The Role of Personalization and Online Store Trust on Purchase Intention Mediated by Customer Satisfaction
DOI:
https://doi.org/10.47709/ijmdsa.v4i3.6544Keywords:
Personalization, Trust, Customer Satisfaction, Online Purchase Intention, E-commerceAbstract
This study explores the relationships between personalization, trust, customer satisfaction, and online purchase intention in e-commerce. As online shopping continues to grow, understanding the factors that drive consumer behavior becomes increasingly important for businesses seeking to improve their digital marketing strategies. The objective of this research is to examine how personalization and trust influence customer satisfaction and purchase intention, with a focus on the mediating role of customer satisfaction. Using Structural Equation Modeling (SEM), the study analyzes data from 173 buyers of a furniture retailer, CV Melindo Jember. The results reveal that both personalization and trust positively influence customer satisfaction, which, in turn, significantly impacts online purchase intention. Personalization was found to enhance customer satisfaction, and trust played a critical role in shaping both satisfaction and purchase intention. The study further demonstrates that customer satisfaction mediates the relationship between personalization, trust, and purchase intention. These findings have practical implications for e-commerce businesses, highlighting the importance of personalization strategies and trust-building measures in improving customer experiences and boosting sales. The research contributes to the understanding of consumer behavior in online shopping, providing actionable insights for businesses to increase purchase intention. However, further research is needed to explore these relationships in other industries and geographical regions, as well as to consider other potential mediators or moderators of the consumer decision-making process.
References
Abigail, J., Sari, V. P., & Saputra, D. (2024). The Influence of Product Quality and Online Shopping Experience (OSE) on Consumer Loyalty Through Customer Satisfaction on Local Skincare Products. Procedia Computer Science, 234, 537–544. https://doi.org/10.1016/j.procs.2024.03.037
Ahmed, S., & Aziz, N. A. (2025). Impact of AI on Customer Experience in Video Streaming Services: A Focus on Personalization and Trust. International Journal of Human–Computer Interaction, 41(12), 7726–7745. https://doi.org/10.1080/10447318.2024.2400395
Beyari, H., & Hashem, T. (2025). The Role of Artificial Intelligence in Personalizing Social Media Marketing Strategies for Enhanced Customer Experience. Behavioral Sciences, 15(5), 700. https://doi.org/10.3390/bs15050700
Chen, C.-W. (2024). Utilizing a Hybrid Approach to Identify the Importance of Factors That Influence Consumer Decision-Making Behavior in Purchasing Sustainable Products. Sustainability, 16(11), 4432. https://doi.org/10.3390/su16114432
de Azambuja, G. M. P., Rodriguez Peña, G. A., & Vargas, E. G. T. (2023). The impact of customer engagement on customer happiness. Journal of Consumer Behaviour, 22(4), 1025–1041. https://doi.org/10.1002/cb.2147
Hamouda, M. (2021). Purchase intention through mobile applications: A customer experience lens. International Journal of Retail & Distribution Management, 49(10), 1464–1480. (world). https://doi.org/10.1108/IJRDM-09-2020-0369
Hassan, N., Abdelraouf, M., & El-Shihy, D. (2025). The moderating role of personalized recommendations in the trust–satisfaction–loyalty relationship: An empirical study of AI-driven e-commerce. Future Business Journal, 11(1), 66. https://doi.org/10.1186/s43093-025-00476-z
Khan, R. U., Salamzadeh, Y., Iqbal, Q., & Yang, S. (2022). The Impact of Customer Relationship Management and Company Reputation on Customer Loyalty: The Mediating Role of Customer Satisfaction. Journal of Relationship Marketing, 21(1), 1–26. https://doi.org/10.1080/15332667.2020.1840904
Krishna, B., Krishnan, S., & Sebastian, M. P. (2023). Understanding the process of building institutional trust among digital payment users through national cybersecurity commitment trustworthiness cues: A critical realist perspective. Information Technology & People, 38(2), 714–756. (world). https://doi.org/10.1108/ITP-05-2023-0434
Kumar, V., & Ayodeji, O. G. (2021). E-retail factors for customer activation and retention: An empirical study from Indian e-commerce customers. Journal of Retailing and Consumer Services, 59, 102399. https://doi.org/10.1016/j.jretconser.2020.102399
Lau, O., & Ki, C.-W. (Chloe). (2021). Can consumers’ gamified, personalized, and engaging experiences with VR fashion apps increase in-app purchase intention by fulfilling needs? Fashion and Textiles, 8(1), 36. https://doi.org/10.1186/s40691-021-00270-9
Li, Y., & Peng, Y. (2021). Influencer marketing: Purchase intention and its antecedents. Marketing Intelligence & Planning, 39(7), 960–978. (world). https://doi.org/10.1108/MIP-04-2021-0104
Marcos, A. M. B. de F., & Coelho, A. F. de M. (2021). Service quality, customer satisfaction and customer value: Holistic determinants of loyalty and word-of-mouth in services. The TQM Journal, 34(5), 957–978. (world). https://doi.org/10.1108/TQM-10-2020-0236
Miao, M., Jalees, T., Zaman, S. I., Khan, S., Hanif, N.-A., & Javed, M. K. (2021). The influence of e-customer satisfaction, e-trust and perceived value on consumer’s repurchase intention in B2C e-commerce segment. Asia Pacific Journal of Marketing and Logistics, 34(10), 2184–2206. (world). https://doi.org/10.1108/APJML-03-2021-0221
Nguyen, N. X., Tran, K., & Nguyen, T. A. (2021). Impact of Service Quality on In-Patients’ Satisfaction, Perceived Value, and Customer Loyalty: A Mixed-Methods Study from a Developing Country. Patient Preference and Adherence, 15, 2523–2538. https://doi.org/10.2147/PPA.S333586
Riegger, A.-S., Merfeld, K., Klein, J. F., & Henkel, S. (2022). Technology-enabled personalization: Impact of smart technology choice on consumer shopping behavior. Technological Forecasting and Social Change, 181, 121752. https://doi.org/10.1016/j.techfore.2022.121752
Rosário, A., & Raimundo, R. (2021). Consumer Marketing Strategy and E-Commerce in the Last Decade: A Literature Review. Journal of Theoretical and Applied Electronic Commerce Research, 16(7), 3003–3024. https://doi.org/10.3390/jtaer16070164
Soleimani, M. (2022). Buyers’ trust and mistrust in e-commerce platforms: A synthesizing literature review. Information Systems and E-Business Management, 20(1), 57–78. https://doi.org/10.1007/s10257-021-00545-0
Tran, V. D., & Nguyen, T. D. (2022). The impact of security, individuality, reputation, and consumer attitudes on purchase intention of online shopping: The evidence in Vietnam. Cogent Psychology, 9(1), 2035530. https://doi.org/10.1080/23311908.2022.2035530
Tzeng, S.-Y., Ertz, M., Jo, M.-S., & Sarigöllü, E. (2021). Factors affecting customer satisfaction on online shopping holiday. Marketing Intelligence & Planning, 39(4), 516–532. (world). https://doi.org/10.1108/MIP-08-2020-0346
Vashishth, T. K., Vikas, Sharma, K. K., Kumar, B., Chaudhary, S., & Panwar, R. (2024). Enhancing Customer Experience through AI-Enabled Content Personalization in E-Commerce Marketing. In Advances in Digital Marketing in the Era of Artificial Intelligence. CRC Press.
Wang, J., Shahzad, F., Ahmad, Z., Abdullah, M., & Hassan, N. M. (2022). Trust and Consumers’ Purchase Intention in a Social Commerce Platform: A Meta-Analytic Approach. SAGE Open, 12(2), 21582440221091262. https://doi.org/10.1177/21582440221091262
Zhong, Q., Zhou, L., Zhang, J., & Ji, T. (2025). The inverted U-shape of consumer reviews and conversion rates: The moderating role of store longevity and transaction volume on service-selling platforms. Journal of Retailing and Consumer Services, 82, 104063. https://doi.org/10.1016/j.jretconser.2024.104063
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