Logistics Factors Influencing Customer Trust and Satisfaction: An Online Clothing Retailer’s Perspective
Keywords:
E-commerce, Logistics, Customer Trust, Customer Satisfaction, Online Clothing RetailersAbstract
The growth of e-commerce in Thailand's online clothing sector has transformed the market, with individual retailers emerging as key players. However, logistics service quality remains a major obstacle impacting customer trust and satisfaction, especially for sellers on platforms like Facebook, LINE, TikTok, Lazada, and Shopee. This study investigates the relationships among logistics service quality, delivery performance, price transparency, customer trust, and customer satisfaction. Utilizing a quantitative approach, data were collected from 420 active online clothing sellers and analyzed using Structural Equation Modeling (SEM). The results reveal that service quality, delivery performance, and price transparency all have significant positive effects on customer trust, with service quality exhibiting the strongest influence (β = .394). Furthermore, customer trust itself is a strong direct predictor of customer satisfaction (β = .589) and acts as a full mediator between the logistics factors and satisfaction. The model explains a substantial portion of the variance, accounting for 38.4% in customer trust and 34.7% in customer satisfaction. These findings underscore the critical importance of prioritizing trust-building through operational excellence and transparent communication to enhance customer satisfaction and foster long-term loyalty for online clothing retailers in Thailand.
References
Al-Madhagy, T. H., Alzubaidi, M. S., and Hamed, A. M. (2023). Investigating the impact of customer satisfaction, trust, and quality of services on the acceptance of delivery services companies and related applications in Omani context. International Journal of Data and Network Science, 7(2), 351–362.
Al-Mu’ani, L., Al-Momani, M. M., Amayreh, A., Aladwan, S. I., and Al-Rahmi, W. M. (2024). The effect of logistics and policy service quality on customer trust, satisfaction, and loyalty in quick commerce: A multigroup analysis of generation Y and generation Z. Uncertain Supply Chain Management, 12, 1417–1432. https://doi.org/10.5267/j.uscm.2024.4.009
Budari, P. P., Djatmiko, B. A., and Kusumawati, A. (2024). Analysis of customer satisfaction level on service, price, and word of mouth. Jurnal Ilmu Manajemen (JIM), 12(2), 273–281.
Dündar, S., and Öztürk, Y. (2020). The effect of on-time delivery on customer satisfaction and loyalty in channel integration. International Journal of Supply Chain Management, 9(6), 762–770.
Emiliana, R., and Efawati, Y. (2025). Strengthening e-commerce customer satisfaction through delivery service transparency. International Journal Administration, Business and Organization, 6(1), 112–124. https://doi.org/10.61242/ijabo.25.350
Fong Shi Kang, A. K. C., Tanakinjal, G. H., Boniface, B., Gukang, A. S., and Lubang, L. A. (2023). Price, service quality, customer trust and safety influence towards customer satisfaction on online transportation. Labuan Bulletin of International Business and Finance, 21(1), 78–90.
Hair, J. F., Black, W. C., Babin, B. J., and Anderson, R. E. (2014). Multivariate data analysis. 7th ed. Pearson.
Jusufbašić, A., and Stević, Ž. (2023). Measuring logistics service quality using the SERVQUAL model. Journal of Intelligent Management Decision, 2(1), 1–10. https://doi.org/10.56578/jimd020101
Kline, R. B. (2015). Principles and practice of structural equation modeling. 4th ed. Guilford Press.
Malau, H., and Sitanggang, J. K. F. (2024). The impact of trust and service quality on customer loyalty in e-commerce. JPPI (Jurnal Penelitian Pendidikan Indonesia), 10(3), 366–373. https://doi.org/10.29210/020244031
Nation Thailand. (2025, July 14). Thai e commerce hits 1 trillion baht milestone amid TikTok shopping boom. Nation Thailand. [Online]. Retrived from: https://www.nationthailand.com/business/ economy/40052525
Nguyen, N. T. V., Nguyen, M. K., and Tran, M. N. (2025). Evaluating the impact of supply chain factors on customer satisfaction and loyalty in Vietnam. Journal of Distribution Science, 23(2), 51–61.
Parasuraman, A., Zeithaml, V. A., and Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12–40.
Patanasiri, A., and Siricharoen, W. V. (2016). Social media: How does it influence customers' purchasing decision?. The Proceedings of the International Conference on Business, Economics and Information Technology, 24–30. (in Thai)
Ratasuk, A., Naing, N. L., and Tantaworranart, P. (2025). Enhancing patient trust in Yangon’s private hospitals: Impact of service quality using SERVQUAL model on brand image. Journal of Humanities and Social Sciences, University of the Thai Chamber of Commerce, 45(2), 1–14. (in Thai)
Rizal, N. F., and Idris, S. (2024). Measurement of customers' satisfaction among e-commerce users towards the logistics service quality of courier service in Sabah. International Journal of Business, Economics and Law, 33(1), 101–106.
Rothenberger, S. (2015). Fairness through transparency: The influence of price transparency on consumer perceptions of price fairness [Working paper]. Université Libre de Bruxelles. https://ideas.repec.org/p/sol/wpaper/2013-234456.html
Schumacker, R. E., and Lomax, R. G. (2016). A beginner’s guide to structural equation modeling 4th ed. Routledge.
Wang, Y., and Jotikasthira, N. (2023). A quantitative study of the impact of supply chain management on customer satisfaction. Frontiers in Business, Economics and Management, 12(3), 285–290.
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