Pengaruh Live Streaming dan Flash Sale terhadap Impulse Buying melalui Positive Emotion pada Produk Bittersweet by Najla di Platform TikTok Shop
DOI:
https://doi.org/10.63822/2dmavh88Keywords:
Live Streaming, Flash Sale; Positive Emotion; Impulse Buying; TikTok ShopAbstract
The rapid development of TikTok Shop through its live streaming and flash sale features has increased impulse buying, which is influenced by consumers' positive emotions. This study aims to analyze the influence of live streaming and flash sales on impulse buying through positive emotion among consumers of Bittersweet by Najla products on TikTok Shop. This study employed a quantitative approach using the Partial Least Squares-Structural Equation Modeling (PLS-SEM) method with SmartPLS 4. The sample consisted of 130 respondents selected using purposive sampling. The results indicate that live streaming, flash sales, and positive emotion have a positive and significant effect on impulse buying. In addition, live streaming and flash sales also have a positive and significant effect on positive emotion. Furthermore, positive emotion partially mediates the relationship between live streaming and impulse buying, as well as between flash sales and impulse buying. These findings reinforce the Stimulus-Organism-Response (S-O-R) Theory, demonstrating that marketing stimuli can evoke positive emotions that ultimately encourage impulse buying.
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References
AkademikPro.id. (2025). Alasan Menggunakan SEM PLS untuk Penelitian.
Alyandro, B., Sadat, A. M., & Fawaiq, M. (2024). Pengaruh Sales Promotion, Celebrity Endorsement, dan Sosial Interaction terhadap Impulsive Buying dengan Consumer Trust sebagai Intervening pada Media Sosial TikTok Shop. J-MAS (Jurnal Manajemen Dan Sains), 9(1), 198. https://doi.org/10.33087/jmas.v9i1.1547
Anggriani, F., Hasanah, I., & Musthofa, K. (2025). Analisis Peran Social Commerce Dalam Peningkatan Penjualan Usaha Mikro Di Puruk Cahu Kabupaten Murung Raya Provinsi Kalimantan Tengah. Jurnal Ekonomi dan Bisnis, 7(2), 346–360.
Aragoncillo, L., & Orús, C. (2018). Impulse buying behaviour: An online-offline comparative and the impact of social media. Spanish Journal of Marketing - ESIC, 22(1), 42–62. https://doi.org/10.1108/SJME-03-2018-007
Arumsari, S. L., Kussudyarsana, K., Praswati, A. N., & Susila, I. (2025). Live Shopping Impulse: The Roles of Positive Emotion and Hedonic Browsing. Journal of Management and Entrepreneurship Research, 6(4), 341–357. https://doi.org/10.34001/jmer.2025.12.06.4-79
Asuquo, J. E., & Owan, V. J. (2021). A structural equation model of principals communication patterns, funds management and school-community relationship. Journal of Pedagogical Sociology and Psychology, 3(1), 1–18. https://doi.org/10.33902/jpsp.2020364435
Badan Pusat Statistik. (2024). Hasil Survei Penduduk Antar Sensus (SUPAS). BPS Press, 2(51), 306–312.
Budiaji, W. (2013). The Measurement Scale and The Number of Responses in Likert Scale. Jurnal Ilmu Pertanian Dan Perikanan, 2(2), 125–131. https://doi.org/10.31227/osf.io/k7bgy
BusinessInsight. (2023). TikTok Records Sales of IDR 107 Billion Through Live Shopping.
Data Reportal. (2025). Digital 2026: Indonesia.
Databooks. (2024). Jumlah Pengguna Aktif Bulanan Tokopedia dan TikTok Shop di Indonesia.
Dataloka. (2026). Platform E-Commerce Terpopuler di Indonesia.
Dewi, F., Soleh, A., & Febliansyah, R. (2024). The Influence Of Live Streaming And Flash Sale On Impulse Buying Among Shopee App Users In Bengkulu City. Jurnal Ekonomi, Manajemen, Bisnis Dan Akuntansi, 1(2), 81–90. https://doi.org/10.37676/jemba.v1i2.541
Digital Marketing Agency. (2025). Data Statistik Pengguna E-Commerce di Indonesia 2026: Tren, Analisis, dan Strategi Bisnis Digital.
Dila, P. (2025). Pengaruh Live Streaming Shopping TikTok terhadap Niat Beli Produk OTSKY (Studi pada Konsumen Generasi Z di Bandar Lampung). Economics and Digital Business Review, 5(2), 1541–1553.
Ervina Kumalasari, & Rizky Ramadhan Aprian Aditama. (2025). Pengaruh FOMO (Fear of Missing Out), Positive Emotion, Dan Shopping Lifestyle Terhadap Impulse Buying di Tiktok Shop (Survei Pada Mahasiswa di Surakarta). PENG: Jurnal Ekonomi Dan Manajemen, 3(1), 933–949. https://doi.org/10.62710/f2pnra66
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50.
Ghozali, I., & Latan, H. (2020). Partial Least Squares Konsep Metode dan Aplikasi Menggunakan Program SmartPLS 3.0 (Edisi 2). Universitas Diponegoro.
Gianie. (2023). Setelah "E-Commerce", Muncul "Social Commerce". Kompas.id.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd ed.). SAGE Publications.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hair, J., Hult, G. T. M., Ringle, C., Sarstedt, M., Danks, N., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook.
Hamzah, H. A., & Rachmah, A. (2024). Pengaruh Flash Sale terhadap Impulsive Buying melalui Positive Emotion (Studi pada Aeon Store BSD City). Jurnal Manajemen, 2(3), 306–312.
Henseler, J., Hubona, G., & Ray, P. A. (2016). Using PLS path modeling in new technology research: Updated guidelines. Industrial Management and Data Systems, 116(1), 2–20. https://doi.org/10.1108/IMDS-09-2015-0382
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Herliani, N., Putri, S. M., Puspita Sari, W. L., Raharja, M. C., & Meliana, R. (2025). Analisis Perilaku Impulse Buying Konsumen Muslim Di Purwokerto Pada Platform Digital Berdasarkan Teori Stimulus-Organisme-Respons (SOR). Jurnal Sains Student Research, 4(1), 228–235.
Hermawan, D., & Rofiq, A. (2024). The Effect of Flash Sale on Impulsive Buying with Positive Emotion as Mediating Variable among Shopee Users in Malang City. Jurnal Manajemen, 3(6), 2067–2078.
Herzallah, D., Liébana, F., & Leiva, F. M. (2025). Past, present, and future of social commerce: a bibliometric analysis. Quality & Quantity, 59(4). https://doi.org/10.1007/s11135-025-02103-z
Indriastuti, H., Hidayati, T., Asnawati, Martiyanti, D., Ayu, A. R. F., & Putit, L. (2024). How Real-Time Interactivity Influences Impulse Buying Behaviour in Generation Z's During Live Streaming Shopping: The Mediating Role of Perceived Enjoyment. ECONOMICS, 12(3), 279–291. https://doi.org/10.2478/eoik-2024-0047
Irbah, A. H., Alfifto, A., & Salqaura, S. A. (2025). Pengaruh Live Streaming dan Flash Sale Terhadap Pembelian Impulsif Produk Skintific di Tiktok Shop pada Mahasiswa FEB UMSU. Jurnal Bisnis Mahasiswa, 5(2), 713–724. https://doi.org/10.60036/jbm.559
Irwan, & Adam, K. (2020). Metode Partial Least Square (PLS) Dan Terapannya. Teknosains, 9(1), 53–68.
Japarianto, E., & Sugiharto, S. (2011). Pengaruh Shopping Life Style Dan Fashion Involvement Terhadap Impulse Buying Behavior Masyarakat High Income Surabaya. Jurnal Manajemen Pemasaran, 6(1), 32–41.
Jonathan. (2025). Strategi Pemasaran Flash Sale Dalam Meningkatkan Efektivitas Digital Marketing. MOSAIC (Multidisciplinary Observations, Studies and Integrated Contexts), 1(2), 31–42.
Junida, A. I. (2024). Jakarta Berpotensi Besar Jadi Pusat Ekonomi Digital Indonesia. ANTARA.
Kalodata. (2025). @bittersweetbynajla Indonesia TikTok Data.
Karim, A. (2018). Analisis Peran Kspps Dalam Mendukung Ekonomi Rakyat Berbasis Usaha Menengah Kecil. Badan Pusat Statistik Indonesia, 11, 7–18.
Kartika. (2023). Perjalanan TikTok Shop: Melesat, Ditutup, Hingga Kembali dan Gandeng Tokopedia. Liputan6.
Katadata.co.id. (2023). Live Streaming TikTok Kalahkan Shopee di Indonesia.
Khalid, M., & Purwanto, H. (2023). Analisis Perbandingan Fitur E-Commerce pada TikTok Shop dan Shopee. Jurnal Manajemen, 5(1).
Kholifah, & Trifiyanto, K. (2024). The Effect of TikTok Live Streaming Shopping on Online Consumer Trust. Jurnal Ilmiah Manajemen Kesatuan, 12(5), 1813–1820. https://doi.org/10.37641/jimkes.v12i5.2532
Kholijah, G., & Gusmanely, Z. (2024). Analisis Structural Equation Modeling Partial Least Square pada Kinerja Pegawai PT. Bank Pembangunan Daerah Jambi. Indonesian Journal of Applied Statistics, 6(2), 125. https://doi.org/10.13057/ijas.v6i2.78921
Kurniawati, D., & Judisseno, R. K. (2022). Penggunaan Skala Likert Untuk Menganalisa Efektivitas Registrasi Stakeholder Meeting: Exhibition Industry 2020. Seminar Nasional Riset Terapan Administrasi Bisnis, 142–152.
Lamis, S. F., Handayani, P. W., & Fitriani, W. R. (2022). Impulse buying during flash sales in the online marketplace. Cogent Business and Management, 9(1). https://doi.org/10.1080/23311975.2022.2068402
Li, Y., García-de-Frutos, N., & Ortega-Egea, J. M. (2025). Impulse buying in live streaming e-commerce: A systematic literature review and future research agenda. Computers in Human Behavior Reports, 19. https://doi.org/10.1016/j.chbr.2025.100676
Maulana, M. R., Novie, M., Muzdalifah, L., & Kamila, E. R. (2025). Pengaruh Live Streaming Dan Diskon Melalui Emosi Positif Terhadap Keputusan Pembelian Konsumen Brand Erigo Di Tiktok Shop. Jurnal Lentera Bisnis, 14(2), 1177–1192. https://doi.org/10.34127/jrlab.v14i2.1445
Medcom.id. (2025). Tren E-Commerce Indonesia 2024 dan Proyeksi 2025.
MekariQontak. (2026). Platform E-Commerce Paling Banyak Digunakan di Indonesia.
Moudyla, M. R., Sukartono, S., & Suryono, I. (2025). Pengaruh Live Streaming dan Flash Sale Terhadap Perilaku Impulsive Buying pada Tiktok Shop Melalui Positive Emotion Sebagai Variabel Moderation (Studi pada Generasi Z di Jakarta Utara). Jurnal Manajemen, 7(6), 4747–4759.
Naswa Ika Febrianty, Safira Khoirotunnisa, Alvin Dwi Yunianto, Puspa Nurani Azzahra, & Muhafidhah Novie. (2025). Pengaruh Live Streaming Dan Flash Sale Terhadap Impulse Buying Melalui Positive Emotion Sebagai Mediasi Pada Gen Z Pengguna Shopee. Jurnal Ilmiah Ekonomi, Manajemen, Bisnis Dan Akuntansi, 3(1), 310–324. https://doi.org/10.61722/jemba.v3i1.2014
Nathasya, H. (2024). Pengaruh Program Flash Sale E-Commerce Shopee Terhadap Tindakan Berbelanja Online Pada Mahasiswa. Edu Research, 5(1), 70–80.
Nur Ajizah, T., & Teguh Nugroho, A. (2023). The Role of Positive Emotion as a Mediator of Shopping Lifestyle and Hedonic Shopping Motivation Towards Impulse Buying at TikTok Shop. JPIM (Jurnal Penelitian Ilmu Manajemen), 8(2), 283–296. https://doi.org/10.30736/jpim.v8i2.1631
Nurhalizah, S., Kholijah, G., & Gusmanely, Z. (2024). Analisis Structural Equation Modeling Partial Least Square pada Kinerja Pegawai PT. Bank Pembangunan Daerah Jambi. Indonesian Journal of Applied Statistics, 6(2), 125. https://doi.org/10.13057/ijas.v6i2.78921
Peterson, K. O. (2023). The acceptable R-square in empirical modelling for social science research. Social Research Methodology and Publishing Results, 1–10. https://dx.doi.org/10.2139/ssrn.4128165
Prasetyo Katon. (2025). Analysis of Factors Influence Purchase Intention in Tiktok Shop Live Streaming: A Study in Indonesia. Journal of Information Systems Engineering and Management, 10(34s), 868–878. https://doi.org/10.52783/jisem.v10i34s.5876
Prestyasih, A., & Hati, S. (2025). Analisis Pengaruh Live Streaming terhadap Keputusan Pembelian di TikTok Shop. Jurnal Manajemen, 7(1).
Purwanto, A., & Sudargini, Y. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) Analysis for Social and Management Research: A Literature Review. Journal of Industrial Engineering & Management Research, 2(4), 114–123.
Rachmania, V., Ramadhan, M. I., & Fatimah, S. E. (2025). The Impact of Scarcity and Flash Sale Techniques on Impulse Buying of Cosmetics. Journal of Management and Entrepreneurship Research, 6(2), 113–123. https://doi.org/10.34001/jmer.2025.6.06.2-64
Rahmadhani, L. N., & Nugroho, D. A. (2024). Pengaruh Live Streaming, Flash Sale, Dan Hedonic Shopping Motivation Terhadap Impulse Buying. Jurnal Manajemen, 3(1), 207–215.
Ramadhan, M. R., & Wardi, Y. (2025). Pengaruh Flash Sale terhadap Impulse Buying: Peran Emosi Positif sebagai Mediator pada Pengguna Aplikasi Shopee. Jurnal Informatika Ekonomi Bisnis, 7(3), 551–557. https://doi.org/10.37034/infeb.v7i3.1225
Risnawati, R., Septyani, T. W., Magenda, M. L., Alamsyah, A. I. S., & Asmar, K. (2025). Impulse Buying Era Sustainable Fashion: Peran Green Atmosphere dan Positive Emotion pada Generasi Z di Toko Pakaian Bekas. ECo-Buss, 8(2), 1819–1832. https://doi.org/10.32877/eb.v8i2.3321
Rizqia Savitri, R., Riva'i, A. R., & Semarang, U. S. (2024). Pengaruh Flash Sale, Live Streaming Dan Electronic Word Of Mouth Terhadap Impulse Buying Pada Pengguna E-Commerce Shopee. Management Studies and Entrepreneurship Journal, 5(1), 1026–1033.
Roflin, E., & Liberty, I. A. (2021). Populasi, Sampel, Variabel dalam penelitian kedokteran. Penerbit NEM.
Salim, M. P. (2024). Karakteristik Gen Z Indonesia dan Problematika di Era Digital. Liputan6.
Santika, E. F. (2026). Berikut Distribusi Penduduk Indonesia Berdasarkan Generasi Tahun 2025. Databoks.
SasanaDigital. (2023). Customer Journey: Pengertian, Fase, serta 5 Proses Utamanya.
Sehangunaung, G. A., Mandey, S. L., & Roring, F. (2023). Analisis Pengaruh Harga, Promosi, dan Kualitas Pelayanan terhadap Kepuasan Konsumen Pengguna Aplikasi Lazada di Kota Manado Tahun 2017-2021. Jurnal EMBA, 11(3), 1–11.
Setiawan, D. (2024). Analisis Sistem E-Dimas Universitas Jambi dengan Pendekatan HOT-FIT Model. Jurnal Sistem Informasi Bisnis, 14(1), 77–87. https://doi.org/10.21456/vol14iss1pp77-87
Shobrina, R., Athar, H. S., & Supryadi, D. I. (2026). The Effects of Live Streaming Shopping, Free Shipping, and Price Discount on Impulse Buying with Positive Emotion as a Mediating Variable: A Comparative Study of Shopee and TikTok Shop. Jurnal Manajemen, 6(2), 2625–2652.
Shrestha, N. (2021). Factor Analysis as a Tool for Survey Analysis. American Journal of Applied Mathematics and Statistics, 9(1), 4–11. https://doi.org/10.12691/ajams-9-1-2
Song, C., & Liu, Y.-L. (2021). The Effect of Live-Streaming Shopping on The Consumer's Perceived Risk and Purchase Intention in China. 23rd Biennial Conference of the International Telecommunications Society (ITS), 1–18.
Sugiyono. (2020). Metode Penelitian Kuantitatif, Kualitatif dan R&D. Alfabeta.
Wangi, L. P., Andarini, S., & Studi, P. (2021). Pengaruh Flash Sale dan Cashback Terhadap Perilaku Impulsive Buying Pada Pengguna Shopee. Jurnal Bisnis Dan Kajian Strategi Manajemen, 5(1), 79–91.
Yanti, N., Lubis, A. N., & Sembiring, B. K. F. S. (2025). The Influence of Hedonic Shopping Motivation and Flash Sales on Impulse Buying on E-Commerce Services in Medan City with Emotional Response as a Moderating Variable. Journal of Economics, Finance and Management Studies, 8(5), 3189–3202. https://doi.org/10.47191/jefms/v8-i5-58
Yi, S., & Jai, T. (2020). Impacts of consumers' beliefs, desires and emotions on their impulse buying behavior: application of an integrated model of belief-desire theory of emotion. Journal of Hospitality Marketing and Management, 29(6), 662–681. https://doi.org/10.1080/19368623.2020.1692267
Yudhistira Adwimurti, & Sumarhadi. (2023). Pengaruh Harga dan Promosi terhadap Keputusan Pembelian. Jurnal Manuhara: Pusat Penelitian Ilmu Manajemen Dan Bisnis, 2(1), 313–323. https://doi.org/10.61132/manuhara.v2i1.630
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