The Role of Perceived Risk in Moderating the Effects of Brand Image, E-WOM, and Brand Trust on Purchase Decision in Shopee Mall

Authors

  • Muh Asnawir BINUS Business School Master Program, Bina Nusantara University, Jakarta, Indonesia
  • Evi Rinawati Simanjuntak BINUS Business School Master Program, Bina Nusantara University, Jakarta, Indonesia

DOI:

https://doi.org/10.55681/jige.v6i3.3842

Keywords:

Brand Image, e-WOM, Brand Trust, Perceived Risk, Purchase Decision, Shopee Mall, Signaling Theory, Trust Theory, PLS-SEM

Abstract

This study aims to examine the moderating role of perceived risk in strengthening or weakening the influence of brand image, electronic word-of-mouth (e-WOM), and brand trust on consumer purchase decisions at Shopee Mall, as one of the largest marketplaces in Southeast Asia. The phenomenon of increasing online shopping amidst limited direct information and increasing information asymmetry requires a broader understanding of the psychological mechanisms in purchasing decision making. This study integrates four main theories: Signaling Theory, Trust Theory, Perceived Risk Theory, and Elaboration Likelihood Model (ELM) in one conceptual framework. Signaling Theory explains that brand image and e-WOM function as quality signals that reduce consumer uncertainty. Trust Theory positions brand trust as a psychological mechanism that bridges external signals and purchasing behavior. Perceived Risk Theory highlights that consumers consider potential losses subjectively in the context of online purchases. While ELM emphasizes that the formation of trust occurs through an elaborative process of external signals, especially in conditions of high involvement or risk. The research method used is quantitative with a survey approach to 447 Shopee Mall user respondents. Data analysis was conducted using Partial Least Squares Structural Equation Modeling (PLS-SEM) to test the direct effect, mediation by brand trust, and moderation by perceived risk. The results showed that brand image and e-WOM significantly influenced purchase decisions both directly and indirectly through brand trust. Perceived risk was shown to moderate the relationship between external signals and purchase decisions, but did not affect the influence of brand trust. These findings confirm that in the context of high-risk e-commerce, strong signals and brand trust are important factors in directing consumer decisions.

Downloads

Download data is not yet available.

References

Aaker, D. A. (1996). Building Strong Brands. Free Press.

Alam, M. I., Jobaid, M. I., & Miah, M. N. (2023). The dynamics among customer satisfaction, customer loyalty, and corporate image: A study on the banking sector of Bangladesh. International Journal of Business and Management Review, 11(3), 21–35.

Anastasiei, B., Dospinescu, N., & Balusescu, M. (2025). The moderating effect of perceived risk in online word-of-mouth influence on purchase intention. Journal of Retailing and Consumer Services, 74, 103498. https://doi.org/10.1016/j.jretconser.2024.103498

Anastasiei, B., Dospinescu, N., & Dospinescu, O. (2025). Beyond credibility: Understanding the mediators between electronic word-of-mouth and purchase intention. arXiv preprint arXiv:2504.05359.

Bauer, R. A. (1960). Consumer behavior as risk taking. In R. Hancock (Ed.), Dynamic marketing for a changing world (pp. 389–398). American Marketing Association.

Budiyono, R., & Sulistyo, H. (2022). Influence of Brand Image, Brand Trust and Perceived Product Quality on the Purchasing Decision. Journal of Economic Education, 11(2). https://doi.org/10.15294/jeec.v11i2.69125

Chang, H. H., & Liu, Y. M. (2009). The impact of brand equity on brand preference and purchase intentions in the service industries. The Service Industries Journal, 29(12), 1687–1706. https://doi.org/10.1080/02642060902793557

Chaudhuri, A., & Holbrook, M. B. (2001). The chain of effects from brand trust and brand affect to brand performance: The role of brand loyalty. Journal of Marketing, 65(2), 81–93. https://doi.org/10.1509/jmkg.65.2.81.18255

Cheung, C. M., & Thadani, D. R. (2012). The impact of electronic word-of-mouth communication: A literature analysis and integrative model. Decision Support Systems, 54(1), 461–470. https://doi.org/10.1016/j.dss.2012.06.008

Connelly, B. L., Certo, S. T., Ireland, R. D., & Reutzel, C. R. (2011). Signaling theory: A review and assessment. Journal of Management, 37(1), 39–67. https://doi.org/10.1177/0149206310388419

Delgado-Ballester, E., & Munuera-Alemán, J. L. (2005). Does brand trust matter to brand equity? Journal of Product & Brand Management, 14(3), 187–196. https://doi.org/10.1108/10610420510601058

Dwivedi, Y. K., Rana, N. P., Jeyaraj, A., Clement, M., & Williams, M. D. (2021). Re-examining the unified theory of acceptance and use of technology (UTAUT): Towards a revised theoretical model. Information Systems Frontiers, 23(3), 719–734. https://doi.org/10.1007/s10796-020-10007-w

Farooq, M. S., Sajjad, A., & Mahmood, M. (2023). Brand trust and healthy food purchase intention: A moderated mediation model. British Food Journal, 125(1), 122–138. https://doi.org/10.1108/BFJ-05-2022-0442

Firmansyah, I., & Mahfudz, M. (2023). The effect of e-service quality and brand image on customer loyalty with customer satisfaction as a mediation variable. International Journal of Management and Applied Research, 15(1), 55–69.

Fishbein, M., & Ajzen, I. (1975). Belief, attitude, intention and behavior: An introduction to theory and research. Addison-Wesley.

Forsythe, S. M., & Shi, B. (2003). Consumer patronage and risk perceptions in Internet shopping. Journal of Business Research, 56(11), 867–875. https://doi.org/10.1016/S0148-2963(01)00273-9

Hanaysha, J. (2022). Testing the mediating role of brand trust in the relationship between brand image and purchase intention. Journal of Asian Business Strategy, 12(1), 10–19. https://doi.org/10.18488/10.v12i1.2872

Hapsoro, B. B., & Hafidh, W. A. (2019). The influence of product quality, brand image on purchasing decisions through brand trust as mediating variable. Management Analysis Journal, 7(4), 528–539. https://doi.org/10.15294/maj.v7i4.30407

Hennig-Thurau, T., Gwinner, K. P., Walsh, G., & Gremler, D. D. (2004). Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet? Journal of Interactive Marketing, 18(1), 38–52. https://doi.org/10.1002/dir.10073

Hidayat, A., & Santoso, T. (2021). The influence of brand trust on purchase decision in local online marketplace. Jurnal Ilmu Manajemen, 9(4), 977–990.

Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2020). The effect of electronic word of mouth communications on intention to purchase: A meta-analysis. Information Systems Frontiers, 22(5), 1203–1226. https://doi.org/10.1007/s10796-019-09924-y

Jacoby, J., & Kaplan, L. B. (1972). The components of perceived risk. Proceedings of the Annual Conference of the Association for Consumer Research, 10, 382–393.

Jin, S. V., & Phua, J. (2014). Following celebrities’ tweets about brands: The impact of Twitter-based electronic word-of-mouth on consumers’ source credibility perception, buying intentions, and social identification with celebrities. Journal of Advertising, 43(2), 181–195. https://doi.org/10.1080/00913367.2013.827606

Keller, K. L. (1993). Conceptualizing, measuring, and managing customer-based brand equity. Journal of Marketing, 57(1), 1–22. https://doi.org/10.1177/002224299305700101

Kim, Y., & Park, J. (2022). Exploring the role of brand trust in online impulse buying behavior. Journal of Retailing and Consumer Services, 68, 102960. https://doi.org/10.1016/j.jretconser.2022.102960

Kusumawati, A., & Setiawan, R. (2024). Perceived risk as a moderator of the effect of e-WOM, brand image, and trust on purchase decisions in Indonesian e-marketplaces. Jurnal Manajemen Pemasaran, 19(1), 33–48.

Lim, W. M., Ting, D. H., & Bonaventure, V. (2022). When perceived risk meets online reviews: A study of service booking intentions in digital marketplaces. Journal of Retailing and Consumer Services, 65, 102883. https://doi.org/10.1016/j.jretconser.2021.102883

Liu, H., & Zhang, Q. (2023). Exploring the mediating role of brand trust in e-WOM-driven consumer behavior in social commerce. Journal of Consumer Behaviour, 22(2), 197–210. https://doi.org/10.1002/cb.2069

Mitchell, V.-W. (1999). Consumer perceived risk: Conceptualisations and models. European Journal of Marketing, 33(1/2), 163–195. https://doi.org/10.1108/03090569910249229

Putri, C. N., & Fauzi, T. H. (2023). The effect of E-WOM and brand image on purchasing decisions of automotive products: Mediating role of brand trust. Jurnal Aplikasi Bisnis dan Manajemen, 9(3), 843–851. https://doi.org/10.17358/jabm.9.3.843

Murtiasih, S., Hermana, B., & Febriani, W. (2021). The effect of marketing communication on brand equity with brand image, brand trust, and brand loyalty as the intervening variables. International Journal of Economics, Commerce and Management, 9(3), 43–58.

Park, C., Lee, T. M., & Han, I. (2021). The role of e-WOM in consumer decision-making: Focusing on perceived credibility and informativeness. International Journal of Information Management, 56, 102252. https://doi.org/10.1016/j.ijinfomgt.2020.102252

Petty, R. E., & Cacioppo, J. T. (1986). The elaboration likelihood model of persuasion. Advances in Experimental Social Psychology, 19, 123–205. https://doi.org/10.1016/S0065-2601(08)60214-2

Putri, R. A., & Fauzi, A. A. (2023). The impact of digital brand image on online consumer trust: Evidence from Indonesian millennials. Journal of Internet Commerce, 22(1), 45–63. https://doi.org/10.1080/15332861.2022.2124101

Ratnadewi, Z. A., Aprilianty, F., Qastharin, A. R., & Hidayanti, N. (2022). The influence of Victoria’s Secret new brand image in generating brand trust, brand prestige, brand love, and brand loyalty. Indonesian Journal of Business, 7(2), 74–89.

Raza, B., Sohail, A., & Sair, S. (2024). Examining the contributions of brand image and perceived quality to customer loyalty through satisfaction and trust. International Journal of Business Research, 24(1), 101–115.

Rosidah, & Nugroho, S. P. (2022). Pengaruh e-WOM terhadap keputusan pembelian melalui niat beli sebagai mediasi. Jurnal Ekonomi dan Manajemen, 19(2), 134–145.

Seputro, D. N. D., & Putri, D. E. (2023). The effect of E-WoM on buying decisions mediated by brand trust for SMEs. Bulletin of Innovation in Management, 1(1), 23–31. https://doi.org/10.59247/bim.v1i1.

Spence, M. (1973). Job Market Signaling. The Quarterly Journal of Economics, 87(3), 355–374. https://doi.org/10.2307/1882010

Stone, R. N., & Grønhaug, K. (1993). Perceived risk: Further considerations for the marketing discipline. European Journal of Marketing, 27(3), 39–50. https://doi.org/10.1108/03090569310026637

Wijaya, N. M., & Astuti, D. (2022). The influence of e-WOM credibility on brand trust in the online fashion industry. Asia Pacific Journal of Marketing and Logistics, 34(3), 711–728. https://doi.org/10.1108/APJML-10-2021-0776

Zhang, Y., Liu, Y., & Wang, L. (2023). How online reviews enhance brand trust: The mediating role of perceived transparency. Journal of Retailing and Consumer Services, 71, 103278. https://doi.org/10.1016/j.jretconser.2022.103278

Downloads

Published

2025-09-23

How to Cite

Asnawir, M., & Simanjuntak, E. R. (2025). The Role of Perceived Risk in Moderating the Effects of Brand Image, E-WOM, and Brand Trust on Purchase Decision in Shopee Mall. Jurnal Ilmiah Global Education, 6(3), 2065–2078. https://doi.org/10.55681/jige.v6i3.3842