Peran fitur virtual try-on dan ulasan pelanggan online dalam meningkatkan niat beli konsumen: Studi pada produk lipstik Maybelline di Shopee
DOI:
https://doi.org/10.53088/jmdb.v6i1.2887Keywords:
Virtual Try On, Effort Expectancy, Perfomance Expectancy, Online Customer Review, Purchase IntentionAbstract
This study examines the influence of the virtual try-on feature framed within the Unified Theory of Acceptance and Use of Technology (UTAUT) and online customer reviews on consumers' purchase intention toward Maybelline lipstick on Shopee. A quantitative approach was employed, with data collected from 114 active Shopee users in Parongpong District, West Bandung Regency. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS software. The results indicate that effort expectancy, performance expectancy, and online customer reviews have a positive and significant influence on purchase intention in the context of using the virtual try-on feature on the Shopee platform. Of the three variables examined, online customer reviews were identified as the dominant factor influencing consumers' purchase intention. These findings indicate that integrating augmented reality technology via the virtual try-on feature, supported by a credible customer review system, can reduce consumer uncertainty and enhance consumer confidence when purchasing cosmetic products online. This study provides practical implications for e-commerce platforms and cosmetic companies, particularly in optimizing interactive digital features and strengthening customer review management systems as strategies to enhance consumers' purchase intention in online marketplaces.
References
Aditya, E., Siregar, M., & Sari, D. (2023). Measuring Purchase Decision Tendencies of E-Commerce Consumers in the Special Capital Region of Jakarta. In Jurnal Dinamika Manajemen dan Bisnis (Vol. 6, Number 1). https://doi.org/10.21009/JDMB.06.1.2
Alalwan, A. A., Dwivedi, Y. K., & Rana, N. P. (2017). Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust. International Journal of Information Management, 37(3), 99–110. https://doi.org/10.1016/j.ijinfomgt.2017.01.002
Alblooshi, S., & Abdul, N. (2022). The Effect of Performance Expectancy on Actual Use of E-learning throughout the Mediation Role of Behaviour Intention. Journal of E-Learning and Higher Education, 1–11. https://doi.org/10.5171/2022.628490
Almayani, R., & Graciafernandy, M. (2023). Pengaruh Online Customer Review, Online Customer Ratingdan Online Promotion Terhadap Keputusan PembelianOnline Di Shopee. https://doi.org/10.46918/point.v5i1.1800
Ardianti, A., & Widiartanto. (2019). Pengaruh Online Customer Review dan Online Customer Rating terhadap Keputusan Pembelian melalui Marketplace Shopee. (Studi pada Mahasiswa Aktif FISIP Undip). http://teknonisme.com
Aruan, S. H., Purba, H., & Hutabarat, F. (2024). Pengaruh Penggunaan Layanan Influencer, Konten Pemasaran Digital, Dan Perasaan Senang Dalam Berbelanja Terhadap Niat Membeli Di Media Sosial Tiktok Sebagai Moderasi Adaptasi Informasi. Journal of Economic, Bussines and Accounting (COSTING), 7(4), 7051–7064. https://doi.org/10.31539/costing.v7i4.9895
Azis, E., Sitaniapessy, A., & Novandari, W. (2025). Online customer reviews and ratings as key drivers of purchase intention: The mediating role of trust. Jurnal Manajemen Maranatha, 25(1), 81–98. https://doi.org10.28932/jmm.v25i1.13336
Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2024). Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management, 41(2), 745–783. https://doi.org/10.1007/s10490-023-09871-y
Chopdar, P., Korfiatis, N., Sivakumar, V., & Lytras, M. D. (2018). Mobile shopping apps adoption and perceived risks: A cross-country perspective utilizing the Unified Theory of Acceptance and Use of Technology. https://doi.org/10.1016/j.chb.2018.04.017
Compas. (2021). Data Penjualan Maybelline Tembus Rp 6 Miliar di e-Commerce. https://compas.co.id/article/data-penjualan-maybelline/
Costa, A., Marozzo, V., & Abbate, T. (2025). Consumers’ attitudes toward virtual try-on technology: an extended TAM model. International Journal of Retail and Distribution Management, 53(13), 184–199. https://doi.org/10.1108/IJRDM-01-2025-0060
Fernandes, S., Panda, R., Venkatesh, V. G., Swar, B. N., & Shi, Y. (2022). Measuring the Impact of Online Reviews on Consumer Purchase Decisions-A Scale Development Study. https://doi.org/10.1016/j.jretconser.2022.103066
Fimela. (2023). Beli Lipstik Secara Online Tak Takut Salah Warna Lagi dengan BeautyCam. https://www.fimela.com/beauty/read/5441010/beli-lipstik-secara-online-tak-takut-salah-warna-lagi-dengan-beautycam
GoodStats Data. (2025). Shopee Jadi Platform Belanja Online Paling Sering Dikunjungi 2025. https://data.goodstats.id/statistic/shopee-jadi-platform-belanja-online-paling-sering-dikunjungi-2025-6gMrM
Hair, J., & Alamer, A. (2022). Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example. Research Methods in Applied Linguistics, 1(3). https://doi.org/10.1016/j.rmal.2022.100027
Harini, I. B. V., Selvalakshmi, M., & Deepa, R. (2025). Embracing E-commerce among family support women entrepreneurs in MSMEs: utilizing the UTAUT model. Decision, 52(1), 83–100. https://doi.org/10.1007/s40622-025-00421-7
Hutabarat, F. (2024). The Effect of Brand Awareness on Decisive Customer Intention and Purchase Behavior of Shopee Gen Z Customers. CogITo Smart Journal, 10(1), 553–565. https://doi.org/10.31154/cogito.v10i1.659.553-565
Ingriana, A., Chondro, J., & Rolando, B. (2024). Transformasi Digital Model Bisnis Kreatif: Peran Sentral E-Commerce dan Inovasi Teknologi di Indonesia (Vol. 1, Number 1). https://doi.org/h10.1234/jumder.v1i1.8
Isniah, S., Supriatna, A., Prawesti, G., & Dhuha, H. (2025). licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA). Journal Industrial Servicess Is, 11(1). https://doi.org/10.62870/jiss.v11i1.29023
Khan, M. M., Shams-E-Mofiz, M., & Sharmin, Z. A. (2020). Development of E-Commerce-Based Online Web Application for COVID-19 Pandemic. IBusiness, 12(04), 113–126. https://doi.org/10.4236/ib.2020.124008
Khildani, A., Suhermin, & Lestariningsih, M. (2021). Pengaruh Efikasi Diri dan Lokus Kendali terhadap Kinerja Karyawan Melalui Learning Agility. 10(2). https://doi.org/https://10.33059/jmk.v10i2.4186
Kotler, P., & Armstrong, G. (2021). Principle of Marketing. Pearson.
Kotler, Philip., & Keller, K. Lane. (2016). Marketing management. Pearson.
Kowalczuk, P., Siepmann (née Scheiben), C., & Adler, J. (2021). Cognitive, affective, and behavioral consumer responses to augmented reality in e-commerce: A comparative study. Journal of Business Research, 124, 357–373. https://doi.org/10.1016/j.jbusres.2020.10.050
Kumparan. (2024). 84,95% Pembaca Ragu Belanja Online karena Barang Tak Sesuai. https://kumparan.com/kumparanwoman/polling-kumparan-84-95-pembaca-ragu-belanja-online-karena-barang-tak-sesuai-23iKmbtERUS
Lin, B., & Shen, B. (2023). Study of Consumers’ Purchase Intentions on Community E-commerce Platform with the SOR Model: A Case Study of China’s “Xiaohongshu” App. Behavioral Sciences, 13(2). https://doi.org/10.3390/bs13020103
Marto, A., Gonçalves, A., Melo, M., Bessa, M., & Silva, R. (2023). ARAM: A Technology Acceptance Model to Ascertain the Behavioural Intention to Use Augmented Reality. Journal of Imaging, 9(3). https://doi.org/10.3390/jimaging9030073
Mulyati, Y., & Putra, Y. (2025). Pengaruh Performance Expectancy Dan Effort Expectancy Terhadap Behavioral Intention Dengan Satisfaction Sebagai Variabel Mediasi Pada Penggunaan Layanan E-Wallet Di Kota Padang. Januari, 04(1), 22–35. https://doi.org/10.47233/jppisb.v4i1.1831
Octalina, L. E., Rahimah, A., & Arifin, Z. (2023). Exploring the Contingent Role of Effort Expectancy on Online Purchase Intention in E-commerce Application. Jurnal Manajemen Teori Dan Terapan| Journal of Theory and Applied Management, 16(1), 144–161. https://doi.org/10.20473/jmtt.v16i1.41398
Oliveira, T., Thomas, M., Baptista, G., & Campos, F. (2016). Mobile payment: Understanding the determinants of customer adoption and intention to recommend the technology. Computers in Human Behavior, 61, 404–414. https://doi.org/10.1016/j.chb.2016.03.030
Pramudita, E., Achmadi, H., & Nurhaida, H. (2023). Determinants of behavioral intention toward telemedicine services among Indonesian Gen-Z and Millenials: a PLS–SEM study on Alodokter application. Journal of Innovation and Entrepreneurship, 12(1). https://doi.org/10.1186/s13731-023-00336-6
Rahi, S., Ghani, M., & Ngah, A. (2019). Integration of unified theory of acceptance and use of technology in internet banking adoption setting: Evidence from Pakistan. Technology in Society, 58. https://doi.org/10.1016/j.techsoc.2019.03.003
Sair, Ali, S., Danis, & Qaisar, R. (2018). Effect of Performance Expectancy and Effort Expectancy on the Mobile Commerce Adoption Intention through Personal Innovativeness among Pakistani Consumers. Pakistan Journal of Commerce and social sciences (PJCSS), 12(2), 501-520. https://doi.org/ hdl.handle.net/10419/188355
Dhianita, S. & Rufaidah, P. (2024). The Role of Virtual Try-On Augmented Reality of Cosmetic Products on Purchase Intention Mediated by Brand Trust. Jurnal Manajemen Bisnis, 11(2), 1111–1123. https://doi.org/10.33096/jmb.v11i2.797
Sarstedt, M., Ringle, C. M., & Hair, J. F. (2021). Partial Least Squares Structural Equation Modeling. In Handbook of Market Research (pp. 1–47). Springer International Publishing. https://doi.org/10.1007/978-3-319-05542-8_15-2
Sekali, A.S.K., & Panjaitan, I.N. (2022). Pengaruh Persepsi Harga dan Performance Expectancy terhadap Niat Beli Tenera dengan Theory of Planned Behavior (TPB). Agrilan Jurnal Agribisnis Kepulauan, 10(1), 30-41 https://doi.org/10.0.119.134/agrilan.v10i1.1339
Sholihah, R., & Indriyanti, A. D. (2022). Analisis Kepuasan Pengguna Aplikasi Camscanner Menggunakan Metode Technology Acceptance Model (TAM) dan End-User Computing Satisfaction (EUCS). Journal of Emerging Information System and Business Intelligence (JEISBI), 3(3), 102–109. https://doi.org/10.26740/jeisbi.v3i3.47236
Sinaga, R., & Hutapea, J. (2022). Analisis Pengaruh Brand Image, Harga, dan Review Product terhadap Keputusan Pembelian Skincare Wardah pada Mahasiswa UNAI.
Sudaryanto, S., Hanim, A., Rosediana Dewi, I., Kartikasari, A. D., & Rusdiyanto, R. (2025). The mediating effect of customer trust of E-WOM and online customer reviews impacting purchase decision of household electronic products at a marketplace: evidence from Indonesia. Cogent Business and Management, 12(1). https://doi.org/10.1080/23311975.2025.2503093
Sugiyono. (2013). Metode Penelitian Kuantitatif Kualitatif dan R&D. Alfabeta.
Syakinah, F., Gumilar, I., & Merliyana, R. (2025). Pengaruh Performance Expectancy, Effort Expectancy, dan Social Influence terhadap Adopsi E-Commerce di Kalangan Generasi Milenial. JAM-EKIS, 8(1). https://doi.org/10.36085/jam-ekis
Tamilmani, K., Rana, N. P., & Dwivedi, Y. K. (2021). Consumer Acceptance and Use of Information Technology: A Meta-Analytic Evaluation of UTAUT2. Information Systems Frontiers, 23(4), 987–1005. https://doi.org/10.1007/s10796-020-10007-6
Tanuwijaya, C., Ellitan, L., & Lukito, R. (2023). The Effect of Online Customer Reviews on Purchase Intention with Customer Trust as A Variable in Purchase Decision on Sociolla Consumers. Journal of Entrepreneurship & Business, 4(3), 192–203. https://doi.org/10.24123/jeb.v4i3.5764
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. In Source: MIS Quarterly (Vol. 27, Number 3). https://doi.org/ 10.2307/30036540
Waty, L. (2024). Navigating Digital Transformation: The Impact of Leadership, Digital Literacy, and Organizational Culture (Vol. 7, Number 2). https://jurnal.unai.edu/jtimb/article/view/3756
www.topbrand-award.com. (2017). Komparasi Brand. https://www.topbrand-award.com/komparasi_brand/bandingkan?id_award=1&id_kategori=1&id_subkategori=290&tahun_awal=2016&tahun_akhir=2017&brand1=MAYBELLINE
Yamin, S. (2023). SMARTPLS 3 SMARTPLS 4 AMOS & STATA Olah Data Statistik: [Mudah & Praktis]. www.dewanggapublishing.com
Yu, S., & Chen, T. (2024). Understanding older adults’ acceptance of Chatbots in healthcare delivery: an extended UTAUT model. Frontiers in Public Health, 12. https://doi.org/10.3389/fpubh.2024.1435329
Zhao, Y., Wang, L., Tang, H., & Zhang, Y. (2020). Electronic Word-of-Mouth and Consumer Purchase Intentions in Social E-Commerce. Electronic Commerce Research and Applications, 41. https://doi.org/10.1016/j.elerap.2020.100980
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