Faktor yang mempengaruhi adopsi dengan mediasi peran intention to use mandiri mobile banking di Surabaya

Dimaz Brahmantyo Hari Pratama Putra, Basuki Rachmat


This study was aimed to determine the effect of the perceived usefulness, perceived ease of use, perceived Trust, Social Influence, perceived risk, and Perceived Security on Adoption, with the Mediation Role of Intention to Use Mobile banking by Bank Mandiri Customers in Surabaya. This is a quantitative research with survey approach with the sample of 180 respondents. They were taken from from Bank Mandiri customers in Surabaya who have used Mobile banking services. The data were analyzed and the hypotheses were tested using the structural equation model method with the Smart-PLS program. The result showed that each of Perceived Usefulness, Perceived Ease of Use, Perceived Trust, Social Influence, Perceived risk, and Perceived Security had a significant effect on Intention to Use. Meanwhile, Intention to Use has a significant effect on Adoption. Each independent variables, namely Perceived Usefulness, Perceived Ease of Use, Perceived Trust, Social Influence, Perceived risk, and Perceived Security toward Adoption is mediated by Intention to Use. It can be implied that the important role of Intention to Use Mobile banking which must be continuously encouraged by Bank Mandiri. Intention to Use can push effect of Perceived Usefulness, Perceived Ease of Use, Perceived Trust, Social Influence, Perceived risk, and Perceived Security on Mobile banking Adoption at Bank Mandiri in Surabaya. 


Intention to use, Adoption, Mobile banking.

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Anouze, A. L. M., & Alamro, A. S. (2020). Factors Affecting Intention to Use E-Banking in Jordan. International Journal of Bank Marketing, 38(1), 86–112. https://doi.org/10.1108/IJBM-10-2018-0271

Farah, M. F., Hasni, M. J. S., & Abbas, A. K. (2018). Mobile-banking Adoption: Empirical Evidence from the Banking Sector in Pakistan. International Journal of Bank Marketing, 36(7), 1386–1413. https://doi.org/10.1108/IJBM-10-2017-0215

Ghozali, I., & Latan, H. (2015). Partial Least Squares, Konsep, Teknik, dan Aplikasi Menggunakan Program SmartPLS 3.2.9 untuk Peneliti. In Universitas Diponegoro (Vol. 3).

Hajiyev, J., & Chang, C.-T. (2017). Gen Y Members’ Mobile Banking Adoption Intention and Actual Use in Azerbaijan and Turkey: The Technology Acceptance Model and Social Cognitive Theory Approach. Journal of Internet Banking and Commerce, 22(S7). 1-33. http://www.icommercecentral.com

Hassan, H. E., & Wood, V. R. (2020). Does Country Culture Influence Consumers’ Perceptions Toward Mobile Banking? A Comparison Between Egypt and the United States. Telematics and Informatics, 46. https://doi.org/10.1016/j.tele.2019.101312

Jahan, I., Bala, T., Kamrul, &, & Bhuiyan, H. (2020). Determinants of Consumer’s Intention to use Mobile Banking Services in Bangladesh Determinants of Consumer’s Intention to use Mobile Banking Services in Bangladesh. Global Journal of Management and Business Research: A Administration and Management, 20(4), 30-44.

Malaquias, R. F., & Hwang, Y. (2019). Mobile Banking Use: A Comparative Study with Brazilian and U.S. Participants. International Journal of Information Management, 44, 132–140. https://doi.org/10.1016/j.ijinfomgt.2018.10.004

Mandrata, M. I., & Sutarso, Y. (2019). Pengaruh Kegunaan, Kesesuaian, Keuntungan Relatif, Motivasi Hedonik Dan Risiko Yang Dirasakan Terhadap Penggunaan Mobile Banking Bank Mandiri SurabayaYang Dimediasi Niat Perilaku Nasabah. Journal of Business & Banking, 9(1). https://doi.org/10.14414/jbb.v9i1.1501

Muñoz-Leiva, F., Climent-Climent, S., & Liébana-Cabanillas, F. (2017). Determinantes de la intención de uso de las aplicaciones de banca para móviles: una extensión del modelo TAM clásico. Spanish Journal of Marketing - ESIC, 21(1), 25–38. https://doi.org/10.1016/j.sjme.2016.12.001

Oentario, Y., Harianto, A., & Irawati, J. (2017). Pengaruh Usefulness, Ease of Use, Risk terhadap Intentionto Buy Online Patisserie Melalui Consumer Attitude Berbasis Media Sosial di Surabaya. Jurnal Manajemen Pemasaran, 11(1). https://doi.org/10.9744/pemasaran.11.1.26-31

Rachmat, M. A. W. B. (2011). Factors Determining Acceptance Level of Internet Banking Implementation. Journal of Economics, Business and Accountancy Ventura, 14(2). 161-174.

Rehman, Z. U., Omar, S. S. B., Zabri, S. B. M., & Lohana, S. (2019). Mobile Banking Adoption and Its Determinants in Malaysia. International Journal of Innovative Technology and Exploring Engineering, 9(1), 4231–4239. https://doi.org/10.35940/ijitee.L3015.119119

Salimon, M. G., Yusoff, R. Z. bin, & Mohd Mokhtar, S. S. (2017). The Mediating Role of Hedonic Motivation on the Relationship Between Adoption of E-Banking and Its Determinants. International Journal of Bank Marketing, 35(4), 558–582. https://doi.org/10.1108/IJBM-05-2016-0060

Sitorus, H. M., Govindaraju, R., Wiratmadja, I. I., & Sudirman, I. (2016). Technology Adoption: An Interaction Perspective. IOP Conference Series: Materials Science and Engineering, 114(1). https://doi.org/10.1088/1757-899X/114/1/012080

Sugiyono. (2015). Metode Penelitian dan Pengembangan Pendekatan Kualitatif, Kuantitatif, dan R&D. Alfabeta. Bandung.

Suryani, T. (2013). Perilaku Konsumen di Era Internet: Implikasinya pada Strategi Pemasaran. Graha Ilmu. Yogyakarta.

Trinh, H. N., Tran, H. H., & Vuong, D. H. Q. (2020). Determinants of Consumers’ Intention to Use Credit Card: A Perspective of Multifaceted Perceived Risk. Asian Journal of Economics and Banking, 4(3), 105–120. https://doi.org/10.1108/ajeb-06-2020-0018.

DOI: http://dx.doi.org/10.14414/jbb.v11i2.2795


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