesis). Universitas Islam Negeri Kiai Achmad Siddiq Jember.
- Shafira, A. S., Sunindyo, A., & Kusuma, S. Y. (2023). Pengaruh kemudahan, keamanan, manfaat, dan kepercayaan terhadap kepuasan nasabah dalam menggunakan BRImo. Jurnal Ilmiah Research and Development Student, 1(2), 62–74. https://doi.org/10.59024/jis.v1i2.318
- Velastegui-Hernández, R., Melo-Fiallos, D., Mayorga-Ases, M., Hernández-Del-Salto, S., Manobanda-Tenelema, E., & Garcia, M. V. (2024). Perceived quality of service in tourist transportation. Sustainability, 16(17), 7245. https://doi.org/10.3390/su16177245
- Wijatmoko, N. A. P., Mirati, R. E., & Purwaningrum, E. (2025). Pengaruh persepsi kegunaan, kemudahan, dan kualitas layanan pada mobile banking BRImo terhadap kepuasan nasabah. Indonesian Journal of Economy, Business, Entrepreneurship and Finance, 5(1), 48–60. https://doi.org/10.53067/ijebef.v5i1.222
- Yunanto, M., & Medyawati, H. (2024). Determining interest in using mobile banking applications in the Greater Jakarta. Journal of Economics, Finance and Accounting Studies, 6(3), 46–54. https://doi.org/10.32996/jefas.2024.6.3.6
References
Apaua, R., & Lallie, H. S. (2022). Measuring user perceived security of mobile banking applications. arXiv. http://arxiv.org/abs/2201.03052
Cheng, W., Yang, J., Wu, X., Zhang, T., & Yin, Z. (2024). A quantitative study on factors influencing user satisfaction of micro-mobility in China in the post-sharing era. Sustainability, 16(4), 1637. https://doi.org/10.3390/su16041637
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003. https://doi.org/10.1287/mnsc.35.8.982
Farisdam, A., & Sugiarto, A. (2015). Pengaruh persepsi kemudahan, persepsi manfaat, dan persepsi kepercayaan terhadap kepuasan nasabah menggunakan aplikasi BRImo. Journal of Multidisciplinary Inquiry in Science, Technology and Educational Research, 2(4), 4313–4324.
Afdillah, F. Y., & Mahmud, M. (2023). Pengaruh kualitas layanan, risiko yang dirasakan, dan kepercayaan terhadap niat perilaku menggunakan aplikasi BRImo. Jurnal Akuntansi, Ekonomi dan Manajemen Bisnis, 3(1), 1–9. https://doi.org/10.55606/jaemb.v3i1.872
Hair, J. F., & Ringle, C. M. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer. https://doi.org/10.1007/978-3-030-80519-7
Hair, J. F., Sarstedt, M., Ringle, C. M., & Mena, J. A. (2012). An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the Academy of Marketing Science, 40(3), 414–433. https://doi.org/10.1007/s11747-011-0261-6
Hamid, R. S. (2020). Niat konsumen menggunakan transportasi ride-hailing di tengah pandemi COVID-19. Jurnal Manajemen Teknologi, 19(3), 266–289. https://doi.org/10.12695/jmt.2020.19.3.6
Latan, H. (2015). Partial least squares: Konsep, teknik, dan aplikasi menggunakan SmartPLS 3.0. Badan Penerbit Universitas Diponegoro.
Mandiri, A., Yanto, E., & Metekohy, E. (2021). Pengaruh kualitas layanan dan kepercayaan terhadap kepuasan nasabah dalam menggunakan BRImo. Account, 8(1), 1423–1430. https://doi.org/10.32722/acc.v8i1.3874
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Monika, R., Mariah, M., & Zaenal, F. R. (2024). Pengaruh inovasi layanan teknologi aplikasi BRImo dan kualitas layanan customer service terhadap kepuasan nasabah. Malomo: Jurnal Manajemen dan Akuntansi, 2(1), 64–76. https://e-jurnal.nobel.ac.id/index.php/malomo/article/view/4524
Nguyen, G. D., & Dao, T. H. T. (2024). Factors influencing continuance intention to use mobile banking: An extended expectation-confirmation model with moderating role of trust. Humanities and Social Sciences Communications, 11(1). https://doi.org/10.1057/s41599-024-02778-z
Nguyen, H. M., Ho, T. K. T., & Ngo, T. T. (2024). The impact of service innovation on customer satisfaction and customer loyalty: A case in Vietnamese retail banks. Future Business Journal, 10(1), 1–15.
https://doi.org/10.1186/s43093-024-00354-0
Parera, I. A. C., & Harsoyo, T. D. (2025). Pengaruh fitur layanan, persepsi manfaat, dan kemudahan penggunaan terhadap kepuasan pengguna aplikasi BRImo. SAKOLA: Journal of Sains Cooperative Learning and Law, 2(1), 438–447. https://doi.org/10.57235/sakola.v2i1.5724
Rachma, M., Junaidi, J., & Anwar, S. M. (2026). The role of satisfaction in enhancing customer loyalty in Islamic mobile banking services of Bank Syariah Indonesia. Golden Ratio of Mapping Idea and Literature Format, 6(2), 1325–1336. https://doi.org/10.52970/grmilf.v6i2.1866
Risher, J., & Hair, J. F. (2017). The robustness of PLS across disciplines. Academy of Business Journal, 1, 47–55.
Sa’idah, A. F. (2023). Pengaruh manfaat, kepercayaan, dan kemudahan terhadap kepuasan nasabah menggunakan mobile banking pada masa pandemi (Undergraduate thesis). Universitas Islam Negeri Kiai Achmad Siddiq Jember.
Shafira, A. S., Sunindyo, A., & Kusuma, S. Y. (2023). Pengaruh kemudahan, keamanan, manfaat, dan kepercayaan terhadap kepuasan nasabah dalam menggunakan BRImo. Jurnal Ilmiah Research and Development Student, 1(2), 62–74. https://doi.org/10.59024/jis.v1i2.318
Velastegui-Hernández, R., Melo-Fiallos, D., Mayorga-Ases, M., Hernández-Del-Salto, S., Manobanda-Tenelema, E., & Garcia, M. V. (2024). Perceived quality of service in tourist transportation. Sustainability, 16(17), 7245. https://doi.org/10.3390/su16177245
Wijatmoko, N. A. P., Mirati, R. E., & Purwaningrum, E. (2025). Pengaruh persepsi kegunaan, kemudahan, dan kualitas layanan pada mobile banking BRImo terhadap kepuasan nasabah. Indonesian Journal of Economy, Business, Entrepreneurship and Finance, 5(1), 48–60. https://doi.org/10.53067/ijebef.v5i1.222
Yunanto, M., & Medyawati, H. (2024). Determining interest in using mobile banking applications in the Greater Jakarta. Journal of Economics, Finance and Accounting Studies, 6(3), 46–54. https://doi.org/10.32996/jefas.2024.6.3.6