The Effect of Online Customer Reviews and Online Customer Ratings on Customer Trust, with Live Selling as a Moderating Variable, among TikTok Shop Users in Medan

Authors

  • Yahya Muhaimin Universitas Sumatera Utara
  • Endang Sulistya Rini Universitas Sumatera Utara
  • Fadli Fadli Universitas Sumatera Utara

DOI:

https://doi.org/10.55927/fjmr.v5i6.118

Keywords:

Online Customer Reviews, Online Customer Ratings, Customer Trust, Live Selling, TikTok Shop

Abstract

This study aims to analyze the influence of Online Customer Reviews and Online Customer Ratings on Customer Trust with Live Selling as a moderating variable among TikTok Shop users in Medan City. The study used a quantitative approach with an associative method. The research sample consisted of 150 respondents selected using a purposive sampling technique. Data were collected through questionnaires and analyzed using SEM-PLS. The results showed that Online Customer Reviews, Online Customer Ratings, and Live Selling had a positive and significant effect on Customer Trust. In addition, Live Selling was proven to be able to strengthen the influence of Online Customer Reviews and Online Customer Ratings on Customer Trust. These findings indicate that reviews, ratings, and real-time interactions through live selling play an important role in increasing consumer trust in TikTok Shop.

References

Adha, A. R., Prabawani, B., & Dewi, R. S. (2025). Live streaming into impulsive buying: How utilitarian, hedonic, symbolic value and trust drive Gen Z customer engagement on TikTok live commerce. Advances in Consumer Research, 2(5), 234–245.

Amalia, P. (2024). Pengaruh live streaming, sosial media marketing, dan electronic word of mouth terhadap minat beli skincare Eiem Beauty (Skripsi, Universitas Satya Negara Indonesia). Universitas Satya Negara Indonesia Repository.

Anggraeni, D., Savitri, C., Syifa, & Faddila, P. (2024). Pengaruh live streaming TikTok dan online customer review terhadap minat beli produk Camille Beauty. Journal of Management and Business, 6(4), 1591–1607.

APJII. (2023). Laporan penetrasi internet Indonesia 2023. Asosiasi Penyelenggara Jasa Internet Indonesia.

Aprilia, S. P., & Fitriani, N. (2025). The influence of live streaming and customer reviews on purchase decisions mediated by customer trust in the TikTok Shop application of Generation Z in Jakarta. Paper presented at Perbanas International Conference on Economics, Business, Management, Accounting and IT (PROFICIENT).

Ariffin, N. M., Fikry, A., Shobri, N. D. M., & Che Ilias, I. S. (2024). A review of TikTok livestreaming commerce. Information Management and Business Review, 16(3), 67–77.

Associated Press. (2023, October 4). TikTok ends retail business in Indonesia after ban on social media shopping. AP News.

Az Zahra, E. S., Prasista, S., Ariyanti, S. A., Wiarco, F. N., Amir, L. A. F., & Fachmi, M. (2025). Impact of live shopping and consumer trust on purchase decision: A study on TikTok Shop users. In Proceedings of the International Conference on Digital Business Innovation and Technology Management (ICONBIT), 1(2). Universitas Negeri Surabaya.

Bintang, L. H., Edward, Y. R., & Marpaung, F. K. (2025). The impact of online customer review and online customer rating on purchase interest with trust as an intervening variable at Shopee marketplace: Empirical study of FE UNPRI students. In Proceedings of the International Conference on Economics, Business, Management and Accounting (ICEBesMA), 1(1). Universitas Prima Indonesia.

Borchers, N. S. (2023). Why do we trust in online reviews? Integrative literature review and future research directions. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 17(2), Article 7.

Cahyani, N. M. D., & dkk. (2024). Analisis peran ulasan pelanggan dan citra merek terhadap kepercayaan konsumen pada platform social commerce. Jurnal Ilmiah Manajemen dan Kewirausahaan.

Chaffey, D., & Ellis-Chadwick, F. (2019). Digital marketing: Strategy, implementation and practice (7th ed.). Pearson.

Christiana, L., & Pratama, A. (2024). Pengaruh online customer review dan online customer rating terhadap keputusan pembelian dengan trust sebagai variabel mediasi. Jurnal Ekonomi dan Bisnis Digital, 3(1).

ContentGrip. (2025, April 25). Inside Indonesia’s US$22 billion social commerce future: Live shopping, influencer trust, and TikTok Shop.

Cube Asia. (2023, Juli 8). TikTok Shop Indonesia’s sales surge in 2023.

Deni, R. S., Jati, L. J., Assa’ady, M. C. U., Anggriani, R., & Wardi, P. A. (2025). Keputusan pembelian melalui fitur belanja TikTok Shop: Perspektif pengalaman pengguna dan live shopping. J-CEKI: Jurnal Cendekia Ilmiah, 4(4), 1079–1090.

Dewi, R. K., & Auliya, Z. F. (2025). Pengaruh live streaming terhadap customer trust dan purchase intention pada produk kecantikan di TikTok Shop. Jurnal Riset Pemasaran, 4(1).

Fadilah, H. N. (2023). Membangun kepercayaan konsumen dalam e-commerce (survei: mahasiswa Universitas Wiralodra). Interkoneksi: Journal of Computer Science and Digital Business, 1(1), 19–29.

Faerrosa, L., Algifani, M. G., & Widiyasti, B. D. (2025). Moderating the influence of online customer reviews and online customer ratings on purchase intention with live streaming. Alexandria: Journal of Economics, Business, & Entrepreneurship, 6(1), 37–44.

Farki, A., Baihaqi, I., & Wibawa, B. M. (2016). Pengaruh online customer review dan rating terhadap kepercayaan konsumen terhadap toko online di Indonesia. Jurnal Teknik ITS, 5(2), 614-619.

Filieri, R., & McLeay, F. (2014). E-WOM and accommodation: User-generated content and its impact on online hotel reservation. Journal of Travel Research, 53(1), 44–57.

Firdausiah, S., Lukitaningsih, A., & Hutami, L. T. H. (2023). Pengaruh online customer review, online customer rating, dan price consciousness terhadap keputusan pembelian. Al-Kharaj: Jurnal Ekonomi, Keuangan & Bisnis Syariah, 5(6), 2358–2368.

Frahyanti. (2024). Strategi keamanan transaksi dan reputasi platform dalam meningkatkan kepercayaan konsumen digital. Jurnal Manajemen Terapan.

Fransiscus, R., Hardiyanto, H., & Wijaya, A. S. (2022). Pengaruh online customer rating dan online customer review terhadap keputusan pembelian pada marketplace Shopee. Jurnal Ekonomi dan Bisnis, 11(1).

Garni, W., Gautama, B. P., & Yanto, A. S. (2023). Pengaruh live streaming shopping terhadap minat beli konsumen pada marketplace. Jurnal Manajemen dan Bisnis, 5(2).

Ghozali, I. (2016). Aplikasi analisis multivariate dengan program IBM SPSS 23 (P. P. Harto, Ed.; 8th ed.). Universitas Diponegoro.

Ghozali, I. (2021). Partial least squares konsep, teknik, dan aplikasi menggunakan program SmartPLS 3.2.9 untuk penelitian empiris (3rd ed.). Universitas Diponegoro.

Gong, Y., Wang, H., Xia, Q., Zheng, L., & Shi, Y. (2021). Factors that determine a patient’s willingness to physician selection in online healthcare communities: A trust theory perspective. Technology in Society, 64, 101510.

Google, Temasek, & Bain & Company. (2023). e-Conomy SEA 2023: Reaching new heights in navigating headwinds. Google.

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage Learning.

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). SAGE Publications, Inc.

Hajli, M. N. (2014). A study of the impact of social media on consumers. International Journal of Market Research, 56(3), 387–404. https://doi.org/10.2501/IJMR-2014-025

Hardani, Auliya, N. H., Andriyani, H., Fardani, R. A., Ustiawaty, J., Utami, E. F., Sukmana, D. J., & Istiqomah, R. R. (2020). Metode penelitian kualitatif & kuantitatif (H. Abadi, Ed.). CV. Pustaka Ilmu.

Herlina. (2023). Strategi live streaming shopping dalam meningkatkan customer trust pada platform TikTok Shop. Jurnal Pemasaran Digital, 2(4).

Hidayat, A. F. (2025). Pengaruh rating dan review Google Maps terhadap purchase decision melalui e-trust sebagai mediasi pada bisnis kuliner di Purwokerto (Skripsi, Universitas Telkom). Universitas Telkom Repository.

Huaiyuan Yang Warta Ekonomi. (2021, 27 Januari). E-commerce live streaming dan konten rekomendasi semakin meroket di Indonesia. Warta Ekonomi.

Hulu, Y. J., & Christiarini, R. (2023). Pengaruh live streaming shopping terhadap penjualan barang thriftshop di Kota Batam. Jurnal Wawasan Manajemen, 11(1), 74–91.

Irdiana, S., Robustin, T. P., & Putri, N. L. I. (2025). Dinamika pemasaran Tiktok Shop: Peran live streaming, content marketing, dan online customer review dalam meningkatkan keputusan pembelian konsumen. Jurnal Ilmiah Global Education, 6(2), 485–492.

Kamisa, K., Hardiyanto, H., & Wijaya, A. S. (2022). Pengaruh online customer review dan online customer rating terhadap kepercayaan konsumen dalam berbelanja di marketplace Shopee. Jurnal Ekonomi dan Bisnis, 11(1).

Khrisyantara, I. P. F., Rosyidi, F. A., Ratulangi, A. P. A., & Rakhmawati, N. A. (2024). Analisis pengaruh transaksi palsu (fake review) terhadap persepsi risiko dan minat beli mahasiswa Sistem Informasi ITS pada produk di marketplace. Etika Teknologi Informasi, 1(1).

Kim, S., & Park, H. (2019). Effects of various characteristics of social commerce (shoppertainment) on consumers’ trust and purchase intention. International Journal of Information Management, 46, 188–199.

Kingsnorth, S. (2019). Digital marketing strategy: An integrated approach to online marketing (2nd ed.). Kogan Page Publishers.

Komariyah, S. (2022). Pengaruh online customer review dan online customer rating terhadap keputusan pembelian pada marketplace Shopee (Studi kasus pada mahasiswa Universitas Islam Majapahit). Jurnal Ilmu Manajemen dan Kewirausahaan, 2(1).

Kotler, P., & Keller, K. L. (2021). Marketing management (16th ed.). Pearson Education.

Kotler, P., Kartajaya, H., & Setiawan, I. (2021). Marketing 5.0: Technology for humanity. John Wiley & Sons.

Kumparan. (2023, October 12). Viral fake buyer di TikTok, apa artinya? Kumparan.

Lackermair, G., Kailer, D., & Kanmaz, K. (2013). Importance of online product reviews from a consumer's perspective. Advances in Economics and Business, 1(1), 1–5.

Liu, H., Jayawardhena, C., Shukla, P., Osburg, V.-S., & Yoganathan, V. (2024). Electronic word of mouth 2.0 (eWOM 2.0) – The evolution of eWOM research in the new age. Journal of Business Research, 176, 114587.

MahasiswaIndonesia.id. (2025, Juli 5). Scroll, pilih, percaya: Fenomena kepercayaan konsumen terhadap produk e-commerce.

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. https://doi.org/10.2753/JEC1086-4415160201

Mandala, M., Afifah, N., Giriati, G., Purnomo, B., & Setiawan, H. (2025). Pengaruh product information quality dan electronic word-of-mouth (E-WOM) terhadap purchase intention pada platform TikTok Shop di Indonesia dengan customer trust sebagai mediasi. Primary Journal of Multidisciplinary Research, 1(3), 58–70.

MarketingTechNews. (2024, May 28). 3.3 million fake reviews removed in 2023, as total reviews surged to a record 54 million.

Mathayomchan, B., & Taecharungroj, V. (2020). “How was your meal?” Examining customer experience using Google maps reviews. International Journal of Hospitality Management, 90, 102641.

MediaKonsumen. (2024, Maret 12). Review palsu di TikTok Shop yang menjatuhkan, tapi dianggap tidak melanggar ketentuan.

Meliana, P. (2025). Live shopping & TikTok Shop in Indonesia’s e-commerce boom. ContentGrip.

Morgan, R. M., & Hunt, S. D. (1994). The commitment-trust theory of relationship marketing. Journal of Marketing, 58(3), 20–38.

Mou, J., & Benyoucef, M. (2021). Consumer behavior in social commerce: Results from a meta-analysis. Technological Forecasting and Social Change, 167, 120734.

Mukarromah, A. (2023). Pengaruh online customer review dan online customer rating terhadap keputusan pembelian pada marketplace Shopee. Journal of Creative Student Research, 1(6), 199–207.

Muna, N., & Dewi, N. L. P. S. (2024). The role of consumer trust mediates the influence of live streaming on purchasing decisions for N’Pure products on TikTok Shop. Jurnal Manajemen Sains dan Organisasi, 5(3), 181–195.

Mutmainah. (2025). Pengaruh ulasan online terhadap keputusan pembelian produk pada platform Shopee. Jurnal Ekonomi, Manajemen Pariwisata dan Perhotelan, 4(3), 696–706.

Nurjanah, S., et al. (2023). The effect of fake reviews and consumer trust on online purchase intentions in e-commerce. Journal of Business and Management Studies, 4(2), 112-120.

Published

2026-06-30

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