e-WOM, brand image, and e-purchase intention on Shopee: Reassessing e-trust as mediator
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DOIhttp://dx.doi.org/10.21511/im.22(3).2026.19
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Article InfoVolume 22 2026, Issue #3, pp. 307–320
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Type of the article: Research Article
Abstract
Although conventional digital marketing literature positions electronic trust (e-trust) as a key mediator of online purchase intention, its role in mature social-commerce environments in developing countries remains uncertain. This study aims to assess the influence of electronic word-of-mouth (e-WOM) and brand image on e-purchase intention, with e-trust as a mediating variable, in the context of local products on the Shopee platform in Indonesia. A quantitative cross-sectional survey was administered to 246 Shopee consumers who had purchased or intended to purchase local products on the platform, and the data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings indicate that e-WOM and brand image positively and significantly influence both e-trust and e-purchase intention; however, e-trust, operationalized as ability, integrity, and benevolence, does not function as a significant direct predictor of purchase intention, nor as a mediating mechanism. The model explains 72.8% of the variance in e-purchase intention. These findings suggest that seller-level e-trust may not occupy the central mediating role assumed by conventional models in this context. Because the study does not measure platform-level trust or specific heuristic-processing mechanisms, explanations invoking social-affective heuristics or platform trust are offered as directions for future research rather than as direct empirical results. Practically, sellers of local products should prioritize active management of digital word-of-mouth and emotional brand narratives alongside, rather than instead of, trust-building efforts.
- Keywords
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JEL Classification (Paper profile tab)M15, M31, O32
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References58
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Tables10
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Figures2
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- Figure 1. Conceptual framework
- Figure 2. Graphical output of the structural model
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- Table 1. Average achievement of research variable dimensions
- Table 2. Outer loadings
- Table 3. Composite reliability and AVE
- Table 4. Heterotrait-monotrait ratio (HTMT)
- Table 5. Hypothesis testing (direct effects)
- Table 6. Mediation test (indirect effects)
- Table 7. Model fit and explained variance
- Table 8. F-square effect sizes
- Table 9. Predictive relevance (PLSpredict)
- Table 10. Full collinearity VIF
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- Aaker, D. A. (1996). Measuring brand equity across products and markets. California Management Review, 38(3), 102-120.
- Adirinekso, G. P. (2023). Peran e-trust dalam memediasi pengaruh e-wom terhadap e-purchase intention jasa telemedicine, pengguna aplikasi mobile health di Jakarta [The role of e-trust in mediating the effect of e-WOM on e-purchase intention of telemedicine services: Mobile health application users in Jakarta]. Journal of Economics and Business UBS, 12(4), 2287-2307. (In Indonesian).
- Al-Gasawneh, J. A., AL-Dalaeen, J. A., Hasan, M. A., Ayat Mazin Al Mahmoud, Al-Rawashdeh, G. H., Mukattash, I. L., & Saputra, J. (2023). The moderating role of reliability on the relationship between electronic word of mouth and customer purchase intention in Jordanian real estate enterprises. International Journal of Data and Network Science, 7(2), 687-694.
- Asiri, A. Y., Abdul Ghani, N., & Hamid, S. (2025). Examining the predictors of consumer trust and social commerce engagement: A systematic literature review. Journal of Theoretical and Applied Electronic Commerce Research, 20(3), 247.
- Anggraini, L. P., & Sobari, N. (2023). The mediation role of review helpfulness, customer trust, and brand attitude towards positive e-WOM and purchase intention in cosmetic shopping experience. Jurnal Manajemen Teori dan Terapan [Journal of Theoretical and Applied Management], 16(1), 38-51.
- Apritama, N. A., & Susila, I. (2023). Analisis Pengaruh Brand Image, Customer Service, Dan E-Wom Terhadap Repurchase Intention Dengan Kepuasan Pelanggan Sebagai Variabel Mediasi [Analysis of the influence of brand image, customer service, and e-WOM on repurchase intention with customer satisfaction as a mediating variable]. Jurnal Media Wahana Ekonomika [Media Wahana Journal of Economics], 20(1). (In Indonesian).
- Arif, M. (2019). The influence of electronic word of mouth (e-WOM), brand image, and price on repurchase intention of airline customers. Jurnal Aplikasi Manajemen [Journal of Management Applications], 17(2), 345-356.
- Arumsari, R., & Ariyanti, M. (2017). The effect of electronic word of mouth, brand image, customer trust, and customer satisfaction on repurchase intention at PT. GO-JEK Indonesia. International Journal of Science and Research, 6(7), 1732-1737.
- Aura Aulia, Savitri, C., & Faddila, S. P. (2025). The impact of e-service and e-trust on e-loyalty with e-satisfaction as a mediating variable: Study of e-wallet users in Generation Z Karawang District. International Journal of Economics and Management Research, 4(2), 8-27.
- Bahroni, I., & Manggala, H. K. (2023). Pengaruh brand image terhadap purchase intention melalui e-trust (studi pada calon konsumen online store Hoodieku) [The effect of brand image on purchase intention through e-trust: A study of potential online customers of the Hoodieku store]. Ecobisma, 10(2), 146-156. (In Indonesian).
- Gvili, Y., & Levy, S. (2023). I share, therefore I trust: A moderated mediation model of the influence of eWOM engagement on social commerce. Journal of Business Research, 166, Article 114131.
- Caetano, J. M. S. F. (2025). Transforming retail market: The evolution of the Portuguese consumer behavior in the digital era (Master’s Thesis). Universidade NOVA de Lisboa.
- Calvin, N., & Keni, K. (2024). Pengaruh EWOM, Trust, dan Perceived Hedonic Value terhadap Minat Beli Konsumen pada Produk E-Commerce [The effect of e-WOM, trust, and perceived hedonic value on consumer purchase interest in e-commerce products]. Jurnal Manajerial dan Kewirausahaan [Journal of Management and Entrepreneurship], 6(1). (In Indonesian).
- Camelia, E., & Tjokrosaputro, M. (2024). Pengaruh social media marketing dan e-WOM terhadap purchase intention aksesoris motor kustom pada AK Industries dengan trust sebagai variabel mediasi [The effect of social media marketing and e-WOM on purchase intention for custom motorcycle accessories at AK Industries with trust as a mediating variable]. Jurnal Manajemen Bisnis dan Kewirausahaan [Journal of Business Management and Entrepreneurship], 8(2), 267-281. (In Indonesian).
- Effendi, T., & Defrizal, D. (2024). The influence of social media marketing and e-WOM on the purchase interest of The Originote products in Bandar Lampung. Journal of Information System, Applied, Management, Accounting and Research, 8(1), 128.
- Filieri, R. (2015). What makes online reviews helpful? A diagnosticity-adoption framework to explain informational and normative influences in e-WOM. Journal of Business Research, 68(6), 1261-1270.
- Finaka, A. W. (2023). Pengguna internet di Indonesia terus meningkat [Internet users in Indonesia continue to increase]. Indonesiabaik.id. (In Indonesian).
- Fitri, F. N., & Isa, M. (2024). Analysis of the influence of e-WOM, brand attitude, and trust on purchase intention for eco-friendly transportation in Surakarta. Economic Reviews Journal, 3(1), 554-571.
- Fongo, P., Nyoko, A. E. L., & Fanggidae, R. P. C. (2025). How celebrity endorsers and advertising appeal influence millennial shopping intentions on Shopee: Brand image as a mediator. Journal of Management Small and Medium Enterprises (SME’s), 18(3), 1601-1615.
- Garcia, J. M., Freire, O., Santos, E., & Andrade, J. (2020). Factors affecting satisfaction and loyalty to online group buying. Revista de Gestão [Journal of Management], 27(3), 211-228.
- Haiban, M. L., & Rimadias, S. (2023). Analysis of factors forming attitude towards brand and repurchase intention by using brand ambassadors on the Shopee online shopping platform. Jurnal Ilmiah Manajemen dan Ekonomi [Scientific Journal of Economics and Business], 15(2), 41-52.
- Hair Jr., J. F., Anderson, R. E., Babin, B. J., & Black, W. C. (2019). Multivariate data analysis (8th ed.). Cengage Learning.
- 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.
- Hasan, M. A., Anuar, M. M., Al-Gasawneh, J. A., & Yaakop, A. Y. (2025). Mediating role of e-trust on the relationship between visual social media marketing and purchase intention in Jordan. International Review of Management and Marketing, 15(5), 60-71.
- Hasena, C., & Sakapurnama, E. (2021). Leveraging electronic word of mouth on TikTok: Somethinc skin care product innovation to increase consumer purchase intention. Hasanuddin Economics and Business Review, 5(1), 19-25.
- 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.
- Herjanto, H., Adiwijaya, M., Wijaya, E., & Semuel, H. (2020). The effect of celebrity endorsement on Instagram fashion purchase intention: The evidence from Indonesia. Organizations and Markets in Emerging Economies, 11(1), 203-221.
- Keller, K. L., & Swaminathan, V. (2020). Strategic brand management: Building, measuring, and managing brand equity (5th ed.). Pearson Education.
- Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment approach. International Journal of e-Collaboration, 11(4), 1-10.
- Kock, N., & Hadaya, P. (2018). Minimum sample size estimation in PLS-SEM: The inverse square root and gamma-exponential methods. Information Systems Journal, 28(1), 227-261.
- Li, Z., Owusu, P., Wang, B., & Lu, F. (2025). The impact of strategic influencer interaction styles on consumer decision-making: An elaboration likelihood model perspective. Journal of Retailing and Consumer Services, 87, 104374.
- Lukitaningsih, A., Cahya, A. D., & Octavian, P. (2024). Pengaruh brand ambassador NCT dream, E-WOM, dan brand image terhadap purchase intention pada produk mie instan Lemonilo [The influence of NCT Dream brand ambassador, e-WOM, and brand image on purchase intention for Lemonilo instant noodle products]. Jurnal Maksipreneur [Maksipreneur Journal], 13(2), 497-513. (In Indonesian).
- Maduretno, R. B. E. H. P., & Junaedi, S. (2021). The importance of e-WOM elements on online repurchase intention: Roles of trust and perceived usefulness. Jurnal Ekonomi Indonesia [Indonesian Journal of Economics], 10(1), 55-69.
- Maharani, V., & Budiarti, A. (2024). SMM dan e-wom dimediasi trustterhadap purchaseintention pada produk sunscreen Azarine [Social media marketing and e-WOM mediated by trust on purchase intention for Azarine sunscreen products. Journal of International Entrepreneurship and Management, 3(1), 26-45. (In Indonesian).
- Quintus, M., Mayr, K., Hofer, K. M., & Chiu, Y. T. (2024). Managing consumer trust in e-commerce: Evidence from advanced versus emerging markets. International Journal of Retail & Distribution Management, 52(10-11), 1038-1055.
- Montolalu, B. M., Ogi, I. W. J., & Raintung, M. C. H. (2024). Trust as a mediator of the influence of online customer reviews and brand awareness on purchase intention in the Shopee e-commerce platform by consumers in the Airmadidi District. Jurnal EMBA [EMBA Journal], 12(3), 153-164.
- Mortimer, G., Hasan, S. F. E., Andrews, L., & Martin, J. D. (2016). Online grocery shopping: The impact of shopping frequency on perceived risk. The International Review of Retail, Distribution and Consumer Research, 26(2), 202-223.
- Nur Sania, U., Sabran, & Anggar Sari, N. (2022). Apakah Brand Image Dan Brand Attitude Berpengaruh Terhadap Brand Equity? [Do brand image and brand attitude affect brand equity?] Jurnal Ekonomi & Manajemen Indonesia [Indonesian Journal of Economics and Management], 22(1), 30-43. (In Indonesian).
- Nuraeni, I., & Manoarfa, H. (2022). The effect of e-WOM dimensions on online repurchase intention: Survey on Generation Z (12 to 27 years old) of online travel agent users in Indonesia. Budapest International Research and Critics Institute-Journal (BIRCI-Journal), 5(4), 31073-31080.
- Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879-903.
- Radjamin, I. P., & Hermawan, J. (2024). Hubungan antara pengguna internet, produk domestik bruto per kapita dan tingkat ketenagakerjaan dalam perspektif e-commerce [The relationship between internet users, gross domestic product per capita, and employment rates from an e-commerce perspective]. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi [Scientific Journal of Management, Economics, & Accounting], 8(2), 160-169. (In Indonesian).
- Raymond, R., Fahlevi, R., & Sinambela, F. A. (2024). Faktor resiko yang mempengaruhi online purchase intentionyang dimediasi oleh trustpada masyarakat kota Batam [Risk factors affecting online purchase intention mediated by trust among the population of Batam city]. Jurnal Lentera Bisnis [Lentera Business Journal], 13(2), 738-751. (In Indonesian).
- Riansyah, R. A., Usman, O., & Febrilia, I. (2024). Pengaruh Price Dan E-Wom Terhadap Purchase intention Wuling Air Ev Yang Dimediasi Oleh Trust [The influence of price and e-WOM on purchase intention of Wuling Air EV mediated by trust]. Nautical: Jurnal Ilmiah Multidisiplin [Nautical: Multidisciplinary Scientific Journal], 2(10). (In Indonesian).
- Rol, S., & Alaeddinoğlu, F. (2025). Impact of e-service quality on direct booking intentions in hotels: The mediating effects of e-satisfaction and e-trust. Consumer Behavior in Tourism and Hospitality, 20(4), 497-514.
- Rosillo-Díaz, E., Muñoz-Rosas, J. F., & Blanco-Encomienda, F. J. (2024). Impact of heuristic–systematic cues on the purchase intention of the electronic commerce consumer through the perception of product quality. Journal of Retailing and Consumer Services, 81, Article 103980.
- Saputra, A. D. (2021). The influence of perceptions of e-trust, e-WOM, and web quality towards online repurchase intention: Case study in Tokopedia. Indonesian Health Administration and Sciences Journal, 4(1), 12-22.
- Sari, R. (2021). Pengaruh Penggunaan Paylater Terhadap Perilaku Impulse Buying Pengguna E-Commerce di Indonesia [The effect of paylater use on impulse buying behavior of e-commerce users in Indonesia]. Jurnal Riset Bisnis Dan Investasi [Journal of Business and Investment Research], 7(1), 44-57. (In Indonesian).
- Statista. (2023). E-commerce in Indonesia [Data set].
- Suarantalla, R., Supanto, F., & Arifin, S. (2025). E-trust and e-satisfaction as mediators of the influence of e-service quality and brand image on the intention to continue using e-wallets in West Nusa Tenggara, Indonesia. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA) [Scientific Journal of Management, Economics, & Accounting (MEA)], 10(3), 766-777.
- Sugiyono. (2021). Metode penelitian kuantitatif, kualitatif, dan R&D [Quantitative, qualitative, and R&D research methods]. Alfabeta. (In Indonesian).
- Zhang, G., Cao, J., & Liu, D. (2023). Examining the influence of information overload on consumers' purchase in live streaming: A heuristic–systematic model perspective. PLOS ONE, 18(8), e0284466.
- Sun, Y., & Qu, Q. (2025). Platform governance, institutional distance, and seller trust in cross-border e-commerce. Behavioral Sciences, 15(2), 183.
- Sylvia, & Ramli, A. H. (2023). The influence of digital marketing on purchase intention with brand awareness as a mediating variable. Jurnal Ilmiah Manajemen Kesatuan [Kesatuan Scientific Journal of Management], 11(3), 1535-1544.
- Tikhomirova, A., Huang, J., Chuanmin, S., Khayyam, M., Ali, H., & Khramchenko, D. S. (2021). How culture and trustworthiness interact in different e-commerce contexts: A comparative analysis of consumers’ intention to purchase on platforms of different origins. Frontiers in Psychology, 12, 746467.
- Tirta Rizkyanzah, A. D., Hartanto, P., Rakhmadani, D. P., Lishobrina, L. F., & Hidayat, C. M. (2025). A new paradigm for consumer retention in the beauty industry: Insights from augmented reality. International Conference on Digital Business Innovation and Technology Management (ICONBIT), 1(2), 36-64.
- Wafiyah, F., & Wusko, A. U. (2023). The influence of user generated content and e-WOM on purchase intention and purchase decision among buyers of Nyrtea products on Instagram. Journal of Economics, Business, and Management, 2(3), 190-200.
- Yang, A. J., Wu, S.-H., & Wu, P. (2019). An empirical investigation of the factors influencing online repurchase intention: Evidence from the hotel industry. International Journal of Agriculture Innovation, Technology and Globalisation, 1(2), 114-127.
- Yu, D., Wei, H., Xuefeng, Z., Zhongxuan, H., & Yijun, Z. (2024). The effect of new e-commerce platform's OSC promotion on consumer cognition: From cognitive legitimacy and cognitive psychology perspective. Frontiers in Human Neuroscience, 18, 1380259.


