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ID Nailah Muzdalifah GP

Abstract

This study aims to examine the effects of perceived usefulness and perceived ease of use on customer loyalty in the use of QRIS payment systems within online transportation services, while considering the mediating roles of customer satisfaction and trust among Generation Z users. A survey method was employed, with data collected through an online questionnaire distributed to Generation Z users of QRIS payment systems in online transportation services. A total of 409 valid responses were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4 software. The findings reveal that perceived usefulness has a positive and significant effect on customer satisfaction and trust, while perceived ease of use positively and significantly influences perceived usefulness, customer satisfaction, and trust. Furthermore, customer satisfaction and trust were found to have positive and significant effects on customer loyalty. However, perceived usefulness and perceived ease of use did not exhibit significant direct effects on customer loyalty. The mediation analysis further indicates that customer satisfaction and trust fully mediate the relationships between perceived usefulness, perceived ease of use, and customer loyalty. This study contributes to the advancement of the Technology Acceptance Model (TAM) by providing empirical evidence on how customer loyalty toward QRIS payment systems is developed through satisfaction and trust mechanisms in the context of online transportation services.

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How to Cite
Muzdalifah GP, N. (2026). Understanding Customer Loyalty in QRIS Payment Systems: The Mediating Roles of Satisfaction and Trust Among Generation Z Users of Online Transportation Services. Accounting and Management Journal, 10(1), 85–103. https://doi.org/10.33086/amj.v10i1.8966
Section
Articles
Customer Loyalty , Customer Satisfaction, Perceived Ease of Use, Perceived Usefulness, Trust

References

Agarwal, S., & Chua, Y. H. (2020). FinTech and household finance: a review of the empirical literature. China Finance Review International, 10(4), 361–376. https://doi.org/10.1108/CFRI-03-2020-0024

Ajina, A. S., Joudeh, J. M. M., Ali, N. N., Zamil, A. M., & Hashem, T. N. (2023). The effect of mobile-wallet service dimensions on customer satisfaction and loyalty: An empirical study. Cogent Business and Management, 10(2). https://doi.org/10.1080/23311975.2023.2229544

Amelia, R., & Simanjuntak, M. (2024). The role of perceived usefulness, social influence, data security, and consumer trust toward satisfaction of telemedicine. Malaysian Journal of Consumer and Family Economics, 33, 126–156. https://doi.org/10.60016/majcafe.v33.05

Amin, M., Rezaei, S., & Abolghasemi, M. (2014). User satisfaction with mobile websites: The impact of perceived usefulness (PU), perceived ease of use (PEOU), and trust. Nankai Business Review International, 5(3), 258–274. https://doi.org/10.1108/NBRI-01-2014-0005

Ashfaq, M., Yun, J., Waheed, A., Khan, M. S., & Farrukh, M. (2019). Customers’ expectation, satisfaction, and repurchase intention of used products online: Empirical evidence from China. SAGE Open, 9(2). https://doi.org/10.1177/2158244019846212

Bhat, J. R., AlQahtani, S. A., & Nekovee, M. (2023). FinTech enablers, use cases, and role of future internet of things. Journal of King Saud University - Computer and Information Sciences, 35(1), 87–101. https://doi.org/10.1016/j.jksuci.2022.08.033

Chen, F., Jiang, G., & Xiao, J. J. (2023). Mobile payment use and payment satisfaction: Mediation and moderation analyses. International Journal of Bank Marketing, 41(4), 727–748. https://doi.org/10.1108/IJBM-09-2022-0406

Daud, A., & Razak, M. (2018). Impact of customer trust toward loyalty: The mediating role of perceived usefulness and satisfaction. Journal of the Academy of Business and Retail Management, 13. www.jbrmr.com

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340.

Garepasha, A., Aali, S., Bafandeh Zendeh, A. R., & Iranzadeh, S. (2021). Relationship dynamics in customer loyalty to online banking services. Journal of Islamic Marketing, 12(4), 830–863. https://doi.org/10.1108/JIMA-09-2019-0183

Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 27(1), 51–90. https://doi.org/10.2307/30036519

George, A., & Kumar, G. S. G. (2013). Antecedents of customer satisfaction in internet banking: Technology Acceptance Model (TAM) redefined. Global Business Review, 14(4), 627–638. https://doi.org/10.1177/0972150913501602

Haikal, E. K., Mohammed Freihat, S., Homsi, A., Joudeh, J. M., & Hashem, T. N. (2020). The role of supply chain strategy and affiliate marketing in increasing the demand for e-commerce-social media POV. International Journal of Supply Chain Management, 9(1).

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate Data Analysis (7th ed.). Pearson Education.

Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Kaur, B., Kaur, J., Pandey, S. K., & Joshi, S. (2023). E-service quality: Development and validation of the scale. Global Business Review, 24(5), 953–971. https://doi.org/10.1177/0972150920920452

Keni, K. (2020). How perceived usefulness and perceived ease of use affecting intent to repurchase? Jurnal Manajemen, 24(3), 481. https://doi.org/10.24912/jm.v24i3.680

Kenyta, C. (2022). Analysis of the effect of perceived usefulness, perceived ease of use, and trust of security on customer loyalty through customer satisfaction on the OVO application. International Journal of Review Management Business and Entrepreneurship, 2(2), 14–25. https://doi.org/10.37715/rmbe.v2i2.3347

Kotler, P., & Keller, K. L. (2016). Marketing Management (15th ed.). Pearson Education.

Latif, K. F., Bunce, L., & Ahmad, M. S. (2021). How can universities improve student loyalty? The roles of university social responsibility, service quality, and customer satisfaction and trust. International Journal of Educational Management, 35(4), 815–829. https://doi.org/10.1108/IJEM-11-2020-0524

Malhan, S., Mewafarosh, R., & Agnihotri, S. (2023). The role of artificial intelligence constructs of perceived usefulness and perceived ease-of-use towards satisfaction and trust, which influence consumers’ loyalty and repurchase intention of sports shoes in India. International Journal of Computer Information Systems and Industrial Management Applications, 15.

Morgan, R. M., & Hunt, S. D. (1994). The commitment-trust theory of relationship marketing. Journal of Marketing, 58(3), 20. https://doi.org/10.2307/1252308

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 and Management, 11(1). https://doi.org/10.1080/23311975.2024.2413376

Oliver, R. L. (1999). Whence consumer loyalty? Journal of Marketing, 63, 33. https://doi.org/10.2307/1252099

Orrange, S., Patel, A., Mack, W. J., & Cassetta, J. (2021). Patient satisfaction and trust in telemedicine during the COVID-19 pandemic: Retrospective observational study. JMIR Human Factors, 8(2). https://doi.org/10.2196/28589

Pasaman, K. A., & Hutauruk, Y. G. (2025). Indonesia Millennial and Gen Z Report 2025.

Peng, Y., Yin, P., Deng, Z., & Wang, R. (2020). Patient–physician interaction and trust in online health community: The role of perceived usefulness of health information and services. International Journal of Environmental Research and Public Health, 17(1). https://doi.org/10.3390/ijerph17010139

Sitorus, T., & Yustisia, M. (2018). The influence of service quality and customer trust toward customer loyalty: The role of customer satisfaction. International Journal for Quality Research, 12(3), 639–654. https://doi.org/10.18421/IJQR12.03-06

Wilson, N. (2019). The impact of perceived usefulness and perceived ease-of-use toward repurchase intention in the Indonesian e-commerce industry. Jurnal Manajemen Indonesia, 19(3), 241–249. https://doi.org/10.25124/jmi.v19i3.2412

Wilson, N., Keni, K., Henriette, P., & Tan, 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.

Nailah Muzdalifah GP, Politeknik Negeri Bandung