Building Customer Loyalty in Digital Commerce: The Roles of Electronic Trust, E-CRM, and Customer Satisfaction
DOI:
https://doi.org/10.61987/jemr.v5i5.3011Keywords:
Electronic Trust, E-CRM, Customer LoyaltyAbstract
This study aims to analyze the effects of electronic trust and Electronic Customer Relationship Management (E-CRM) on customer loyalty through customer satisfaction among Generation Z Shopee users. This study employed a quantitative approach with a causal associative survey design. Data were collected through an online questionnaire using a five-point Likert scale from 217 Generation Z respondents who had made purchases on Shopee within the previous six months. The respondents were selected using non-probability sampling with a purposive sampling technique. Data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4. The results indicate that electronic trust and E-CRM have positive and significant effects on customer satisfaction and customer loyalty. Customer satisfaction also has a positive and significant effect on customer loyalty. Furthermore, customer satisfaction significantly mediates the effects of electronic trust and E-CRM on customer loyalty. These findings imply that strengthening transaction security, improving digital service quality, and implementing effective customer relationship management can enhance customer satisfaction and loyalty among Generation Z users. The findings provide practical insights for e-commerce platforms in developing strategies to build trust, strengthen customer relationships, and foster long-term customer loyalty.
References
Afinia, S., & Tjahjaningsih, E. (2024). Customer Satisfaction’s Influence on Repurchase Intention in Indonesia’s E-Commerce Sector. Jurnal Informatika Ekonomi Bisnis, 6, 634–639. https://doi.org/10.37034/infeb.v6i3.948
Al-Kfairy, M., Shuhaiber, A., Al-Khatib, A. W., Alrabaee, S., & Khaddaj, S. (2024). Understanding Trust Drivers of S-Commerce. Heliyon, 10(1), e23332. https://doi.org/10.1016/j.heliyon.2023.e23332
Al-Kharabsheh, A. (2024). The Effect of Customer Relationship Management on Customer Satisfaction Performance in the Hotel Industry in Jordan. Innovative Marketing, 20(4), 134–145. https://doi.org/10.21511/im.20(4).2024.12
Ashiq, R., & Hussain, A. (2024). Exploring the Effects of E-Service Quality and E-Trust on Consumers’ E-Satisfaction and E-Loyalty: Insights from Online Shoppers in Pakistan. Journal of Electronic Business & Digital Economics, 3(2), 117–141. https://doi.org/10.1108/JEBDE-09-2023-0019
Cardoso, A., Gabriel, M., Figueiredo, J., Oliveira, I., Rêgo, R., Silva, R., Oliveira, M., & Meirinhos, G. (2022). Trust and Loyalty in Building the Brand Relationship with the Customer: Empirical Analysis in a Retail Chain in Northern Brazil. Journal of Open Innovation: Technology, Market, and Complexity, 8(3), 109. https://doi.org/10.3390/joitmc8030109
Ellyawati, J., & Clara, C. C. (2025). Strategy to Increase Customer Loyalty Through Customer Experience, Trust, and Brand Image: Testing Satisfaction as a Mediator. Journal of Economics, Finance and Management Studies, 8(8), 5735–5746. https://doi.org/10.47191/jefms/v8-i8-66
Fadere, A. O., Akinnubi, O. P., & Ogbaini, C. A. (2024). Transforming Learning: The Role of School-Related Factors in Student Achievement. Indonesian Journal of Education and Social Studies, 3(1), 12–22. https://doi.org/10.33650/ijess.v3i1.8170
Fernando, G. P., David, P. C., & Sergio, A. B. (2023). Effect of Service Experience, Engagement and Satisfaction on the Future Intentions of Customers of Sports Services. Heliyon, 9(7), e17850. https://doi.org/10.1016/j.heliyon.2023.e17850
Fuad, E., & Abdullah, Z. (2025). Data Analytics of E-CRM Technology: Its Impact on Customer Experience, Satisfaction, Trust, and Loyalty in E-Commerce. Journal of Information System and Technology Management, 10(39), 209–224. https://doi.org/10.35631/JISTM.1039014
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (3rd ed.). SAGE Publications.
Handhita, S. G., & Wilujeng, I. P. (2023). The Role of E-Trust as Mediating Variable on Predicting the Effect of Website Design Quality and Online Reviews on Online Booking Intention. In Proceedings of the International Conference on Business, Information, and Technology. Atlantis Press. https://doi.org/10.2991/978-94-6463-302-3
Hussen, B. T., & Onia, S. I. (2024). Enhancing the Quality of Education Through Effective Governance in Higher Education. Indonesian Journal of Education and Social Studies, 3(2), 73–85. https://doi.org/10.33650/ijess.v3i2.8908
Kumar, P., & Usman, M. U. (2024). Analyzing the Application of UTAUT2 Model in Predicting the Adoption of Electronic Shopping in Nigeria. Indian Journal of Marketing, 54(3), 61–81. https://doi.org/10.17010/ijom/2024/v54/i3/170942
Lam, T. N. (2023). Key Factors Shaping Customers’ Satisfaction and Reuse Intentions: An Extensive Systematic Review. TEM Journal, 12(4). https://doi.org/10.18421/TEM124
Magatef, S., Al-Okaily, M., Ashour, L., & Abuhussein, T. (2023). The Impact of Electronic Customer Relationship Management Strategies on Customer Loyalty: A Mediated Model. Journal of Open Innovation: Technology, Market, and Complexity, 9(4), 100149. https://doi.org/10.1016/j.joitmc.2023.100149
Masiaga, N. R., Worang, F. G., & Mandagie, Y. (2022). Analysis of the Effect of Security and Trust on Customer Satisfaction in Manado City Who Shops Online at Lazada.com. Jurnal EMBA, 10(2), 900–910. https://doi.org/10.35794/emba.v10i2.40476
Mofokeng, T. E. (2023). Antecedents of Trust and Customer Loyalty in Online Shopping: The Moderating Effects of Online Shopping Experience and E-Shopping Spending. Heliyon, 9(5), e16182. https://doi.org/10.1016/j.heliyon.2023.e16182
Mokha, A. K., & Kumar, P. (2022). Examining the Interconnections Between E-CRM, Customer Experience, Customer Satisfaction and Customer Loyalty: A Mediation Approach. Journal of Electronic Commerce in Organizations, 20(1). https://doi.org/10.4018/JECO.292474
Mubarok, E. S., Subarjo, B., Raihan, R., & Wiwin, W. (2023). Determinants of Customer Satisfaction and Loyalty Waroeng Steak Restaurant in DKI Jakarta. Cogent Business & Management, 10(3), 1–20. https://doi.org/10.1080/23311975.2023.2282739
Nazhifa, N., Malini, H., & Afifah, N. (2024). Influence of User Experience, Product Innovation, and Customer Relationship Management on Word of Mouth With Customer Satisfaction as a Mediating Role in U Digital Provider. Journal of Management Science (JMAS), 7(1), 223–231. https://doi.org/10.35870/jmik.v5i2.843
Nurjannah, N., Erwina, E., Basalamah, J., & Syahnur, M. H. (2022). The Impact of E-CRM and Customer Experience on E-Commerce Consumer Loyalty Through Satisfaction in Indonesia. MIX: Jurnal Ilmiah Manajemen, 12(1), 56–68. https://doi.org/10.22441/jurnal_mix.2022.v12i1.005
Pereira, M. de S., de Castro, B. S., Cordeiro, B. A., de Castro, B. S., Peixoto, M. G. M., da Silva, E. C. M., & Gonçalves, M. C. (2025). Factors of Customer Loyalty and Retention in the Digital Environment. Journal of Theoretical and Applied Electronic Commerce Research, 20(2), 71. https://doi.org/10.3390/jtaer20020071
Pratama, D. R., Febrian, A., Wiryawan, D., & Husna, N. (2024). The Effect of Electronic Service Quality on Increasing Customer Loyalty with a Focus on Adding Diverse Product Segments. Journal of Economics, Business, and Accountancy Ventura, 26(3), 323–336. https://doi.org/10.14414/jebav.v26i3.3722
Rahmawati, A., & Ramli, A. H. (2024). E-Trust, Perceived Ease of Use, E-Satisfaction and E-Loyalty for Users of the TikTok Shop Application. Jurnal Ilmiah Manajemen Kesatuan, 12(1), 279–294. https://doi.org/10.37641/jimkes.v12i1.2209
Syaifullah, M. H., Pebrianti, W., Afifah, N., Jaya, A., & Tanjungpura, U. (2024). The Influence of Electronic Customer Relationship Management on Customer Loyalty with Customer Satisfaction and Customer Experience as Mediation. Jurnal Ekonomi, 13(1), 215–227. https://doi.org/10.54209/ekonomi.v13i01
Tekle, K. (2023). The Effect of Customer Relationship Management on Market Performance: A Mediating Model. International Journal of Interdisciplinary Cultural Studies, 9(2), 1–15. https://doi.org/10.21203/rs.3.rs-3777195/v1
Wijaya, I., & Pandjaitan, R. H. (2023). The Effect of E-Satisfaction and E-Trust Towards E-Loyalty on Shopee Customers in Bandar Lampung. International Journal of Scientific Multidisciplinary Research, 1(4), 257–266. https://doi.org/10.55927/ijsmr.v1i4.3950
Younis, K. K., & Zeebaree, S. R. M. (2025). The Evolution of Consumer Trust in E-Commerce: Exploring Digital Strategies for Enhanced Loyalty. Asian Journal of Research in Computer Science, 18(3), 295–313. https://doi.org/10.9734/ajrcos/2025/v18i3594
Yunus, M., Saputra, J., & Muhammad, Z. (2022). Digital Marketing, Online Trust and Online Purchase Intention of E-Commerce Customers: Mediating the Role of Customer Relationship Management. International Journal of Data and Network Science, 6(3), 935–944. https://doi.org/10.5267/j.ijdns.2022.2.003
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