Impact of Personalization and Consumer Trust on Purchase Intentions (Case Study of Social Media Marketing in the Fashion Industry)
Abstract
This study examines how consumer trust and customization affect purchase intentions in the context of fashion industry social media marketing. 400 respondents who frequently interact with fashion businesses on social media platforms provided data for the study using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings show that customer trust and purchasing intentions are significantly enhanced by customisation. Furthermore, the relationship between personalization and purchase intentions is partially mediated by consumer trust, indicating that customized marketing tactics work better when trust is built. According to the R-squared values, personalization has a moderate to significant explanatory power, accounting for 27.3% of the variation in customer trust and 42.1% of the variation in buy intentions when combined with trust. These results demonstrate how important trust-building and tailored content are to increasing customer involvement and influencing purchase decisions in social media marketing. Fashion firms looking to improve their social media strategies will benefit greatly from the study's insightful findings, which highlight the need for openness, customer-centric customisation, and building trust to increase purchase intentions.
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References
Ameen, N., Hosany, S., & Paul, J. (2022). The personalisation-privacy paradox: Consumer interaction with smart technologies and shopping mall loyalty. Computers in Human Behavior, 126, 106976.
Ayuni, P., & Ahmadi Bi Rahmani, N. (2023). The Influence of Agent Competence and Trust on Customer Loyalty to Sharia Life Insurance (Study at PT. Prudential Life Assurance Binjai Branch. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 6(2), 682-701. https://doi.org/10.31538/iijse.v6i2.3325
Chang, V., Baudier, P., Zhang, H., Xu, Q., Zhang, J., & Arami, M. (2020). How Blockchain can impact financial services–The overview, challenges and recommendations from expert interviewees. Technological Forecasting and Social Change, 158, 120166.
Davis, J. H., Schoorman, F. D., & Donaldson, L. (1997). Toward a stewardship theory of management. Academy of Management Review, 22(1), 20–47.
Dhruv, G., Roggeveen, A. L., & Nordfält, J. (2017). The future of retailing. Journal of Retailing, 93(1), 1–6.
Dong, W., Pan, D., & Kim, S. (2024). Exploring the integration of IoT and Generative AI in English language education: Smart tools for personalized learning experiences. Journal of Computational Science, 82, 102397.
Dwivedi, Y. K., Kapoor, K. K., & Chen, H. (2015). Social media marketing and advertising. The Marketing Review, 15(3), 289–309.
Fishbein, M., & Ajzen, I. (1977). Belief, attitude, intention, and behavior: An introduction to theory and research.
Gefen, D., Karahanna, E., & Straub, D. W. (2003). Trust and TAM in online shopping: An integrated model. MIS Quarterly, 51–90.
Ghazali, I., Abdul-Rashid, S. H., Md Dawal, S. Z., Aoyama, H., Sakundarini, N., Ho, F. H., & Herawan, S. G. (2021). Green product preferences considering cultural influences: a comparison study between Malaysia and Indonesia. Management of Environmental Quality: An International Journal, 32(5), 1040–1063.
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/https://doi.org/10.1108/EBR-11-2018-0203
Hidayat, M. T., Rohman, A., Busro, B., & Ferdiansyah, M. (2024). The Influence of Promotion on the Public’s Interest in Becoming Customers at KSPPS BMT NU Branch Karang Penang. Malacca: Journal of Management and Business Development, 1(1), 15–22. https://doi.org/10.69965/malacca.v1i1.49
Hollebeek, L. D., & Macky, K. (2019). Digital content marketing’s role in fostering consumer engagement, trust, and value: Framework, fundamental propositions, and implications. Journal of Interactive Marketing, 45(1), 27–41.
Isbahi, M. B. (2023). Factors Influencing Purchase Behavior: Consumer Interest, Price, and Product Quality (Literature Review HRM). Danadyaksa: Post Modern Economy Journal, 1(1), 18–36. https://doi.org/10.69965/danadyaksa.v1i1.6
Jain, P., & Aggarwal, K. (2020). Transforming marketing with artificial intelligence. International Research Journal of Engineering and Technology, 7(7), 3964–3976.
Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59–68.
Kim, A. J., & Ko, E. (2012). Do social media marketing activities enhance customer equity? An empirical study of luxury fashion brand. Journal of Business Research, 65(10), 1480–1486.
Laroche, M., Bergeron, J., & Barbaro‐Forleo, G. (2001). Targeting consumers who are willing to pay more for environmentally friendly products. Journal of Consumer Marketing, 18(6), 503–520.
Lou, C., & Yuan, S. (2019). Influencer marketing: How message value and credibility affect consumer trust of branded content on social media. Journal of Interactive Advertising, 19(1), 58–73.
McKnight, D. H., Choudhury, V., & Kacmar, C. (2002). The impact of initial consumer trust on intentions to transact with a web site: a trust building model. The Journal of Strategic Information Systems, 11(3–4), 297–323.
Morgan, R. M. (1994). The commitment-trust theory of relationship marketing. Journal of Marketing.
Nisa, S. K., & Dwijayanti, R. (2022). Pengaruh Online Customer Review dan Online Customer Rating Terhadap Minat Beli Produk Fashion di Marketplace Shopee ( Studi Pada Mahasiswa Fakultas Ekonomika & Bisnis Universitas Negeri Surabaya ). Jurnal Ekonomi, Manajemen Pariwisata Dan Perhotelan, 1(2), 148–156.
Pappas, I. O., Kourouthanassis, P. E., Giannakos, M. N., & Chrissikopoulos, V. (2016). Explaining online shopping behavior with fsQCA: The role of cognitive and affective perceptions. Journal of Business Research, 69(2), 794–803.
Pappas, I. O., Kourouthanassis, P. E., Giannakos, M. N., & Chrissikopoulos, V. (2017). Sense and sensibility in personalized e‐commerce: How emotions rebalance the purchase intentions of persuaded customers. Psychology & Marketing, 34(10), 972–986.
Rosyid, M. A. ., Zuana, M. M. M. ., & Muawanah, M. (2023). The Influence of Halal Labels and Electronic Word of Mouth (E-WOM) on Purchase Decisions of Food and Beverage Products on the Shopee Online Site. Majapahit Journal of Islamic Finance and Management, 3(1), 15–31. https://doi.org/10.31538/mjifm.v3i1.34
Shabbir, M. Q., Khan, A. A., & Khan, S. R. (2017). Brand Loyalty Brand Image and Brand Equity: the Mediating Role of Brand Awareness. International Journal of Innovation and Applied Studies, 19(2), 416–423.
Sokolova, K., & Kefi, H. (2020). Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. Journal of Retailing and Consumer Services, 53, 101742.
Syarif, A., Parno, P., Komariah, K., & Yuliani, I. (2023). Customer Loyalty in Islamic Bank during the COVID-19 Outbreak: The Mediating Role of Trust and Satisfaction. Journal of Economics, Business, and Accountancy Ventura, 26(2), 236–248.
Tam, K. Y., & Ho, S. Y. (2005). Web personalization as a persuasion strategy: An elaboration likelihood model perspective. Information Systems Research, 16(3), 271–291.
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