The Influence of Service Features and Technology Acceptance in BSI Mobile Banking on Customer Loyalty: The Mediating Role of Satisfaction

Authors

  • Meisya Rizki Aurelia Universitas Kutai Kartanegara
  • Nilam Anggar Sari Universitas Kutai Kartanegara
  • Setiati Setiati Universitas Kutai Kartanegara

DOI:

https://doi.org/10.29408/jpek.v10i1.34021

Keywords:

Service Features, Perceived Ease of Use, Perceived Usefulness, Customer Loyalty, Satisfaction, BSI Mobile Banking

Abstract

This study aims to analyze the effect of service features and technology acceptance on customer loyalty with satisfaction as a mediating variable among BSI mobile banking users at Kutai Kartanegara University. The research approach used a descriptive quantitative method with 190 respondents obtained through accidental sampling using a 1–5 point Likert scale. Data analysis was performed using SmartPLS software version 4.1.1.6. Customer satisfaction was found to be positively and significantly affected by service features, perceived ease of use, and perceived usefulness. However, perceived ease of use and perceived usefulness do not directly affect customer loyalty, but are mediated by satisfaction. These findings confirm that satisfaction is a key factor that bridges the influence of service features and technology acceptance on customer loyalty. Therefore, improving the quality of digital features and optimizing the benefits of technology need to be directed at strengthening satisfaction in order to create sustainable loyalty to the use of BSI mobile banking.

References

Anugrah, F. T. (2020). Effect of Promotion and Ease of Use on Customer Satisfaction and Loyalty on OVO Application Users. Quantitative Economics and Management Studies (QEMS), 1(2), 44–50. https://doi.org/10.35877/454RI.qems1177

Ayu, C., Dewi, M., & Sanica, I. G. (2023). Peran Kepuasan dalam Memediasi Fitur Layanan dan Penerimaan Teknologi Mobile Banking BNI Terhadap Loyalitas Nasabah. JPEK (Jurnal Pendidikan Ekonomi Dan Kewirausahaan), 7(2), 484–496. https://doi.org/10.29408/jpek.v7i2.20299

Bashar, A., Wasiq, M., Nyagadza, B., & Maziriri, E. T. (2024). Emerging trends in social media marketing: a retrospective review using data mining and bibliometric analysis. Future Business Journal, 10(23). https://doi.org/10.1186/s43093-024-00308-6

Chawla, D., & Joshi, H. (2017). Consumer perspectives about mobile banking adoption in India – a cluster analysis. International Journal of Bank Marketing, 35(4). https://doi.org/10.1108/IJBM-03-2016-0037

Chikazhe, L., Makanyeza, C., & Chigunhah, B. (2021). Understanding mediators and moderators of the effect of customer satisfaction on loyalty. Cogent Business & Management, 8(1), 1–19. https://doi.org/10.1080/23311975.2021.1922127

Chotisarn, N., & Phuthong, T. (2025). Impact of artificial intelligence-enabled service attributes on customer satisfaction and loyalty in chain hotels : Evidence from coastal tourism destinations in western Thailand. Social Sciences & Humanities Open, 11, 101306. https://doi.org/10.1016/j.ssaho.2025.101306

Consuegra, D. M., Molina, A., & Esteban, A. (2007). An integrated model of price, satisfaction and loyalty : an empirical analysis in the service sector. Journal of Product & Brand Management, 16(7), 459–468. https://doi.org/10.1108/10610420710834913

Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. Management Information Systems Research Center, University of Minnesota, 13(3), 319–340. https://doi.org/10.2307/249008

Gabriella Santoso, & Ruslim, T. S. (2024). Influencing Factors On BCA Mobile Customer Loyalty: Mediating Role Of Customer Satisfaction. Jurnal Ekonomi, 29(1), 1–20. https://doi.org/10.24912/je.v29i1.1902

Hair, J. F., Hair, J., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. In Springer International Publishing. https://doi.org/https://doi.org/10.1007/978-3-030-80519-7

Hasan, A., Hasan, A. M., & Dahlan, A. (2025). Impression management , satisfaction level and banking image towards customer loyalty of Islamic bank in Indonesia Keyword s. Humanities and Social Sciences Letters, 13(4), 1398–1413. https://doi.org/10.18488/73.v13i4.4503

He, Y., Chen, Q., & Kitkuakul, S. (2018). Regulatory focus and technology acceptance : Perceived ease of use and usefulness as efficacy. Cogent Business & Management, 5(1), 1459006. https://doi.org/10.1080/23311975.2018.1459006

Hikaru, D., Purba, J. T., Budiono, S., Rajagukguk, W., & Adirinekso, G. P. (2021). Measurement of Brand Image , Price , Promotion , Ease of Use and Satisfaction to Customer Loyalty of on line Transportation in Urban Area. Proceedings of the International Conference on Industrial Engineering and Operations Management, 1243–1254.

Ho, H., Han, S. M., Cha, J., & Pham, L. (2025). Mobile Banking Customer Satisfaction and Loyalty: The Roles of Technology Readiness. Journal of Risk and Financial Management, 18(7), 0–23. https://doi.org/10.3390/jrfm18070403

Iriawan, M. R., & Oktaviana, U. K. (2025). The Influence of Customer Perceptions, Service Features, and Security on Mobile Banking Customer Satisfaction at Indonesian Sharia Banks in Malang City. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 8(3), 10657–10672. https://doi.org/10.31538/iijse.v8i3.7300

Khairawati, S. (2020). Effect of customer loyalty program on customer satisfaction and its impact on customer loyalty. Research in Business & Social Science, 9(1), 15–23. https://doi.org/10.20525/ijrbs.v9il.603

Kim, L., & Jindabot, T. (2021). KEY DETERMINANTS ON SWITCHING INTENTION IN CAMBODIAN BANKING MARKET. ABAC Journal, 41(2), 204–222.

Kim, L., Jindabot, T., & Yeo, S. F. (2024). Understanding customer loyalty in banking industry: A systematic review and meta analysis. Heliyon, 10. https://doi.org/10.1016/j.heliyon.2024.e36619

Londa, D. R., Worang, F. G., & Arie, F. V. (2022). THE INFLUENCE OF PERCEIVED CREDIBILITY , PERCEIVED EASE OF USE , AND PERCEIVED USEFULNESS TOWARD CUSTOMER SATISFACTION IN USING BSGTOUCH. Jurnal EMBA, 10(4), 934–945.

Mamun, M. A. Al, Tanchangya, T., Rahman, M. A., Hasan, M. M., Islam, N., & Yeamin, B. (2025). Measuring the influence of FinTech innovation towards consumers ’ attitude : Moderating role of perceived usefulness. Sustainable Futures, 10, 100885. https://doi.org/10.1016/j.sftr.2025.100885

Maryanto, R. H., & Kaihatu, T. S. (2021). Customer Loyalty as an Impact of Perceived Usefulness to Grab Users , Mediated by Customer Satisfaction and Moderated by Perceived Ease of Use. Binus Business Review, 12(March), 31–39. https://doi.org/10.21512/bbr.v12i1.6293

Masrek, M. N., Halim, M. S. A., Khan, A., & Ramli, I. (2018). THE IMPACT OF PERCEIVED CREDIBILITY AND PERCEIVED QUALITY ON TRUST AND SATISFACTION IN MOBILE BANKING CONTEXT. Asian Economic and Financial Review, 8(7), 1013–1025. https://doi.org/10.18488/journal.aefr.2018.87.1013.1025

Maurin, P., Tanjung, W., Rahayu, S., & Widjaja, F. N. (2025). The Influence of Website Design , Reliability , and Perceived Ease of Use on E-Retention through the Mediating Roles of E-Trust and E-Satisfaction. Almana : Jurnal Manajemen Dan Bisnis, 9(3), 511–525. https://doi.org/10.36555/almana.v9i3.

Meileny, F., & Wijaksana, T. I. (2020). Pengaruh Persepsi Manfaat, Persepsi Kemudahan, Fitur Layanan dan Kepercayaan terhadap Tingkat Kepuasan Pelanggan Linkaja di indonesia. 4(2), 200–210.

Metlo, M. Y., Hussain, N., Saqib, G., Phulpoto, K., & Abro, S. (2021). IMPACT OF MOBILE BANKING ON CUSTOMERS ’ SATISFACTION. International Journal of Management (IJM), 12(1), 1263–1271. https://doi.org/10.34218/IJM.12.1.2021.111

Mishra, A., Shukla, A., Rana, N. P., Currie, W. L., & Dwivedi, Y. K. (2023). Re-examining post-acceptance model of information systems continuance : A revised theoretical model using MASEM approach. International Journal of Information Management, 68, 102571. https://doi.org/10.1016/j.ijinfomgt.2022.102571

Mofokeng, T. E. (2025). Telematics and Informatics Reports Mechanisms of building customer loyalty : Mediation of customer satisfaction with online retailing in South Africa. Telematics and Informatics Reports, 20(September), 100262. https://doi.org/10.1016/j.teler.2025.100262

Morales-Perez, S., Garay-Tamajon, L. A., Corrons -Gimenez, A., & Pacheco-Bernal, C. (2022). The antecedents of entrepreneurial behaviour in the creation of platform economy initiatives : An analysis based on the decomposed theory of planned behaviour. Heliyon, 8. https://doi.org/10.1016/j.heliyon.2022.e11078

Narteh, B. (2013). Determinants of students’ loyalty in the Ghanaian banking industry. TQM Journal, 25(2), 153–169. https://doi.org/10.1108/17542731311299591

Nuralam, I. P., Yudiono, N., Fahmi, M. R. A., Yuliaji, E. S., & Hidayat, T. (2024). Perceived ease of use , perceived usefulness , and customer satisfaction as driving factors on repurchase intention : the perspective of the e-commerce market in Indonesia. Cogent Business & Management, 11(1). https://doi.org/10.1080/23311975.2024.2413376

Putra, A. A., & Hayuningtias, K. A. (2023). The Influence of Perceived Usefulness, Perceived Ease of Use, and Perceived Trust on Customer Satisfaction. Management Studies and Entrepreneurship Journal, 4(6), 6085–6094.

Putu, N., Winda, M., Wayan, N., & Suprapti, S. (2025). The Mediating Role of E-Satisfaction in The Influence of Perceived Ease of Use , Perceived Usefulness , and Product Quality on E- Loyalty ( A Study on Kopi Kenangan Application Users in Denpasar City ). International Research Journal of Management, IT & Social Sciences, 12(5), 405–419. https://doi.org/10.21744/irjmis.v12n4.2542

Qomarudin, R. W., & Fadhilla, H. N. (2025). PENGARUH PERCEIVED EASE OF USE , PERCEIVED USEFULNESS , DAN CUSTOMER SATISFACTION TERHADAP REPURCHASE INTENTION PADA PENGGUNA TOKOPEDIA. Jurnal Manajemen Terapan Dan Keuangan (Mankeu), 14(03), 1559–1574.

Rachman, A., & Hidayat, R. (2024). Pengaruh persepsi kegunaan terhadap loyalitas konsumen melalui kepuasan konsumen di indonesia. MODUS, 36(2), 143–159.

Rahman, H. (2013). Customer Satisfaction and Loyalty: A Case Study from the Banking Sector. Central European Business Review, 2(4), 15–23. https://doi.org/10.18267/j.cebr.60

Rifky, A. M., & Setiawan, P. Y. (2025). The mediating role of customer satisfaction in the influence of perceived usefulness, perceived ease of use on reuse intention : A study of iSeller POS in Denpasar City. International Journal of Economic Perspectives, 19(12), 69–83. https://doi.org/10.21744/irjmis.v12n4.2532

Ru-zhue, J., Rakangthong, N. K., Kim, L., Nupueng, S., & Issayeva, G. (2025). Electronic Banking Ease of Use , Usefulness , Value , and Innovation Influencing Customer Satisfaction. International Journal of Asian Business and Information Management, 16(1), 1–18. https://doi.org/10.4018/IJABIM.370562

Sangadji, E. M., & Sopiah, S. (2014). Perilaku Konsumen, Pendekatan Praktis Disertai: Himpunan Jurnal Penelitian. Andi Publisher. https://books.google.co.id/books?id=6esNEQAAQBAJ

Saputra, A. M., Maihani, S., & Rizkina, A. (2025). DIGITAL SERVICE EXPERIENCE MODERATING SATISFACTION ON LOYALTY : GENERATIONAL COMPARISON IN INDONESIAN FASHION MSMEs. Business Review and Case Studies, 6(3), 408–422. https://doi.org/10.17358/brcs.6.3.408

Shalsabilah, N. A., & Firmansyah, F. (2023). The Influence of Content Marketing and Product Knowledge on Generation Z Purchase Intention in Using Bank Syariah Indonesia services. Ecogen Journal, 6(3), 317–328. https://doi.org/10.24036/jmpe.y6j3.14837

Shankar, A., Jebarajakirthy, C., & Ashaduzzaman, M. (2020). How do electronic word of mouth practices contribute to mobile banking adoption? Journal of Retailing and Consumer Services, 52, 101920. https://doi.org/10.1016/j.jretconser.2019.101920

Tahar, A., Riyadh, H. A., Sofyani, H., & Purnomo, W. E. (2020). Perceived Ease of Use, Perceived Usefulness, Perceived Security and Intention to Use E-Filing: The Role of Technology Readiness. Journal of Asian Finance, Economics and Business, 7(9), 537–547. https://doi.org/10.13106/JAFEB.2020.VOL7.NO9.537

Teeroovengadum, V. (2020). Service quality dimensions as predictors of customer satisfaction and loyalty in the banking industry : moderating e ffects of gender. European Business Review, 34(1), 1–19. https://doi.org/10.1108/EBR-10-2019-0270

Venkatakrishnan, J., Alagiriswamy, R., & Parayitam, S. (2022). Web design and trust as moderators in the relationship between e-service quality, customer satisfaction and customer loyalty. TQM Journal. https://doi.org/10.1108/TQM-10-2022-0298

Wilson, N., Keni, K., & Tan, P. H. P. (2021). The Role of Perceived Usefulness and Perceived Ease-of-Use Toward Satisfaction and Trust which Influence Computer Consumers ’ Loyalty in China. Gadjah Mada International Journal of Business, 23(3), 262–294.

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Published

2026-04-12