Main Article Content
Abstract
The development of social commerce through TikTok Shop has changed consumer shopping behavior, especially among male Gen Z consumers, known as digital natives. The integration of visual content, social interaction, and ease of transactions has led to increased impulsive buying. This study aims to analyze the influence of user-generated content, discount promotions, and reviews on impulsive buying among male Gen Z consumers on TikTok Shop. This study uses a quantitative, correlational method. The sample of this study was 110 male Gen Z respondents aged 13-28 years who reside in Temanggung Regency and have made a purchase on TikTok Shop at least once in the last six months. The sampling technique used was purposive sampling, and data were collected through an online questionnaire. Data analysis used Partial Least Squares-Structural Equation Modeling (PLS-SEM) with the help of SmartPLS 3.0. The results showed that user-generated content has a positive and significant effect on impulsive buying (p-value <), indicating that authentic user-generated content is more attractive and trustworthy. Discount promotions have a positive and significant effect on impulsive buying (p-value <), suggesting that price offers and time limits can encourage impulsive buying. Reviews also have a positive and significant effect on impulsive buying (p-value <), indicating the importance of social validation in the decision-making process. Simultaneously, all three independent variables contribute significantly to impulsive buying among Gen Z males on TikTok Shop.
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References
- Adam, I. O., & Alhassan, M. D. (2021). Social media and e-commerce at the global level: Do ICT access and ICT skills matter? International Journal of E-Business Research, 17(4), 1–18. https://doi.org/10.4018/IJEBR.2021100101
- Afkar, M. A., & Yusmaneli. (2023). Model Bisnis TikTok Shop dan Implikasinya terhadap Ekonomi Digital di Indonesia. Journal of Law and Economics, 2(1), 41–51. https://doi.org/10.56347/jle.v2i1.180
- Aljarah, A., Sawaftah, D., Ibrahim, B., & Lahuerta-Otero, E. (2024). The differential impact of user- and firm-generated content on online brand advocacy: customer engagement and brand familiarity matter. European Journal of Innovation Management, 27(4), 1160–1181. https://doi.org/10.1108/EJIM-05-2022-0259
- Ariyanti, L., & Setyo Iriani, S. (2022). Pengaruh Promosi Penjualan Dan Electronic Word of Mouth Terhadap Pembelian Impulsif Pada Saat Special Event Day (Studi Pada Konsumen Shopee Jawa Timur). SIBATIK JOURNAL: Jurnal Ilmiah Bidang Sosial, Ekonomi, Budaya, Teknologi, Dan Pendidikan, 1(5), 491–508. https://doi.org/10.54443/sibatik.v1i5.58
- Athalla, A. B., Taqiya, H., Nabila, A., Gilang, E., Syah, M., & Aulia, V. R. (2025). Mengungkap Kecenderungan Belanja Impulsif di TikTok Shop : Sinergi Antara Frekuensi Menonton dan Emosi Antisipatif dalam Konteks Promo Terbatas. 6(1).
- Azmi Fitriyatunnisa. (2024). Pengaruh Persepsi Manfaat dan Kemudahan Penggunaan Gopaylater Terhadap Perilaku Impulse Buying Produk Fashion Pengguna E-commerce Tokopedia (Studi Kasus Pada Generasi Z Perempuan di Kota Bogor).
- Çeliker, O., Özen, Ü., & Bölen, M. C. (2024). Understanding Consumers' Switching Intention from e-Commerce to Social Commerce: A Mixed Methods Study. In International Journal of Innovation and Technology Management (Vol. 21, Issue 1). https://doi.org/10.1142/S0219877024500068
- Darmawan, D., & Gatheru, J. (2021). Understanding Impulsive Buying Behavior in the Marketplace. Journal of Social Science Studies (JOS3), 1(1), 11–18. https://doi.org/10.56348/jos3.v1i1.2
- Dila Khoirin Anisa, & Novi Marlena. (2022). Pengaruh User Generated Content Dan E-Wom Pada Aplikasi Tik-Tok Terhadap Purchase Intention Produk Fashion. Jurnal Sinar Manajemen, 9(2), 207–218. https://doi.org/10.56338/jsm.v9i2.2610
- Fitri, F. A., & Millanyani, H. (2023). The effects of personal and situational factors on impulse buying among Tiket.com users in Indonesia. Asian Management and Business Review, 3(2), 210–226. https://doi.org/10.20885/ambr.vol3.iss2.art8
- Gibran, R., & Juliandara, L. (2025). Pengaruh Review Dan Affiliate Marketing Terhadap Impulsive Buying Konsumen TikTok. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA), 9(1), 2109–2122. https://doi.org/10.31955/mea.v9i1.4790
- Ginting, R. U. N., Harahap, D. A., & Rohandi, M. M. A. (2023). Pengaruh Product Quality, Online Customer Review, dan Price Discount terhadap Impulse Buying pada Marketplace Shopee. Bandung Conference Series: Business and Management, 3(2), 758–767. https://doi.org/10.29313/bcsbm.v3i2.8031
- Hayat, M. A., Hermawan, A., & Nuryadin, A. (2024). Pengaruh Social Media Marketing Dan User Generated Content (Ugc) Terhadap Purchase Decision Produk Luxcrime Pada Generasi Z Di Tiktok. Journal of Information Systems Management and Digital Business, 2(1), 40–49. https://doi.org/10.70248/jismdb.v2i1.1184
- Humairoh, H., Annas, M., & Rabbania, A. (2023). Gen Z: Purchase Decision on Go Green Products. Dinasti International Journal of Economics, Finance & Accounting, 4(4), 609–615. https://doi.org/10.38035/dijefa.v4i4.2132
- Ilmiyah, K., & Krishernawan, I. (2020). Pengaruh Ulasan Produk, Kemudahan, Kepercayaan, Dan Harga Terhadap Keputusan Pembelian Pada Marketplace Shopee Di Mojokerto. Maker: Jurnal Manajemen, 6(1), 31–42. https://doi.org/10.37403/mjm.v6i1.143
- Indriani, S., & Dahliana Kamener B.S., MBA., P. . (2022). Pengaruh Shopping Lifestyle dan Price Discount terhadap Impulse Buying dengan Positive Emotion sebagai Variabel Intervening. Stiamak Barunawati Surabaya. https://etd.umy.ac.id/id/eprint/31012/%0Ahttps://etd.umy.ac.id/id/eprint/31012/1/Halaman Judul.pdf
- Irawati, W., & Santoso, R. P. (2021). Pengaruh Promosi Online, Price Discount, Dan Product Assortment Terhadap Impulse Buying. JPEKBM (Jurnal Pendidikan Ekonomi, Kewirausahaan, Bisnis Dan Manajemen), 5(2), 59. https://doi.org/10.32682/jpekbm.v5i2.2260
- Isalman, I., & Putera, A. (2024). Dampak Marketplace Layout Design, Sales Promotion, dan Customer Review Terhadap Impulse Buying. Jurnal Ecodemica : Jurnal Ekonomi Manajemen Dan Bisnis, 8(1), 48–57. https://doi.org/10.31294/eco.v8i1.21998
- Kaur, K., & Sharma, T. (2024). Impulse buying in the digital age: An exploration using a systematic literature review approach. Journal of Consumer Behaviour, 23(5), 2553–2584. https://doi.org/10.1002/cb.2360
- Komunikasi, I. D. A. N., & Pengantar, K. (2018). Survei akses teknologi informasi dan komunikasi.
- Kwon, J., & Ahn, J. (2021). The effects of cruise attributes on impulse buying behavior: the mediating role of impulsive buying tendency. In International Journal of Quality and Service Sciences (Vol. 13, Issue 3, pp. 456–470). https://doi.org/10.1108/IJQSS-09-2020-0141
- 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. https://doi.org/10.13189/aeb.2013.010101
- Luo, W., & Lee, Y. (2022). How User-Generated Content Characteristics Influence the Impulsive Consumption : Moderating Effect of Tie Strength. 2018469, 275–294.
- Maidah, E. Al, & Sari, D. K. (2022). Pengaruh Price Discount, Fashion Involvement dan Shopping Lifestyle terhadap Impulse Buying pada Pengguna Brand ERIGO Apparel di Sidoarjo. BALANCE: Economic, Business, Management and Accounting Journal, 19(2), 165. https://doi.org/10.30651/blc.v19i2.13014
- Muda, M., & Hamzah, M. I. (2021). Should I suggest this YouTube clip? The impact of UGC source credibility on eWOM and purchase intention. Journal of Research in Interactive Marketing, 15(3), 441–459. https://doi.org/10.1108/JRIM-04-2020-0072
- Mustika, W., Kurniawati, M., & Permata Sari, M. (2022). Pengaruh Motivasi Belanja Hedonis Terhadap Perilaku Pembelian Impulsif Kategori Produk Fashion Online Pada Marketplace. Primanomics : Jurnal Ekonomi & Bisnis, 21(1), 141–151. https://doi.org/10.31253/pe.v21i1.1796
- Nawastuti, N., & Irmawati. (2023). Pengaruh Influencer dan E-WOM terhadap Loyalitas Pelanggan Melalui Kepuasan Pelanggan sebagai Variabel Mediasi Pada Pelanggan TikTok Shop. Jurnal Informatika Ekonomi Bisnis, 5, 1415–1421. https://doi.org/10.37034/infeb.v5i4.735
- Pramesti, K. D., & Alversia, Y. (2024). The Influence of Attitude Toward User-Generated Content (UGC) in TikTok on Purchase Intention. 630–639. https://doi.org/10.2991/978-94-6463-234-7_66
- Putri, I. A. D., & Fikriyah, K. (2023). Pengaruh Influencer Dan Online Customer Review Terhadap Pembelian Impulsif Pada Produk Kosmetik Halal Di Tiktok Shop. Jurnal Ilmiah Edunomika, 07(01), 1–12. https://www.jurnal.stie-aas.ac.id/index.php/jie/article/view/8062/pdf
- Putri, V. J. (2020). Pengaruh User-Generated Content (Ugc) Dan Kualitas Produk Terhadap Minat Beli Konsumen Dapur Mbok Sarminah. Performa, 5(2), 95–102. https://doi.org/10.37715/jp.v5i1.1536
- Rika, A. W., Basalamah, M. B., & Rahmawati, R. (2021). Pengaruh Lingkungan Teman Sebaya, Viral Marketing, dan Customer Online Review Terhadap Keputusan Pembelian Impulsif Secara Online di Shopee (Studi Kasus Mahasiswa Fakultas Ekonomi dan Bisnis Angkatan 2018 Universitas Islam Malang). E-JRM Jurnal Ilmiah Riset Manajemen, 10(13), 120–133. https://jim.unisma.ac.id/index.php/jrm/article/view/14616
- Rook, D. W., & Fisher, R. J. (1995). Normative Influences on Impulsive Buying Behavior. Journal of Consumer Research, 22(3), 305. https://doi.org/10.1086/209452
- Rudy Azhar Setiawan, Askolani, dan D. M. P. (2023). Pengaruh Persepsi Harga Dan Ulasan Produk Terhadap Keputusan Pembelian Online (Survei pada konsumen Erigo Official Shop Shopee . co . id di Kota Tasikmalaya ). 6(September), 188–203.
- Rusni, A., & Solihin, A. (2022). Pengaruh Motivasi Belanja Hedonis, Diskon Harga Dan Tagline "Gratis Ongkir" Terhadap Keputusan Pembelian Impulsif Secara Online Di Shopee. Jurnal Ilmiah Manajemen Dan Bisnis, 7(2), 167–179. https://doi.org/10.38043/jimb.v7i2.3841
- Salim, A., & Fermayani, R. (2021). Pengaruh Potongan Harga, Promosi Penjualan, Tampilan Dalam Toko Terhadap Keputusan Pembelian Impulsif Konsumen Matahari Departement Store Padang. Jurnal Menara Ekonomi : Penelitian Dan Kajian Ilmiah Bidang Ekonomi, 7(3). https://doi.org/10.31869/me.v7i3.2836
- Sandra, J. V., & Anjaningrum, W. D. (2021). Pengaruh Suasana Toko Dan Diskon Terhadap Pembelian Impulsif Pada Matahari Department Store Pasar Besar Malang. Jurnal Manajemen Dan Profesional, 2(2), 49–59. https://doi.org/10.32815/jpro.v2i2.873
- Saputri, S. A., & Novitaningtyas, I. (2022). Analisis Pengaruh Kualitas Produk Dan Review Beauty Vlogger Terhadap Keputusan Pembelian Pada Produk Kosmetik. Among Makarti, 15(1), 65–76. https://doi.org/10.52353/ama.v15i1.243
- Sugiyono. (2020). Metode penelitian kuantitatif, kualitatif, R&D (Issue January).
- Suwardono, H. (2025). Electronic Word Of Mouth As A Moderating Variable Of The Influence Of User-Generated Content On Purchasing Decisions. 4(1), 125–130.
- Tripath, V. M. (2023). Role of Social Commerce in Consumer Trust and Loyalty: A Quantitative Investigation. Journal of Algebraic Statistics, 9(1), 150–154. https://doi.org/10.52783/jas.v9i1.1453
- Utama, A., Hariningsih, E., Mustikasari, A., & Wardana, W. (2025). Shopping under the influence : how price discounts and hedonic motivation drive impulse buying among young consumers in Indonesia. Cogent Business & Management, 12(1). https://doi.org/10.1080/23311975.2025.2539456
- Wardah, N. A., & Harti, H. (2021). Pengaruh Gaya Hidup Berbelanja Dan Promosi Penjualan Terhadap Pembelian Impulsif Avoskin Di Shopee. Ecobisma (Jurnal Ekonomi, Bisnis Dan Manajemen), 8(2), 145–166. https://doi.org/10.36987/ecobi.v8i2.2090
- Yulindasari, E. R., & Fikriyah, K. (2022). Journal of Islamic Economics and Finance Studies-Pengaruh e-WoM (Electronic Word of Mouth) terhadap Keputusan Pembelian Kosmetik Halal di Shopee. Journal of Islamic Economics and Finance Studies,3(1),55–69.
References
Adam, I. O., & Alhassan, M. D. (2021). Social media and e-commerce at the global level: Do ICT access and ICT skills matter? International Journal of E-Business Research, 17(4), 1–18. https://doi.org/10.4018/IJEBR.2021100101
Afkar, M. A., & Yusmaneli. (2023). Model Bisnis TikTok Shop dan Implikasinya terhadap Ekonomi Digital di Indonesia. Journal of Law and Economics, 2(1), 41–51. https://doi.org/10.56347/jle.v2i1.180
Aljarah, A., Sawaftah, D., Ibrahim, B., & Lahuerta-Otero, E. (2024). The differential impact of user- and firm-generated content on online brand advocacy: customer engagement and brand familiarity matter. European Journal of Innovation Management, 27(4), 1160–1181. https://doi.org/10.1108/EJIM-05-2022-0259
Ariyanti, L., & Setyo Iriani, S. (2022). Pengaruh Promosi Penjualan Dan Electronic Word of Mouth Terhadap Pembelian Impulsif Pada Saat Special Event Day (Studi Pada Konsumen Shopee Jawa Timur). SIBATIK JOURNAL: Jurnal Ilmiah Bidang Sosial, Ekonomi, Budaya, Teknologi, Dan Pendidikan, 1(5), 491–508. https://doi.org/10.54443/sibatik.v1i5.58
Athalla, A. B., Taqiya, H., Nabila, A., Gilang, E., Syah, M., & Aulia, V. R. (2025). Mengungkap Kecenderungan Belanja Impulsif di TikTok Shop : Sinergi Antara Frekuensi Menonton dan Emosi Antisipatif dalam Konteks Promo Terbatas. 6(1).
Azmi Fitriyatunnisa. (2024). Pengaruh Persepsi Manfaat dan Kemudahan Penggunaan Gopaylater Terhadap Perilaku Impulse Buying Produk Fashion Pengguna E-commerce Tokopedia (Studi Kasus Pada Generasi Z Perempuan di Kota Bogor).
Çeliker, O., Özen, Ü., & Bölen, M. C. (2024). Understanding Consumers' Switching Intention from e-Commerce to Social Commerce: A Mixed Methods Study. In International Journal of Innovation and Technology Management (Vol. 21, Issue 1). https://doi.org/10.1142/S0219877024500068
Darmawan, D., & Gatheru, J. (2021). Understanding Impulsive Buying Behavior in the Marketplace. Journal of Social Science Studies (JOS3), 1(1), 11–18. https://doi.org/10.56348/jos3.v1i1.2
Dila Khoirin Anisa, & Novi Marlena. (2022). Pengaruh User Generated Content Dan E-Wom Pada Aplikasi Tik-Tok Terhadap Purchase Intention Produk Fashion. Jurnal Sinar Manajemen, 9(2), 207–218. https://doi.org/10.56338/jsm.v9i2.2610
Fitri, F. A., & Millanyani, H. (2023). The effects of personal and situational factors on impulse buying among Tiket.com users in Indonesia. Asian Management and Business Review, 3(2), 210–226. https://doi.org/10.20885/ambr.vol3.iss2.art8
Gibran, R., & Juliandara, L. (2025). Pengaruh Review Dan Affiliate Marketing Terhadap Impulsive Buying Konsumen TikTok. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA), 9(1), 2109–2122. https://doi.org/10.31955/mea.v9i1.4790
Ginting, R. U. N., Harahap, D. A., & Rohandi, M. M. A. (2023). Pengaruh Product Quality, Online Customer Review, dan Price Discount terhadap Impulse Buying pada Marketplace Shopee. Bandung Conference Series: Business and Management, 3(2), 758–767. https://doi.org/10.29313/bcsbm.v3i2.8031
Hayat, M. A., Hermawan, A., & Nuryadin, A. (2024). Pengaruh Social Media Marketing Dan User Generated Content (Ugc) Terhadap Purchase Decision Produk Luxcrime Pada Generasi Z Di Tiktok. Journal of Information Systems Management and Digital Business, 2(1), 40–49. https://doi.org/10.70248/jismdb.v2i1.1184
Humairoh, H., Annas, M., & Rabbania, A. (2023). Gen Z: Purchase Decision on Go Green Products. Dinasti International Journal of Economics, Finance & Accounting, 4(4), 609–615. https://doi.org/10.38035/dijefa.v4i4.2132
Ilmiyah, K., & Krishernawan, I. (2020). Pengaruh Ulasan Produk, Kemudahan, Kepercayaan, Dan Harga Terhadap Keputusan Pembelian Pada Marketplace Shopee Di Mojokerto. Maker: Jurnal Manajemen, 6(1), 31–42. https://doi.org/10.37403/mjm.v6i1.143
Indriani, S., & Dahliana Kamener B.S., MBA., P. . (2022). Pengaruh Shopping Lifestyle dan Price Discount terhadap Impulse Buying dengan Positive Emotion sebagai Variabel Intervening. Stiamak Barunawati Surabaya. https://etd.umy.ac.id/id/eprint/31012/%0Ahttps://etd.umy.ac.id/id/eprint/31012/1/Halaman Judul.pdf
Irawati, W., & Santoso, R. P. (2021). Pengaruh Promosi Online, Price Discount, Dan Product Assortment Terhadap Impulse Buying. JPEKBM (Jurnal Pendidikan Ekonomi, Kewirausahaan, Bisnis Dan Manajemen), 5(2), 59. https://doi.org/10.32682/jpekbm.v5i2.2260
Isalman, I., & Putera, A. (2024). Dampak Marketplace Layout Design, Sales Promotion, dan Customer Review Terhadap Impulse Buying. Jurnal Ecodemica : Jurnal Ekonomi Manajemen Dan Bisnis, 8(1), 48–57. https://doi.org/10.31294/eco.v8i1.21998
Kaur, K., & Sharma, T. (2024). Impulse buying in the digital age: An exploration using a systematic literature review approach. Journal of Consumer Behaviour, 23(5), 2553–2584. https://doi.org/10.1002/cb.2360
Komunikasi, I. D. A. N., & Pengantar, K. (2018). Survei akses teknologi informasi dan komunikasi.
Kwon, J., & Ahn, J. (2021). The effects of cruise attributes on impulse buying behavior: the mediating role of impulsive buying tendency. In International Journal of Quality and Service Sciences (Vol. 13, Issue 3, pp. 456–470). https://doi.org/10.1108/IJQSS-09-2020-0141
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. https://doi.org/10.13189/aeb.2013.010101
Luo, W., & Lee, Y. (2022). How User-Generated Content Characteristics Influence the Impulsive Consumption : Moderating Effect of Tie Strength. 2018469, 275–294.
Maidah, E. Al, & Sari, D. K. (2022). Pengaruh Price Discount, Fashion Involvement dan Shopping Lifestyle terhadap Impulse Buying pada Pengguna Brand ERIGO Apparel di Sidoarjo. BALANCE: Economic, Business, Management and Accounting Journal, 19(2), 165. https://doi.org/10.30651/blc.v19i2.13014
Muda, M., & Hamzah, M. I. (2021). Should I suggest this YouTube clip? The impact of UGC source credibility on eWOM and purchase intention. Journal of Research in Interactive Marketing, 15(3), 441–459. https://doi.org/10.1108/JRIM-04-2020-0072
Mustika, W., Kurniawati, M., & Permata Sari, M. (2022). Pengaruh Motivasi Belanja Hedonis Terhadap Perilaku Pembelian Impulsif Kategori Produk Fashion Online Pada Marketplace. Primanomics : Jurnal Ekonomi & Bisnis, 21(1), 141–151. https://doi.org/10.31253/pe.v21i1.1796
Nawastuti, N., & Irmawati. (2023). Pengaruh Influencer dan E-WOM terhadap Loyalitas Pelanggan Melalui Kepuasan Pelanggan sebagai Variabel Mediasi Pada Pelanggan TikTok Shop. Jurnal Informatika Ekonomi Bisnis, 5, 1415–1421. https://doi.org/10.37034/infeb.v5i4.735
Pramesti, K. D., & Alversia, Y. (2024). The Influence of Attitude Toward User-Generated Content (UGC) in TikTok on Purchase Intention. 630–639. https://doi.org/10.2991/978-94-6463-234-7_66
Putri, I. A. D., & Fikriyah, K. (2023). Pengaruh Influencer Dan Online Customer Review Terhadap Pembelian Impulsif Pada Produk Kosmetik Halal Di Tiktok Shop. Jurnal Ilmiah Edunomika, 07(01), 1–12. https://www.jurnal.stie-aas.ac.id/index.php/jie/article/view/8062/pdf
Putri, V. J. (2020). Pengaruh User-Generated Content (Ugc) Dan Kualitas Produk Terhadap Minat Beli Konsumen Dapur Mbok Sarminah. Performa, 5(2), 95–102. https://doi.org/10.37715/jp.v5i1.1536
Rika, A. W., Basalamah, M. B., & Rahmawati, R. (2021). Pengaruh Lingkungan Teman Sebaya, Viral Marketing, dan Customer Online Review Terhadap Keputusan Pembelian Impulsif Secara Online di Shopee (Studi Kasus Mahasiswa Fakultas Ekonomi dan Bisnis Angkatan 2018 Universitas Islam Malang). E-JRM Jurnal Ilmiah Riset Manajemen, 10(13), 120–133. https://jim.unisma.ac.id/index.php/jrm/article/view/14616
Rook, D. W., & Fisher, R. J. (1995). Normative Influences on Impulsive Buying Behavior. Journal of Consumer Research, 22(3), 305. https://doi.org/10.1086/209452
Rudy Azhar Setiawan, Askolani, dan D. M. P. (2023). Pengaruh Persepsi Harga Dan Ulasan Produk Terhadap Keputusan Pembelian Online (Survei pada konsumen Erigo Official Shop Shopee . co . id di Kota Tasikmalaya ). 6(September), 188–203.
Rusni, A., & Solihin, A. (2022). Pengaruh Motivasi Belanja Hedonis, Diskon Harga Dan Tagline "Gratis Ongkir" Terhadap Keputusan Pembelian Impulsif Secara Online Di Shopee. Jurnal Ilmiah Manajemen Dan Bisnis, 7(2), 167–179. https://doi.org/10.38043/jimb.v7i2.3841
Salim, A., & Fermayani, R. (2021). Pengaruh Potongan Harga, Promosi Penjualan, Tampilan Dalam Toko Terhadap Keputusan Pembelian Impulsif Konsumen Matahari Departement Store Padang. Jurnal Menara Ekonomi : Penelitian Dan Kajian Ilmiah Bidang Ekonomi, 7(3). https://doi.org/10.31869/me.v7i3.2836
Sandra, J. V., & Anjaningrum, W. D. (2021). Pengaruh Suasana Toko Dan Diskon Terhadap Pembelian Impulsif Pada Matahari Department Store Pasar Besar Malang. Jurnal Manajemen Dan Profesional, 2(2), 49–59. https://doi.org/10.32815/jpro.v2i2.873
Saputri, S. A., & Novitaningtyas, I. (2022). Analisis Pengaruh Kualitas Produk Dan Review Beauty Vlogger Terhadap Keputusan Pembelian Pada Produk Kosmetik. Among Makarti, 15(1), 65–76. https://doi.org/10.52353/ama.v15i1.243
Sugiyono. (2020). Metode penelitian kuantitatif, kualitatif, R&D (Issue January).
Suwardono, H. (2025). Electronic Word Of Mouth As A Moderating Variable Of The Influence Of User-Generated Content On Purchasing Decisions. 4(1), 125–130.
Tripath, V. M. (2023). Role of Social Commerce in Consumer Trust and Loyalty: A Quantitative Investigation. Journal of Algebraic Statistics, 9(1), 150–154. https://doi.org/10.52783/jas.v9i1.1453
Utama, A., Hariningsih, E., Mustikasari, A., & Wardana, W. (2025). Shopping under the influence : how price discounts and hedonic motivation drive impulse buying among young consumers in Indonesia. Cogent Business & Management, 12(1). https://doi.org/10.1080/23311975.2025.2539456
Wardah, N. A., & Harti, H. (2021). Pengaruh Gaya Hidup Berbelanja Dan Promosi Penjualan Terhadap Pembelian Impulsif Avoskin Di Shopee. Ecobisma (Jurnal Ekonomi, Bisnis Dan Manajemen), 8(2), 145–166. https://doi.org/10.36987/ecobi.v8i2.2090
Yulindasari, E. R., & Fikriyah, K. (2022). Journal of Islamic Economics and Finance Studies-Pengaruh e-WoM (Electronic Word of Mouth) terhadap Keputusan Pembelian Kosmetik Halal di Shopee. Journal of Islamic Economics and Finance Studies,3(1),55–69.