Measuring the mediating role of e-trust in the relationship between e-service quality and e-loyalty on gen Z users of the shopee Apps
Nazmi Ahmad Martio · Mugiono · Wahdiyat Moko
International Journal of Research in Business and Social Science · 2023 · Vol. 12 / Issue 8 · 24-32
Publication metrics
External links open provider records or DOI searches. Provider counts are not combined. Mendeley readership measures saves, not citations.
Dimensions
Live provider badge. If unavailable, use the Dimensions link above.
Observed 21 Oct 2026, 07:22 UTC
Observed 21 Oct 2026 07:22 UTC
OpenAlex and Mendeley observations refresh on article visits, at most once per 24 hours. Unavailable data is not zero. Google Scholar opens a DOI search.
Citations received by this article, grouped by the year of the citing work. Crossref and OpenAlex lifetime totals remain separate in Publication metrics.
2017–2026 Annual history last updated:
Citations received
OpenAlex · year of the citing work
Hover over a year or focus the chart and use arrow keys to inspect values.
2017–2026 annual-history window. 2026 is year to date. Unknown years have gaps.
View data & coverage
2026 is incomplete. Within a successfully fetched ten-year window, omitted years mean zero. Years beyond a saved observation’s window remain unknown (—). Older citations are excluded, so this chart’s sum may differ from the OpenAlex lifetime total. The date above belongs to this annual history; an unsuccessful refresh keeps the previous observation.
Abstract
This study aims to investigate the effect of e-service quality, e-trust, and e-loyalty on Shopee application users Gen Z in Malang. This observation demographic consists of Shopee application users in Malang City, which is included in the Z generation. This research is included in the category of explanatory research using a quantitative approach. Primary data is obtained from the facts collected by sending questionnaires to 150 respondents who have used the Shopee application, as well as using the Gform application to distribute data. Data analysis using partial least squares (SEM-PLS) 3.3 software to test the validity, reliability, path analysis, and testing of mediation variables. The findings of this study indicate that e-service quality has a positive effect and directly affects e-loyalty. The direct effect of e-service quality on e-trust also has a positive and significant influence. The findings of this study also show that e-trust can mediate the influence of e-service quality on e-loyalty. Conclusion In the results of this study, it is expected that the Shopee e-commerce application will continue to be able to improve the quality of goods and services to the maximum, which is useful for attracting customers to be loyal. Increasing e-service quality provided by service providers, especially e-commerce, will affect customer loyalty and encourage repeated use of applications.
Authors & affiliations
Nazmi Ahmad Martio
Affiliation not supplied
Mugiono
Affiliation not supplied
Wahdiyat Moko
Affiliation not supplied
Deposited references
Supplied references, not a list of publications citing this article.
DOI: 10.4018/JECO.2021040102
DOI: 10.28945/4661
Al-ma’aitah, M., & Al-Hashem, A. O. (2019). The role of E-trust in achieving E-loyalty: An exploratory study on jordanian customers using shopping websites. Journal of Theoretical and Applied Information Technology, 97, 1488–1499.
DOI: 10.1108/BFJ-08-2020-0755
Batuhan GEÇ?T, B., & Ta?kin, E. (2020). The Effect of Value and Service Perceptions on Customer Loyalty for Electronic Commerce Sites; Mediator Role of Satisfaction and Trust. Business Management Dynamics, 10(05), 1–12.
DOI: 10.21776/ub.profit.2020.014.01.1
DOI: 10.9734/ajeba/2021/v21i1630483
DOI: 10.1080/14783360902781923
DOI: 10.2307/249008
DOI: 10.1016/j.ijinfomgt.2020.102168
Eid, M. I. (2011). Determinants of e-commerce customer satisfaction, trust, and loyalty in Saudi Arabia. Journal of Electronic Commerce Research, 12(1), 78–93.
Emamdin, M., & Singh, J. (2021). Role of E-trust , E-loyalty , and E-satisfaction on Online Buying Behaviour among Millennials in Kuala Lumpur , Malaysia. January.
Garrett, J. (2011). The Elements of User Experience: User-Centered Design for the Web and Beyond. New Rider.
Ghozali, I. (2021). Partial Least Squares Konsep, Teknik dan Aplikasi Menggunakan Program SmartPLS 3.2.9 (3th Editio). Fakultas Ekonomika dan Bisnis Universitas Diponegoro.
Gull, S., Tanvir, A., Zaidi, K. S., & Mehmood, Z. (2020). A mediation analysis of e-service quality and e-loyalty in Pakistani e-commerce sector. Journal of the Research Society of Pakistan, 57(2), 66–73.
DOI: 10.1108/EBR-10-2013-0128
DOI: 10.47750/cibg.2021.27.03.090
DOI: 10.1080/0267257X.2022.2085315
Juhria, A., Meinitasari, N., Iqbal Fauzi, F., Yusuf, A., & Ekonomi Bisnis Universitas Singaperbangsa, F. (2021). Pengaruh E-Service Quality Terhadap Kepuasan Pelanggan Di Aplikassi E-Commerce Shopee. Jurnalmanajemen, 13(1), 55–62.
DOI: 10.1016/j.chb.2020.106608
DOI: 10.1108/SAJBS-01-2019-0016
Kotler, P., & Armstrong, G. (2018). Principles of Marketing,. In L. Albelli (Ed.), Pearson (Seventeent). Pearson.
DOI: 10.14419/ijet.v7i4.44.26870
DOI: 10.3390/su12156240
DOI: 10.1016/j.caeo.2020.100015
Othman, A. K., Faizah, L., Hassan, A., Anuar, M., Ibrahim, M., Saripin, M. S., Sazatul, N., Sapuan, A., Alam, S., & Roslan, Z. N. (2019). Factors That Influence Customer Loyalty in Using E-Commerce. Journal of Islamic Management Studies, 2(2), 43–58.
DOI: 10.5267/j.msl.2020.4.036
DOI: 10.24018/ejbmr.2022.7.2.1297
DOI: 10.2979/eservicej.10.1.02
Putra, Y. A., & Syah, T. Y. (2021). the Influence of the Self-Service Technology , Service Quality , and E-Relationship Quality on E-Loyalty. Journal of Interactive Marketing, 4(08), 37–43.
DOI: 10.14710/jiab.2020.28803
DOI: 10.1038/s41467-020-20817-6
DOI: 10.4067/S0718-18762019000100102
DOI: 10.4067/S0718-18762018000100103
DOI: 10.1177/0092070300281014
DOI: 10.20525/ijrbs.v11i6.1971
Statista. (2022). Retail e-commerce sales worldwide from 2014 to 2026.
DOI: 10.1016/j.intmar.2019.03.004
DOI: 10.5539/ijef.v4n3p105
DOI: 10.17549/gbfr.2019.24.3.29
DOI: 10.1108/IJQSS-03-2019-0047
DOI: 10.1007/s11277-018-5488-9
DOI: 10.24843/EEB.2021.v10.i02.p06
Yaqub, R. M. S., Halim, F., & Shehzad, A. (2019). the Effect of E-Service Quality and Service Quality of Gojek With the Mediating Role of Customer Satisfaction on Customer Loyalty. Pakistan Journal of Commerce and Social Sciences, 13(1), 62–94.
DOI: 10.1016/j.techfore.2021.120820
DOI: 10.3390/bs13070563
DOI: 10.1016/j.sbspro.2016.07.153