Trust as a Mediator of the Effect of Live Streaming and Online Customer Review on Purchase Decision of Wardah Cosmetic Products Among TikTok Online Shopping Users in Surabaya
Main Article Content
Septy Ayu Dianty*
Wiwik Handayani
Ignatia Martha Hendrati
The swift rise of social commerce, notably TikTok Shop, has significantly altered how consumers shop for beauty products. This study analyzes the impact of live streaming and user reviews on the decision to buy Wardah products on TikTok Shop, with trust acting as a mediator. The research focused on Wardah customers in Surabaya who had used TikTok Shop for their purchases. Utilizing an accidental sampling technique, the study gathered responses from 105 participants. The data were processed using the Partial Least Squares Structural Equation Modeling (PLS-SEM) approach with SmartPLS 3.0 software. The findings demonstrate that live streaming significantly enhances both trust and purchase intentions. This pattern is mirrored for online customer reviews. Trust is also shown to be a significant direct predictor of purchase decisions. Finally, mediation analysis confirms that trust significantly mediates the paths through which live streaming and online reviews affect purchase decisions. This demonstrates that while live streaming and positive reviews directly encourage purchases, their effectiveness is substantially enhanced when they first establish consumer trust. For cosmetic brands on social commerce platforms, building trust is therefore a critical mechanism through which interactive marketing tools drive consumer decision-making.
Aditi, B., & Hermansyur, H. (2018). Pengaruh Atribut Produk, Kualitas Produk Dan Promosi, Terhadap Keputusan Pembelian Mobil Merek Honda Di Kota Medan. Jurnal Ilmiah Manajemen Dan Bisnis, 19(1), 64–72. https://doi.org/10.30596/jimb.v19i1.1743
Agustin, N. A., & Fazizah, A. (2023). Pengaruh Affilliate Marketing, Live Streaming, Online Customer Review Dan Online Customer Rating Terhadap Minat Beli Dan Keputusan Pembelian Online Dalam Tiktokshop : Survei Konsumen Produk Skintific Pengguna Tiktok Shop. Jurnal Ekonomi Bisnis Dan Akuntansi, 3(3), 137–152. https://doi.org/10.55606/jebaku.v3i3.2862
Akromah, S., & Nurhadi. (2024). The Influence of Persuasive Communication, Live Selling, and Product Quality on Purchase Intentions during Live Shopping on Shopee. Jurnal Manajemen Bisnis, 11(1), 368–378. https://doi.org/10.33096/jmb.v11i1.730
Amin, D. E. R., & Fikriyah, K. (2023). Pengaruh Live Streaming dan Online Customer Review terhadap Keputusan Pembelian Produk Fashion Muslim (Studi Kasus Pelanggan TikTok Shop di Surabaya). Jurnal Ilmiah Edunomika, 7(1), 1–11. https://doi.org/10.29040/jie.v7i1.8056
Anisa, Risnawati, R., & Chamidah, N. (2022). Pengaruh Word of Mouth mengenai Live Streaming TikTok Shop terhadap Keputusan Pembelian Konsumen. Jurnal Komunikasi Pemberdayaan, 1(2), 131–143. https://doi.org/10.47431/jkp.v1i2.230
Astuti, R., & Febrianty, R. P. (2024). The Influence of Live Streaming and Online Customer Reviews on Purchasing Decisions at Tiktok Shop Through Customer Trust in Medan City Private University Students. Repository Universitas Muhammadiyah Sumatera Utara.
Azizah, L. (2024). Pengaruh Online Customer Review dan Live Streaming terhadap Keputusan Pembelian dengan Kepercayaan sebagai Variabel Intervening (Survei pada Generasi Z Pengguna Shopee di Purwokerto). Repository UINSAIZU.
Bigne, E., Chatzipanagiotou, K., & Ruiz, C. (2020). Pictorial content, sequence of conflicting online reviews and consumer decision-making: The stimulus-organism-response model revisited. Journal of Business Research, 115, 403–416. https://doi.org/10.1016/j.jbusres.2019.11.031
Daud, Q., & Simamora, V. (2022). Peran servicescape terhadap trust dan dampaknya pada minat beli yang dimoderasi oleh personal selling pada live streaming produk tas di facebook. Jurnal Riset Pendidikan Ekonomi, 7(2), 130–141. https://doi.org/10.21067/jrpe.v7i2.6837
Daulay, N. (2020). Pengaruh online customer review dan online customer rating terhadap keputusan pembelian melalui marketplace shopee (studi pada masyarakat kecamatan medan labuhan). Universitas Sumatera Utara.
Dewi, A. A. I. K. G., Tika Kurniawati, N. P. A., & Mayun Narindra, A. A. N. (2023). The Role of Online Customer Review, Brand Image, and Brand Trust on Purchase Decision of Sunscreen Product at Murni Cosmetic Store. Journal of Economics, Finance and Management Studies, 6(6), 2572–2576. https://doi.org/10.47191/jefms/v6-i6-17
Febriah, I., & Febriyantoro, M. T. (2023). Pengaruh Live Video Streaming Tiktok, Potongan Harga, dan Gratis Ongkir Terhadap Keputusan Pembelian. Jurnal Ecodemica : Jurnal Ekonomi Manajemen Dan Bisnis, 7(2), 218–225. https://doi.org/10.31294/eco.v7i2.15214
Fitryani, F., Nanda, A. S., & Aristyanto, E. (2021). Peran Impulsive Buying Saat Live Streaming Pada Masa Pandemi Covid-19 (Studi Kasus E-Commerce Shopee). Jurnal Masharif Al-Syariah: Jurnal Ekonomi Dan Perbankan Syariah, 6(2), 542–555. https://doi.org/10.30651/jms.v6i2.11363
Gultom, D. K., Arif, M., & Fahmi, M. (2020). Determinasi kepuasan pelanggan terhadap loyalitas pelanggan melalui kepercayaan. Maneggio: Jurnal Ilmiah Magister Manajemen, 3(2), 171–180.
Hilal, A. K., & Astuti, S. P. (2022). The Role Of Online Customer Reviews In Increasing Impulsive Purchase Of Fashion Products Online With Customer Trust As A Mediator. Journal of Management and Islamic Finance, 2(2), 310–323. https://doi.org/10.22515/jmif.v2i2.5279
Iisnawati, I., Nailis, W., & Daud, I. (2021). Does Live Streaming Feature Increase Consumer’s Trust on Online Shopping? Sriwijaya International Journal of Dynamic Economics and Business, 5(4), 373–388. https://doi.org/10.29259/sijdeb.v5i4.373-388
Juliana, H. (2023). Pengaruh Siaran Langsung Dan Manfaat Yang Dirasakan Terhadap Niat Beli Melalui Kepercayaan Konsumen Pada Aplikasi Tiktok Shop. SINOMIKA Journal: Publikasi Ilmiah Bidang Ekonomi Dan Akuntansi, 1(6), 1517–1538. https://doi.org/10.54443/sinomika.v1i6.754
Kurniawan, A., Yulianti, F., & Putri, T. E. (2022). The Effect of Perceived Ease of Use, Perceived Benefits, Trust, Perceived Risk, and Level of Understanding of Electronic Money on Interest in Using E-Money. ACCRUALS (Accounting Research Journal of Sutaatmadja), 6(1), 132–153. https://doi.org/10.35310/accruals.v6i01.947
Lindawati, L., Wahyuningsih, Y., & Saputra, M. (2023). Keputusan Pembelian Konsumen Dipengaruhi Online Live Streaming, Free Gift dan Diskon Pada Media Social Tiktok. Prosiding Seminar Nasional Darmajaya, 1–10.
Mada, T., & Prabayanti, H. R. (2024). Pengaruh Live Streaming Shopping oleh Influencer terhadap Keputusan Pembelian di TikTok Shop (Survei pada Shopper Live Streaming @Louissescarlettfamily). The Commercium, 8(1), 87–97. https://doi.org/10.26740/tc.v8i1.58930
Manzil, L. D., & Vania, A. (2023). The Influence of Live-Streamers on Somethinc’s Purchase Intention at Tiktok Shop Mediated by Consumer Trust. Jurnal Informatika Ekonomi Bisnis, 5(1), 217–221. https://doi.org/10.37034/infeb.v5i1.225
Martini, L. K. B., Sembiring, E., & Paulus, F. (2022). Customer Online Customer Rating Dan Online Customer Review Terhadap Keputusan Pembelian Di Toko Modeliafashion Pada Marketplace Tokopedia Jakarta. Journal of Applied Management and Accounting Science, 4(1), 15–24. https://doi.org/10.51713/jamas.v4i1.67
Maslucha, L., & Ajizah, N. (2023). Pengaruh Live Streaming TikTok, Brand Minded, dan Brand Ambassador terhadap Keputusan Pembelian Produk Skincare Scarlett (Studi pada Followers TikTok Scarlett di Indonesia). Mufakat: Jurnal Ekonomi, Manajemen Dan Akuntansi, 2(4), 912–922. https://doi.org/10.572349/mufakat.v2i4.1052
Maulidasari, C. D. (2020). Dampak pemasaran online di era Covid-19. Jurnal Bisnis Dan Kajian Strategi Manajemen, 4(2), 233–245. https://doi.org/10.35308/jbkan.v4i2.2620
Melati, R. S. (2020). Pengaruh Harga Dan Online Consumer Review Terhadap Keputusan Pembelian Case Handphone Pada Marketplace Shopee (Studi Pada Mahasiswa Surabaya). Jurnal Pendidikan Tata Niaga (JPTN), 8(2), 882–888. https://doi.org/10.26740/jptn.v8n2.p%p
Muchtar, N. F., Musa, C. I., Musa, M. I., Hasbiah, S., & Haeruddin, I. W. (2023). The Influence of Trust and Perceived of Risk on Purchase Decisions in e-Commerce Shopee at Students of The Faculty Economics and Business, University State of Makassar. Economics and Business Journal (ECBIS), 1(4), 367–378. https://doi.org/10.47353/ecbis.v1i4.44
Mulyati, Y., & Gesitera, G. (2020). Pengaruh online customer review terhadap purchase intention dengan trust sebagai intervening pada toko online Bukalapak di Kota Padang. Jurnal Maksipreneur: Manajemen, Koperasi, Dan Entrepreneurship, 9(2), 173–194.
Murni, D., & Salim, M. (2024). The The Mediating Role Of Trust In The Influence Of Viral Marketing And Online Consumer Reviews On Purchasing Decisions Skintific Product In TikTok. EKOMBIS REVIEW: Jurnal Ilmiah Ekonomi Dan Bisnis, 12(1), 487–498. https://doi.org/10.37676/ekombis.v12i1.4971
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. Sean Institute Jurnal Ekonomi, 11(1), 221–228.
Ong, J., Anandya, D., & Indarini. (2024). Factors that influence purchase intention social commerce TikTok shop in Indonesia. Southeast Asian Journal of Service Management, 1(1), 20–29. https://doi.org/10.24123/seajsm.v13
Puspitaningrum, I. A., & Kadi, D. C. A. (2023). Pengaruh Fitur Live Streaming, Content Marketing, dan Platform Media Sosial TikTok terhadap Keputusan Pembelian Konsumen (Studi Kasus pada MS Glow Kota Madiun). SIMBA : Seminar Inovasi Manajemen, Bisnis, Dan Akuntansi, 1–13.
Puspitasari, D. A., Putri, N. K., & Nastiti, P. R. (2025). Pengaruh Content Marketing, Online Customer Review dan Word of Mouth terhadap Keputusan Pembelian melalui Kepercayaan Konsumen sebagai Variabel Intervening pada Pengguna Marketplace sebagai Tiktok Produk Fashion. Green Economics Review, 2(1), 11–26.
Putra, D. P., Suprihartini, L., & Kurniawan, R. (2021). Celebrity Endorser, Online Customer Review, Online Customer Rating Terhadap Keputusan Pembelian dengan Kepercayaan Sebagai Variabel Intervening pada Marketplace Tokopedia. Bahtera Inovasi, 5(1), 57–65. https://doi.org/10.31629/bi.v5i1.3800
Rahayu, I. T., Yulinda, A. T., Armelinda, R., & Putri, Q. W. (2023). Pengaruh Kepercayaan dan Online Shopping Experience Terhadap Keputusan Pembelian Konsumen Shopee (Studi Kasus pada Mahasiswa Manajemen Universitas Muhammadiyah Bengkulu). J-MAS (Jurnal Manajemen Dan Sains), 8(2), 1857–1866. https://doi.org/10.33087/jmas.v8i2.1487
Rahmadini, A., & Muslihat, A. (2022). Pengaruh Online Customer Review dan E-service Quality terhadap Minat Beli pada Marketplace Lazada di Media Sosial Facebook. Al-Kharaj : Jurnal Ekonomi, Keuangan & Bisnis Syariah, 4(6), 1739–1761. https://doi.org/10.47467/alkharaj.v4i6.1073
Rahman, C. P., Cassie, F., & Khasanah, I. (2024). Analisis Pengaruh Customer Online Reviews, Live Streaming, dan Promotion terhadap Purchase Intention melalui Customer Trust sebagai Variabel Intervening (Studi pada Konsumen Produk Wardah di Kota Semarang). Diponegoro Journal of Management, 13(2), 1–12.
Rahmawati, A. I. (2021). Pengaruh Online Customer Review, Online Customer Rating Dan Kepercayaan Terhadap Keputusan Pembelian Online (Studi Kasus Pada Mahasiswa Feb Universitas Pgri Semarang). Jurnal Ilmiah Manajemen Bisnis Dan Ekonomi Kreatif, 1(1), 18–23. https://doi.org/10.26877/jibeka.v1i1.3
Rosanti, N., Karta Negara Salam, & Panus. (2021). The Effects of Brand Image and Product Quality on Purchase Decisions. Quantitative Economics and Management Studies, 2(6), 365–375. https://doi.org/10.35877/454RI.qems360
Rosniati, R., Heriyadi, H., Afifah, N., Pebrianti, W., & Setiawan, H. (2023). The influence of live streaming shopping, online customer reviews, and affiliate marketing on impulse buying trought customer trust in e-commerce shopee. International Journal of Applied Finance and Business Studies, 11(3), 460–472. https://doi.org/10.35335/ijafibs.v11i3.171
Rustika, L., & Pambudi, B. S. (2024). Pengaruh Online Customer Review Dan Online Customer Rating Terhadap Purchasing Decision Dengan Trust Sebagai Mediasi Pada Produk Skincare Di Shopee. Jurnal Kajian Ilmu Manajemen (JKIM), 4(3), 315–326. https://doi.org/10.21107/jkim.v4i3.26902
Saputra, G. G., & Fadhilah, F. (2022). Pengaruh Live Streaming Shopping Instagram Terhadap Kepercayaan Konsumen Online dan Dampaknya pada Keputusan Pembelian. Ekonomi, Keuangan, Investasi Dan Syariah (EKUITAS), 4(2), 442–452. https://doi.org/10.47065/ekuitas.v4i2.2353
Setyowati, D., & Suryoko, S. (2020). Pengaruh e-service quality terhadap keputusan pembelian melalui e-trust sebagai variabel mediasi (Studi pada pengguna situs Bukalapak di Kota Semarang). Jurnal Ilmu Administrasi Bisnis, 9(1), 251–260. https://doi.org/10.14710/jiab.2020.26331
Sholihin, M., & Ratmono, D. (2020). Analisis SEM-PLS dengan WarpPLS 7.0 untuk Hubungan Nonlinier dalam Penelitian Sosial dan Bisnis. Penerbit Andi.
Sobandi, A., & Somantri, B. (2020). Pengaruh Kepercayaan Konsumen Terhadap Keputusan Pembelian Secara Online. WINTER JOURNAL: IMWI STUDENT RESEARCH JOURNAL, 1(1), 41–52. https://doi.org/10.52851/wt.v1i1.5
Stefani, V., Listiana, E., Afifah, N., Setiawan, H., & Fitriana, A. (2023). The Influence of Online Customer Review and TikTok Live on Purchase Decision of Somethinc Products with Customer Trust as a Mediation Variable on TikTok Social Media. Jurnal Ekonomi, 12(4), 1858–1869.
Sugiarti, D. I., & Iskandar, R. (2021). Pengaruh Consumer Review Terhadap Keputusan Pembeli Terhadap Toko Online Shopee. Jurnal Sosial Teknologi, 1(9), 954–962. https://doi.org/10.59188/jurnalsostech.v1i9.195
Syarifudin, F. G., & Achmad, N. (2024). Pengaruh Influencer Endorsement dan Online Customer Review terhadap Purchase Intention pada Klinik Kecantikan Ella Skincare dengan Trust sebagai Variabel Intervening. Jurnal Lentera Bisnis, 13(1), 171–190. https://doi.org/10.34127/jrlab.v13i1.1028
Umma, N., & Nabila, R. (2023). Pengaruh Online Customer Review, Citra Merek dan Religiusitas Terhadap Keputusan Pembelian Dengan Kepercayaan Konsumen Sebagai Variabel Intervening (Studi Pada Pengguna Marketplace Shopee Generasi Z). IQTISHADIA Jurnal Ekonomi & Perbankan Syariah, 10(1), 30–47. https://doi.org/10.19105/iqtishadia.v10i1.8407
Wandira, A. (2022). Pengaruh Islamic Branding, Viral Marketing, Dan Online Consumer Review Terhadap Keputusan Pembelian Pada E-Commerce Shopee Dengan Minat Beli Sebagai Variabel Intervening. IAIN SALATIGA.
Wu, Y., & Huang, H. (2023). Influence of Perceived Value on Consumers’ Continuous Purchase Intention in Live-Streaming E-Commerce—Mediated by Consumer Trust. Sustainability (Switzerland), 15(5). https://doi.org/10.3390/su15054432
Yusnandar, W., & Nasution, W. M. (2024). The Influence of Live Streaming and Online Customer Reviews on Purchasing Decisions at Shopee with Consumer Trust as an Intervening Variable. Proceeding Medan International Conference on Economic and Business, 629–642. https://doi.org/10.30596/miceb.v2i0.623
Zami, R. Z. (2023). Pengaruh Live Streaming Shopping dan Online Customer Review terhadap Keputusan Pembelian dengan Trust Sebagai Variabel Intervening. STIE Bank BPD Jateng.











