Pengaruh Online Customer Review dan Online Customer Rating terhadap Purchase Decision dengan Trust sebagai Variabel Intervening pada Pengguna Aplikasi Shopee Semarang The Effect of Online Customer Review and Online Customer Rating on Purchase Decision with Trust as an Intervening Variable among Shopee Application Users in Semarang
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Abstract
Although the development of e-commerce has encouraged consumers to increasingly rely on online customer reviews and online customer ratings before making purchases, previous research findings still show inconsistencies regarding the effects of these two variables on purchase decisions, particularly through trust as a mediating variable. This study aims to analyze the effect of online customer reviews and online customer ratings on purchase decisions, with trust as a mediating variable among Shopee users in Semarang City. This study used a quantitative approach with a purposive sampling technique involving 100 respondents who had made purchases through Shopee. Data were collected through a questionnaire and analyzed using the Partial Least Squares-Structural Equation Modeling (PLS-SEM) method with the assistance of SmartPLS. The results showed that online customer reviews had no significant effect on trust but had a positive and significant effect on purchase decisions. Conversely, online customer ratings had a positive and significant effect on trust but had no direct effect on purchase decisions. In addition, trust had a positive effect on purchase decisions and was unable to mediate the effect of online customer reviews on purchase decisions, but was able to mediate the effect of online customer ratings on purchase decisions. The conclusion of this study confirms that Shopee users’ purchase decisions in Semarang City are more directly influenced by the quality of customer reviews, whereas ratings play a role in building trust, which subsequently encourages purchase decisions. These findings provide practical implications for platform managers and online business actors to enhance the credibility of reviews and strengthen rating mechanisms as a basis for building consumer trust.
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References
Alfian, R., Nugroho, W. F., & Yuliana, L. (2024). Analysis of brand awareness, brand loyalty and brand reputation on purchase decisions. Jurnal Bisnis dan Manajemen, 11(1), 63–74. https://doi.org/10.26905/jbm.v11i1.12636
Amin, N. F., Garancang, S., & Abunawas, K. (2023). Konsep Umum Populasi dan Sampel dalam Penelitian. PILAR: Jurnal Kajian Islam Kontemporer, 14(1), 15–31. https://doi.org/10.26618/whw41w62
Aprilianti, L., & Riorini, S. V. (2023). Pengaruh Celebrity Endorsement, Social Media Marketing, dan Brand Image terhadap Purchase Intention Online pada Pengguna Marketplace Shopee. Mufakat: Jurnal Ekonomi, Manajemen dan Akuntansi, 2(3), 319–329. https://doi.org/10.572349/mufakat.v2i4.926
Hair, J. F., Jr., Sarstedt, M., Hopkins, L., & Kuppelwieser, V. G. (2014). Partial least squares structural equation modeling (PLS-SEM): An emerging tool in business research. European Business Review, 26(2), 106–121. https://doi.org/10.1108/EBR-10-2013-0128
Hermawan, I. H., & Astuti, B. (2024). Pengaruh Online Customer Review, Online Customer Rating, dan Service Quality terhadap Purchase Intention dengan Mediasi Trust pada Konsumen di E-Commerce Shopee. JPEK (Jurnal Pendidikan Ekonomi dan Kewirausahaan), 8(3), 1159–1169. https://doi.org/10.29408/jpek.v8i3.28064
Lestari, I., & Maharani, M. (2023). Investigating the effect of customer reviews and online customer ratings on purchase intention: Mediating role of word of mouth. International Journal of Finance, Economics and Business, 2(4), 313–321. https://doi.org/10.56225/ijfeb.v2i4.285
Nasikhin, M. N. A. K., Sundari, A., Syaikhuddin, A. Y., & Tyas, S. N. (2025). Buying interest in TikTok Shop: The role of live streaming, reviews, and influencers. Klabat Journal of Management, 6(1), 50–64. https://doi.org/10.60090/kjm.v6i1.1238.50-64
Nurhabibah, S., Savitri, C., & Faddila, S. P. (2022). The effect of online customer review and online customer rating on purchase decisions at Copyright Grafika Store. Jurnal Ekonomi, 11(1), 221–228. https://ejournal.seaninstitute.or.id/index.php/Ekonomi/article/view/225
Nurmanah, I., & Nugroho, E. S. (2021). Pengaruh Kepercayaan (Trust) dan Kualitas Pelayanan Online (E-Service Quality) terhadap Keputusan Pembelian Online Shop Bukalapak. At-Tadbir: Jurnal Ilmiah Manajemen, 5(1), 11–21. https://doi.org/10.31602/atd.v5i1.3384
Nurwansyah, A., Hartoyo, & Suharjo, B. (2025). Customer experience, e-service quality, and loyality in online food delivery: The case of Mie Gacoan. Indonesian Journal of Business and Entrepreneurship, 11(3), 581–590. https://doi.org/10.17358/ijbe.11.3.581
Pandiangan, S. M. T., Resmawa, I. N., Simanjuntak, O. D. P., Sitompul, P. N., & Jefri, R. (2021). Effect of e-satisfaction on repurchase intention in Shopee user students. Budapest International Research and Critics Institute-Journal (BIRCI-Journal), 4(4), 7785–7791. https://doi.org/10.33258/birci.v4i4.2697
Permana, A., & Arianty, N. (2025). Pengaruh Online Customer Review dan Online Costumer Rating terhadap Keputusan Pembelian Produk Fashion dengan Trust sebagai Variabel Intervening pada Marketplace Shoppee di Kota Medan. Jurnal Ekonomi Bisnis, Manajemen dan Akuntansi (JEBMA), 5(2), 553–563. https://doi.org/10.47709/jebma.v5i2.6328
Priadana, M. S., & Sunarsi, D. (2021). Metode penelitian kuantitatif. Pascal Books.
Silalahi, P. R., Wahyudi, I. H., Taufiq, M., Annisa, N., & Rahman, Z. (2022). Peran E-Commerce dalam Menopang Keberhasilan UMKM di Indonesia. Jurnal Masharif Al-Syariah: Jurnal Ekonomi dan Perbankan Syariah, 7(4), 1343–1355. https://doi.org/10.30651/jms.v7i4.13930
Sugiyono. (2017). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.
Syahrin, A., Wufron, & Garliani, G. (2025). Pengaruh Live Streaming dan Online Customer Review terhadap Purchase Intention Pengguna Generasi Z di TikTokShop. Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi), 9(2), 2143–2163. https://doi.org/10.31955/mea.v9i2.5925
Wardani, D. W. S. R., Lazuardi, L., Mahendradhata, Y., & Kusnanto, H. (2014). Structured equation model of tuberculosis incidence based on its social determinants and risk factors in Bandar Lampung, Indonesia. Open Journal of Epidemiology, 4(2), 76–83. https://doi.org/10.4236/ojepi.2014.42013
Yaman, M., Djajalaksana, S., Putra, N. P. P., & Yudhanto, H. S. (2025). Path analysis in PLS for assessing the impact of metabolic syndrome on pulmonary fibrosis in a rat model. Jurnal Respirologi Indonesia, 45(3), 199–207. https://doi.org/10.36497/jri.v45i3.889
Zuhdi, D. A., Yasya, W., & Dwinarko. (2023). Pengaruh Kepercayaan dan Pengalaman Pembelian Online terhadap Minat Beli di E-Commerce Shopee. Jurnal Interaksi: Jurnal Ilmu Komunikasi, 7(2), 261–277. https://doi.org/10.30596/ji.v7i2.14761




















