ShopeePay: How Security Perception and Ease of Use among Its Users Would Affect Loyalty through Trust in Pontianak
Abstract
This study aims to examine the influence of Security Perception and Ease of Use on Loyalty through Trust in choosing to conduct transactions using ShopeePay in Pontianak City. This research employs an associative method. The population in this study consists of all ShopeePay users domiciled in Pontianak City, with a sample size of 100 respondents determined using purposive sampling technique. The data analysis technique in this study uses Structural Equation Modeling (SEM) with the assistance of SmartPLS Version 3 software. The data testing in this study consists of testing the outer model and the inner model. Inner model testing includes tests for convergent and discriminant validity, Average Variance Extracted (AVE), and Reliability Testing. Meanwhile, outer model testing consists of R-Square testing, direct effect, and indirect effect testing. This research is motivated by the empirical gap concerning the role of trust as an intervening variable in the relationship between security perception and ease of use on user loyalty in digital payment services, where most previous studies have emphasized the direct influence of these two variables on loyalty. In Pontianak City, studies on ShopeePay that integrate trust as a mediating variable remain very limited. The novelty of this research lies in the finding of a full mediation model, in which security perception and ease of use significantly influence trust, trust significantly influences loyalty, yet neither security perception nor ease of use exerts a direct influence on loyalty. Theoretically, this research confirms the position of trust as a key determinant in building e-wallet user loyalty and enriches the development of the Technology Acceptance Model and loyalty within the context of financial technology at the regional level. Based on the direct effect analysis results, it is found that security perception and ease of use have a direct influence on trust, and trust subsequently has a direct influence on user loyalty. However, security perception and ease of use do not have a direct influence on loyalty. Furthermore, based on the indirect effect test results, it is known that both security perception and ease of use influence user loyalty through the mediating role of trust.
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References
Akhsan, K. F., & Firmialy, S. D. (2024). Analisis Pengaruh Dari Trust, Perceived Ease Of Use, Perceived Usefulness, Dan Relative Advantage Terhadap Continuance Intention (Studi Kasus Pada Aplikasi DANA). Jurnal Ekuilnomi, 6(2), 301–309. https://doi.org/10.36985/v0yp0r87
Apriliyanto, N., & Fauziah, A. F. (2024). Loyalitas Pengguna Platform E-Marketplace Berbasis E-Keamanan Dan Kepercayaan Sebagai Mediasi. Journal Economic Insights, 3(2), 179–187. https://doi.org/10.51792/jei.v3i2.142
Bandura, A. (1982). Self-efficacy mechanism in human agency. American Psychologist, 37 (2), 122-147.
Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13(5), 319–339. https://doi.org/10.2307/249008
Davis, F.D. (1993). User acceptance of information technology: system characteristics, user perceptions and behavioral impacts. International Journal of Man-Machine Studies, 38 (3), 475-487.
Desky, H., Murinda, R., & Razali, R. (2022). Pengaruh Persepsi Keamanan, Kualitas Informasi, Dan Kepercayaan Terhadap Keputusan Pembelian Online (Studi Kasus Pada Konsumen Shopee Di Kota Lhokseumawe). Owner: Riset dan Jurnal Akuntansi, 6(2), 1812–1829. https://doi.org/10.33395/owner.v6i2.772
Fahrudi, A. N. L. I., Rahimah, A., & Wahyuningtiyas, N. (2023). Pengaruh Persepsi Keamanan, Ketersediaan Fitur, Dan Norma Subjektif Terhadap Loyalitas Melalui Keputusan Penggunaan Mobile Banking. Jurnal Ilmu Manajemen (JIMMU), 8(2), 217–231. https://doi.org/10.33474/jimmu.v8i2.20677
Febrianti, F., Imantoro, J., & Ramadan, M. Z. (2025). Pengaruh Kualitas Layanan, Kemudahan Penggunaan, Dan Kepercayaan Terhadap Keputusan Pembelian Dengan Word Of Mouth Sebagai Variabel Intervening Pada Pengguna Shopee. Jurnal Manajemen Diversifikasi, 5(2), 516–531. https://doi.org/10.24127/diversifikasi.v5i2.4354
Firmansyah, A. (2018). Perilaku Konsumen (Sikap Dan Pemasaran). Qiara Media.
Fitriadi, R., & Nainggolan, N. P. (2025). Pengaruh Kemudahan Penggunaan, Persepsi Konsumen, Dan Kepercayaan Terhadap Loyalitas Pelanggan Pada Aplikasi Gofood Di Kota Batam. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 5(3), 1642–1655. https://doi.org/10.37481/jmeb.v5i3.1602
Hamid, R. S., & Anwar, S. M. (2019). Structural Equation Modeling (SEM) Berbasis Varian: Konsep Dasar Dan Aplikasi Dengan Program Smartpls 3.2.8 Dalam Riset Bisnis. PT Inkubator Penulis Indonesia.
Husain, F., Mansyur, S., Harris, S. N., Ardilla, F., & Sartika, S. (2025). Pengaruh Kemudahan Penggunaan Dan Keamanan Transaksi Terhadap Loyalitas Pengguna Dengan Kepuasan Pengguna Sebagai Variabel Mediasi Pada Platform E-Commerce Shopee. PENG: Jurnal Ekonomi dan Manajemen, 2(3), 3530–3545. https://doi.org/10.62710/m2wzzs23
Iffat, M. F., & Laksmi, A. C. (2023). Pengaruh Persepsi Manfaat, Kemudahan Penggunaan, Dan Risiko Terhadap Minat Menggunakan Dompet Elektronik. Dalam Proceeding of National Conference on Accounting & Finance (Vol. 5, hlm. 441–449). https://doi.org/10.20885/ncaf.vol5.art50
Irawati, Y. F., Ginting, G., & Priansa, D. J. (2025). Meningkatkan Loyalitas Pengguna Mobile Banking Bank BPD DIY Melalui Layanan, Kepercayaan, Dan Kemudahan Penggunaan. Jurnal Samudra Ekonomi dan Bisnis, 16(2), 441–455. https://doi.org/10.33059/jseb.v16i2.11120
Nazira, I., Bachri, N., Nurainun, N., & Muchsin, M. (2024). Determinasi Kepuasan Pengguna E-Wallet Pada Kalangan Mahasiswa. Jurnal Bisnis dan Kajian Strategi Manajemen, 8(1). https://doi.org/10.35308/jbkan.v8i1.9204
Ningrum, N. A., & Yudistria, Y. (2025). Pengaruh Kualitas Pengalaman, Kepercayaan, Dan Kepuasan Terhadap Keterlibatan Dan Loyalitas Pelanggan Pada Pengguna E-Wallet. MAMEN: Jurnal Manajemen, 4(4), 962–977. https://doi.org/10.55123/mamen.v4i4.6758
Nupus, H., Kartini, A., & Desiana, L. (2025). Pengaruh Cyber Crime Dan Persepsi Keamanan Terhadap Tingkat Kepercayaan Pengguna Produk E-Banking. Jurnal Semesta Ilmu Manajemen dan Ekonomi, 1(3), 102–116. https://doi.org/10.71417/j-sime.v1i3.202
Pebiyanti, E., Fauzi, A., Husniyyah, T., Tasia, S. I., Sutendi, Z., & Vitri, A. E. (2023). Pengaruh Kualitas Informasi, Persepsi Keamanan, Dan Persepsi Privasi Terhadap Kepercayaan Pengguna Belanja Online (Literature Review). Jurnal Ekonomi Manajemen Sistem Informasi, 4(5), 850–858. https://doi.org/10.31933/jemsi.v4i5
Raudatussyifa, A., & Rahmidani, R. (2025). Pengaruh Persepsi Kemudahan Penggunaan Dan Kepercayaan Terhadap Loyalitas Pengguna E-Wallet DANA Dengan Kepuasan Sebagai Variabel Intervening. Jurnal Economic Resource, 8(2), 1294–1307. https://doi.org/10.57178/jer.v8i2.1700
Rosani, C. R., Purwana, D., & Aditya, S. (2025). Pengaruh Persepsi Kemudahan Dan Persepsi Keamanan Terhadap Keputusan Pengguna E-Wallet OVO. CEMERLANG: Jurnal Manajemen dan Ekonomi Bisnis, 5(1), 238–260. https://doi.org/10.55606/cemerlang.v5i1.3503
Saribu, A. L. N. D., Sabrina, H., Syahrial, H., & Husman, H. C. P. (2024). Pengaruh Kepuasan, Kepercayaan, Dan Kemudahan Penggunaan Terhadap Loyalitas Pelanggan Pada Marketplace Shopee. Multidisciplinary Indonesian Center Journal, 1(1), 99–111. https://doi.org/10.62567/micjo.v1i1.13
Sari, M., & Wahyuni, E. (2022). Peran Kepercayaan Dan Kualitas Layanan Dalam Membentuk Loyalitas Pelanggan E-Commerce. Jurnal Ekonomi dan Bisnis, 10(2), 144–155.
Sugiyono. (2020). Metode Penelitian Kuantitatif, Kualitatif, Dan R&D. Alfabeta.
Sujarweni, V. W. (2019). Metodologi Penelitian Bisnis Dan Ekonomi. Pustaka Baru Press.
Susanto, D., Fadhilah, M., & Udayana, I. B. N. (2022). Pengaruh Persepsi Keamanan, Kualitas Informasi, Dan Kepercayaan Terhadap Keputusan Pembelian Online. Jurnal Ilmu Manajemen, 18(2), 89–97. https://doi.org/10.21831/jim.v18i2.43925
Tarissyaa, U., Maulana, C. Z., & Asrol, S. (2024). Pengaruh Kemudahan Transaksi, Variasi Fitur, Dan Keamanan Transaksi Terhadap Loyalitas Pelanggan E-Commerce Shopee. JISEF: Journal of International Sharia Economics and Financial, 3(2), 150–174. https://doi.org/10.62668/jisef.v3i2.1395
Toha, M., & Elbi, M. (2026). Rural Small and Medium Enterprises’ Access to Capital, Investment, and Long-Term Financial Health via the Green Economy. Nayaka: Management World Journal, 1(1), 33–51. Retrieved from https://nayaka.taslimmadayana.id/index.php/i/article/view/3
Wahono, T., & Lina Salim. (2026). Factors Influencing the Intention to Purchase Electric Cars in Jabodetabek. Nayaka: Management World Journal, 1(1), 1–22. Retrieved from https://nayaka.taslimmadayana.id/index.php/i/article/view/2
Wardhana, A. (2024). Consumer Behavior In The Digital Era 4.0. Eureka Media Aksara.
Wicaksono, S. R. (2022). Teori Dasar Technology Acceptance Model. CV Seribu Bintang.
Widiastuti, T. M., Adiba, F., & Anwariyah, L. R. (2024). Pengaruh Persepsi Keamanan Dan Kepercayaan Terhadap Loyalitas Pelanggan Uang Elektronik. Akses: Journal of Public & Business Administration Science, 6(2), 22–32. https://doi.org/10.58535/jasm.v6i2.52
Yusuf, A. M. Y., Purwana, D., & Fidhyallah, N. F. (2024). Pengaruh Kepercayaan Dan Kemudahan Penggunaan Terhadap Loyalitas Pengguna Aplikasi DANA. Jurnal Bisnis, Manajemen, dan Keuangan, 5(2), 196–209. https://doi.org/10.21009/jbmk.0502.03
Zamroni, M. A., Toha, M., Zuana, M. M. M., & Baiqun Isbahi, M. (2023). Exploring Zakat Distribution Via Blockchain in Indonesia Perspective of Maslahah Mursalah Wahbah Zuhaili. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 6(3), 3544-3555. https://doi.org/10.31538/iijse.v7i3.5821
Zhang, Y. (2024). Impact Of Perceived Privacy And Security In The TAM Model: The Perceived Trust As The Mediated Factors. International Journal of Information Management Data Insights, 4(2), 100270. https://doi.org/10.1016/j.jjimei.2024.100270
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