The Effect of Trust, Electronic Word of Mouth (e-WOM), and Perceived Risk on Online Purchase Intention among Shopee Users

Authors

  • Siti Komariyah universitas boyolali, Indonesia
  • Unna Ria Safitri Universitas Boyolali, Indonesia
  • Luki Sri Anggorowati Universitas Boyolali, Indonesia

DOI:

https://doi.org/10.22441/jurnal_mix.2026.v16i3.014

Keywords:

Purchase Intention, Trust, Electronic Word of Mouth, Perceived Risk, Shopee

Abstract

This study examines the effects of trust, electronic word of mouth (e-WOM), and perceived risk on online purchase intention among Shopee users in Indonesia.
Objectives: To examine the effects of trust, e-WOM, and perceived risk on online purchase intention among Shopee users, and to determine the relative importance of each predictor in explaining purchase intention variance.
Methodology: A quantitative approach using a cross-sectional survey of 96 Shopee users. Data were collected using a structured questionnaire with 52 reflective indicators measured on a 5-point Likert scale. Data analysis was conducted using PLS-SEM with SmartPLS 4 software, involving bootstrapping with 5,000 resamples. Sample adequacy was additionally evaluated through a statistical power analysis.
Finding: Electronic word of mouth has a significant positive effect on purchase intention (beta = 0.555, t = 6.449, p < 0.001). Perceived risk has a significant negative effect (beta = -0.159, t = 2.151, p = 0.032). Trust shows no significant effect (beta = 0.201, t = 1.827, p = 0.068). The model explains 70.6% of the variance in purchase intention (R² = 0.706, adjusted R² = 0.697, Q² = 0.297, SRMR = 0.061).
Conclusion: Electronic word of mouth is the dominant predictor of online purchase intention in the tested model, and perceived risk exerts a significant but small negative effect. Trust does not reach statistical significance, a result that should be read in light of its strong overlap with e-WOM (r = 0.795; VIF = 3.262) rather than as evidence that trust is irrelevant. The findings indicate that credible, informative peer reviews are the most actionable lever for marketplace managers, while risk-reduction mechanisms remain a secondary but measurable concern.

References

Ajzen, I. (1991). The Theory of Planned Behavior. https://doi.org/10.1016/0749-5978(91)90020-T

Amarullah, D., Handriana, T., & Maharudin, A. (2022). EWOM credibility, trust, perceived risk, and purchase intention in the context of e-commerce: Moderating role of online shopping experience. Jurnal Ekonomi Bisnis dan Kewirausahaan, 11(1). https://doi.org/10.26418/jebik.v11i1.50594

Chang H. H., & C. S. W. (2022). The Impact of Online Trust, e-WOM, and Perceived Risk on Consumers’ Purchase Intention: A Meta-Analysis. https://doi.org/10.1108/INTR-03-2021-0178

Cheung C. M. K., & T. D. R. (2012). The Impact of Electronic Word-of-Mouth Communication: A Literature Analysis and Integrative Model. https://doi.org/10.1016/j.dss.2012.06.008

Chin, W. W. (1998). The Partial Least Squares Approach to Structural Equation Modeling.

Chiu C. M., W. E. T. G. F. Y. H. & H. H. Y. (2021). Understanding Customers’ Repeat Purchase Intentions in B2C E-Commerce: The Roles of Utilitarian Value, Hedonic Value and Perceived Risk. https://doi.org/10.1111/j.1365-2575.2012.00407.x

Erkan, I., & Evans, C. (2018). Social media or shopping websites? The influence of eWOM on consumers’ online purchase intentions. Journal of Marketing Communications, 24(6), 617–632.

Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009). Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41, 1149–1160. https://doi.org/10.3758/BRM.41.4.1149

Featherman, M. S., & Pavlou, P. A. (2003). Predicting e-services adoption: a perceived risk facets perspective. International Journal of Human-Computer Studies, 59(4), 451–474.

Fei, M., Tan, H., Peng, X., Wang, Q., & Wang, L. (2021). Promoting or attenuating? An eye-tracking study on the role of social cues in e-commerce livestreaming. Decision Support Systems, 142, 113466.

Filieri, R., McLeay, F., Tsui, B., & Lin, Z. (2018). Consumer perceptions of information helpfulness and determinants of purchase intention in online consumer reviews of services. Information & Management, 55(8), 956–970.

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50.

Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer.

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.

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135.

Herrando, C., Jimenez-Martinez, J., & Martin-De Hoyos, M. J. (2019). Tell me your age and I tell you what you trust: the moderating effect of generations. Internet Research, 29(4), 799–817.

Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2020). The effect of electronic word of mouth communications on intention to buy: A meta-analysis. Information Systems Frontiers, 22(5), 1203–1226.

Jalilvand, M. R., & Samiei, N. (2012). The impact of electronic word of mouth on a tourism destination choice: Testing the theory of planned behavior (TPB). Internet Research, 22(5), 591–612.

Kim, D. J., Ferrin, D. L., & Rao, H. R. (2008). A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents. Decision Support Systems, 44(2), 544–564.

Liang, T.-P., & Turban, E. (2011). Introduction to the special issue social commerce: a research framework for social commerce. International Journal of Electronic Commerce, 16(2), 5–14.

Luo Q., L. X. & L. H. (2021). The Effect of Trust on Consumer Purchase Intention: A Meta-Analysis. https://doi.org/10.1016/j.im.2021.103518

Mayer R. C., D. J. H. & S. F. D. (1995). An Integrative Model of Organizational Trust. https://doi.org/10.5465/amr.1995.9508080335

McKnight D. H., C. V. & K. C. (2002). Developing and Validating Trust Measures for E-Commerce: An Integrative Typology. https://doi.org/10.1287/isre.13.3.334.81

Morgan R. M., & H. S. D. (1994). The Commitment-Trust Theory of Relationship Marketing. https://doi.org/10.1177/002224299405800302

Mortimer, G., Fazal-e-Hasan, S. M., Grimmer, M., & Grimmer, L. (2020). Explaining the impact of consumer religiosity, perceived risk and moral potency on purchase intentions. Journal of Retailing and Consumer Services, 55, 102115.

Mou J., S. D. H. & C. J. (2017). Trust and Risk in Consumer Acceptance of E-Services. https://doi.org/10.1007/s10660-016-9237-0

Nunnally J. C., & B. I. H. (1994). Psychometric Theory (3rd ed.).

Paul J., M. A. & P. J. (2021). Predicting Green Product Consumption Using Theory of Planned Behavior and Reasoned Action. https://doi.org/10.1016/j.jretconser.2021.102821

Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International Journal of Electronic Commerce, 7(3), 101–134.

Sarstedt M., R. C. M. C. J. H. & T. H. (2024). Consistent Partial Least Squares Path Modeling: A Primer.

Sheth, J. N. (2021). New Areas of Research in Consumer Behavior: Sharing, Renting, and Subscription Commerce. https://doi.org/10.1002/cb.1869

Sussman S. W., & S. W. S. (2003). Informational Influence in Organizations: An Integrated Approach to Knowledge Adoption. https://doi.org/10.1287/isre.14.1.47.14767

Tandon A., D. A. & M. M. (2021). Why do People Purchase from Food Delivery Apps? A Consumer Value Perspective. https://doi.org/10.1016/j.jretconser.2021.102667

Wu J., & C. Y. (2023). The Impact of e-WOM on Consumers’ Purchase Intention: The Mediating Role of Brand Image and Attitude. https://doi.org/10.1016/j.jbusres.2022.113228

Zhang, Z., Wang, X., & Wu, R. (2021). Is the devil in the details? Construal-level effects on perceived usefulness of online reviews for experience services. Electronic Commerce Research and Applications, 46, 101033.

Zucker, L. G. (1986). Production of trust: Institutional sources of economic structure, 1840–1920. Research in Organizational Behavior.

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Published

2026-11-04

How to Cite

Komariyah, S., Safitri, U. R., & Anggorowati, L. S. (2026). The Effect of Trust, Electronic Word of Mouth (e-WOM), and Perceived Risk on Online Purchase Intention among Shopee Users. MIX: JURNAL ILMIAH MANAJEMEN, 16(3), 1108–1121. https://doi.org/10.22441/jurnal_mix.2026.v16i3.014

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