Product-Related Tiktok Content Stimuli And Emotional Mechanisms Driving Gen Z Impulse Buying

  • Sarah Ayu Lestari Universitas Bengkulu
  • Rina Suthia Hayu Universitas Bengkulu
Keywords: Impulse Buying, Arousal, Pleasure, Product-Related Content Stimuli, TikTok

Abstract

This study aims to analyze external factors influencing the online impulse buying behavior of Generation Z in Indonesia through product-related video content on the TikTok platform, using the Stimulus–Organism–Response (SOR) theoretical framework. The stimulus variables studied include time pressure, quantity pressure, economic benefits, social influence, visuals, and personalization, while the organism variables consist of arousal and pleasure. The research method uses Partial Least Squares-Structural Equation Modeling (PLS-SEM) to test the relationship between variables based on data obtained from Gen Z TikTok users. The results show that time pressure and quantity pressure have a significant effect on arousal, but not on pleasure. In contrast, economic benefits, social influence, visuals, and personalization have a positive effect on both emotional aspects. Furthermore, arousal and pleasure both have a significant influence on online impulse buying behavior, with arousal showing a stronger influence. These findings confirm that psychological mechanisms involving emotional responses play a significant role in driving impulse buying in Gen Z, and provide practical implications for businesses in designing product content-based digital marketing strategies on TikTok.

References

Abdul, P., & Awan, G. (2015). Impact of Demographic Factors on Impulse Buying Behavior of Consumers in Multan-Pakistan. European Journal of Business and Management, 7(22), 96–106.
Adabina Firlyani, R., & Millanyani, H. (2025). The Impact of Utilitarian, Hedonic, and Social Value on Purchase Intention through Customer Trust in Live Streaming: A Study of Wardah Beauty Products on TikTok. International Journal of Science, Technology & Management, 6(4), 636-643. https://doi.org/10.46729/ijstm.v6i4.1319
Ampadu, S., Jiang, Y., Debrah, E., Antwi, C. O., Amankwa, E., Gyamfi, S. A., & Amoako, R. (2022). Online personalized recommended product quality and e-impulse buying: A conditional mediation analysis. Journal of Retailing and Consumer Services, 64(September 2021), 102789. https://doi.org/10.1016/j.jretconser.2021.102789
Anggoroningtyas, N., & Adha, S. (2024). Penggunaan Influencer Dalam Meningkatkan Minat Beli Konsumen Pada Aplikasi Belanja Online Tiktok. … Ilmu Manajemen, Bisnis Dan …, 1(5), 110–116. https://doi.org/10.59971/jimbe.v1i5.216
Arnold, M. J., & Reynolds, K. E. (2003). Hedonic shopping motivations. Journal of Retailing, 79(2), 77–95. https://doi.org/10.1016/S0022-4359(03)00007-1
Aryani, D. N., Hartutik, Desi Derina Yusda, Ni Desak Made Santi Diwyarthi, & Yanti Setianti. (2023). Pengaruh Promosi, Harga dan Kualitas Pelayanan Terhadap Kepuasan Pelanggan pada Marketplace Shopee. JEMSI (Jurnal Ekonomi, Manajemen, Dan Akuntansi), 9(6), 2438-2443. https://doi.org/10.35870/jemsi.v9i6.1664
Binbin Sun., Yu Zhang., & Li Zheng. (2023) Relationship between time pressure and consumers' impulsive buying—Role of perceived value and emotions, Heliyon, 9, (12). https://doi.org/10.1016/j.heliyon.2023.e23185.
Bhardwaj, P. (2019). Bhardwaj, P. (2019). Types of sampling in research. Journal of the practice of cardiovascular sciences, 5(3), 157-163. https://doi.org/10.4103/jpcs.jpcs
Boeker, M., & Urman, A. (2022, April). An empirical investigation of personalization factors on TikTok. In Proceedings of the ACM web conference 2022 (pp. 2298-2309). https://doi.org/10.1145/3485447.3512102
Chen, C. C., & Yao, J. Y. (2018). What drives impulse buying behaviors in a mobile auction? The perspective of the Stimulus-Organism-Response model. Telematics and Informatics, 35(5), 1249–1262. https://doi.org/10.1016/j.tele.2018.02.007
Chen, T. Y., Yeh, T. L., & Wang, Y. J. (2021). The drivers of desirability in scarcity marketing. Asia Pacific Journal of Marketing and Logistics, 33(4), 924–944. https://doi.org/10.1108/APJML-03-2020-0187
Denok Wigati, Windy Chintya Dewi, & Nur Fanti Indah Sari. (2022). Intensitas Mengakses Online Shopping Instagram Dengan Perilaku Konsumtif. IDEA: Jurnal Psikologi, 6(1), 1–13. https://doi.org/10.32492/idea.v6i1.6101
Desai, A. (2020). Impulse buying – demographic aspect. Journal of Management Research and Analysis, 5(3), 236–238. https://doi.org/10.18231/2394-2770.2018.0037
Ebrahim Basalma. (2024). Exploring the Influence of Gender, Age, Education Level, and Income on Online Impulsive Purchasing Behavior among College Students. Malaysian Journal of Business, Economics and Management, 3(1), 33–41. https://doi.org/10.56532/mjbem.v3i1.36
Galingging, N. S., Laksana, A., Sa, M., & Nurhaliza, E. (2025). Peran Konten Marketing dalam Kualitas Produk di Aplikasi TikTok. Jurnal Hukum, Administrasi Publik, dan Ilmu Komunikasi. https://doi.org/10.62383/konstitusi.v2i1.359
Gao, B., Wang, Y., Xie, H., Hu, Y., & Hu, Y. (2023). Artificial Intelligence in Advertising: Advancements, Challenges, and Ethical Considerations in Targeting, Personalization, Content Creation, and Ad Optimization. SAGE Open, 13(4), 1–20. https://doi.org/10.1177/21582440231210759
Goel, P., Garg, A., Sharma, A., & Rana, N. P. (2024). Impact of Sensory Perceptions on the Urge to Buy Impulsively. Journal of Computer Information Systems, 64(4), 469–485. https://doi.org/10.1080/08874417.2023.2224748
Gozali, I., & Pamungkas, H. S. (2025). Digital Innovation: International Journal of Management Impulsive Buying Among Tiktok Users (Study on Gen Z). https://doi.org/10.61132/digitalinnovation.v2i3.464
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. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). The Results of PLS-SEM Article information. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., Ray, S., ... & Ray, S. (2021). Review of Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. In Structural Equation Modeling: A Multidisciplinary Journal (Vol. 30, Issue 1). https://doi.org/10.1080/10705511.2022.2108813
Hamilton, R., Thompson, D., Bone, S., Chaplin, L. N., Griskevicius, V., Goldsmith, K., Hill, R., John, D. R., Mittal, C., O’Guinn, T., Piff, P., Roux, C., Shah, A., & Zhu, M. (2019). The effects of scarcity on consumer decision journeys. Journal of the Academy of Marketing Science, 47(3), 532–550. https://doi.org/10.1007/s11747-018-0604-7
Hausman, A. (2000). A multi-method investigation of consumer motivations in impulse buying behavior. Journal of Consumer Marketing, 17(5), 403–419. https://doi.org/10.1108/07363760010341045
He, X., Liu, Q., & Jung, S. (2024). The impact of recommendation system on user satisfaction: A moderated mediation approach. Journal of Theoretical and Applied Electronic Commerce Research, 19(1), 448-466. https://doi.org/10.3390/jtaer19010024
Heriyanto, C., Oktavio, A., & Kaihatu, T. S. (2021). Peran Scarcity Marketing Dan Perceived Value Terhadap Purchase Intention Pada Pengguna Traveloka. JMBI UNSRAT (Jurnal Ilmiah Manajemen Bisnis Dan Inovasi Universitas Sam Ratulangi)., 8(1). https://doi.org/10.35794/jmbi.v8i1.32440
Ho, S. Y., & Lim, K. H. (2018). Nudging moods to induce unplanned purchases in imperfect mobile personalization contexts. Mis Quarterly, 42(3), 757-A13. https:// doi.org/10.25300/MISQ/2018/14083.
Hu, X., Chen, X., & Davidson, R. (2019). Social Support, Source Credibility, Social Influence, and Impulsive Purchase Behavior in Social Commerce. International Journal of Electronic Commerce, 23(3), 297–327. https://doi.org/10.1080/10864415.2019.1619905
Huang, H., Zhao, B., Zhao, H., Zhuang, Z., Wang, Z., Yao, X., Wang, X., Jin, H., & Fu, X. (2018). A cross-platform consumer behavior analysis of large-scale mobile shopping data. The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018, 1785–1794. https://doi.org/10.1145/3178876.3186169
Hussain, W., Rehman, A. U., Tufail, M. S., & Raza, Q. (2024). Determinants of Impulse Buying Behaviour of Consumers in Retail Sector. Journal of Excellence in Management Sciences, 3(3), 161–174. https://doi.org/10.69565/jems.v3i3.324
Iyer, G. R., Blut, M., Xiao, S. H., & Grewal, D. (2020). Impulse buying: a meta-analytic review. Journal of the academy of marketing science, 48(3), 384-404. https://doi.org/10.1007/s11747-019-00670-w
Jo, H., & Baek, E. M. (2023). Exploring the dynamics of mobile app addiction: the interplay of communication, affective factors, flow, perceived enjoyment, and habit. BMC Psychology, 11(1), 1–16. https://doi.org/10.1186/s40359-023-01440-8
Kalaignanam, K., Kushwaha, T., & Rajavi, K. (2018). How Does Web Personalization Create Value for Online Retailers? Lower Cash Flow Volatility or Enhanced Cash Flows. Journal of Retailing, 94(3), 265–279. https://doi.org/10.1016/j.jretai.2018.05.001
Kim, A. D., Truong, P. H., Pilík, M., & Hoang, D. S. (2025). From Screen to Cart: Unpacking the Moderating Role of Sale Proneness in Product Placement-Driven Impulse Buying. Services Marketing Quarterly, 0(0), 1–30. https://doi.org/10.1080/15332969.2025.2517003
Kivetz, R., & Zheng, Y. (2017). The effects of promotions on hedonic versus utilitarian purchases. Journal of Consumer Psychology, 27(1), 59–68. https://doi.org/10.1016/j.jcps.2016.05.005
Kock, N., & Hadaya, P. (2018). Minimum sample size estimation in PLS-SEM: The inverse square root and gamma-exponential methods. Information Systems Journal, 28(1), 227–261. https://doi.org/10.1111/isj.12131
Kristofferson, K., McFerran, B., Morales, A. C., & Dahl, D. W. (2017). The dark side of scarcity promotions: How exposure to limited-quantity promotions can induce aggression. Journal of Consumer Research, 43(5), 683-706. https://doi.org/10.1093/jcr/ucw056
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
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 18(1), 39-50. https://doi.org/10.1177/002224378101800104
Leng, J. (2024). The Impact of Short Video Engagement on Impulsive Buying Patterns and Customer Satisfaction Among Car Consumers: Exploring the Mediating Influence of In-Store Interaction and Psychological Intent. Advances in Consumer Research, 1, 1-10.
Lin, S. W., & Lo, L. Y. S. (2015). Evoking online consumer impulse buying through virtual layout schemes. Behaviour and Information Technology, 35(1), 38–56. https://doi.org/10.1080/0144929X.2015.1056546
Liu, X., Zhou, Y. W., Shen, Y., Ge, C., & Jiang, J. (2021). Zooming in the impacts of merchants’ participation in transformation from online flash sale to mixed sale e-commerce platform. Information and Management, 58(2), 103409. https://doi.org/10.1016/j.im.2020.103409
Liu, Y., Li, Q., Edu, T., Jozsa, L., & Negricea, I. C. (2020). Mobile shopping platform characteristics as consumer behavior determinants. Asia Pacific Journal of Marketing and Logistics, 32(7), 1565–1587. https://doi.org/10.1108/APJML-05-2019-0308
Lynn, M. (1991). Scarcity effects on value: A quantitative review of the commodity theory literature. Psychology & Marketing, 8(1), 43–57. https://doi.org/10.1002/mar.4220080105
Martaleni, M., Hendrasto, F., Hidayat, N., Dzikri, A. A., & Yasa, N. N. K. (2022). Flash sale and online impulse buying: Mediation effect of emotions. Innovative Marketing, 18(2), 49–59. https://doi.org/10.21511/im.18(2).2022.05
Memon, M. A., Ramayah, T., Ting, H., & Cheah, J. (2024). Control Variables: A Review and Proposed Guidelines. Journal of Applied Structural Equation Modeling, 8(2), 1–14. https://doi.org/10.47263/jasem.8(2)01
Memon, M. A., Thurasamy, R., Ting, H., & Cheah, J. H. (2025). Purposive Sampling: a Review and Guidelines for Quantitative Research. Journal of Applied Structural Equation Modeling, 9(1), 1–23. https://doi.org/10.47263/JASEM.9(1)01
Mohiuddin, Z. A., & Iqbal, H. (2018). Relationship of Demographic Factors and Impulse Buying Behavior of Customers in Pakistan. Journal of Marketing and Consumer Research, 46(January), 42–46. https://iiste.org/Journals/index.php/JMCR/article/view/42510
Mona Liska, P. Z., & Nur Utami, F. (2023). The Influence of Shopping Lifestyle and Discount Prices on Impulsive Buying Through Tiktok Shop Media on Generation Z and Millennials in Jakarta Pengaruh Shopping Lifestyle Dan Harga Diskon Terhadap Impulsive Buying Melalui Media Tiktok Shop. Management Studies and Entrepreneurship Journal, 4(5), 6215–6123. http://journal.yrpipku.com/index.php/msej
Ngo, T. T. A., Nguyen, H. L. T., Mai, H. T. A., Nguyen, H. P., Mai, T. H. T., & Hoang, P. L. (2025). Analyzing the role of customers’ experiences and emotional responses in shaping Generation Z’s impulse buying behavior on Shopee video platform. PLoS ONE, 20(5 May), 1–28. https://doi.org/10.1371/journal.pone.0322866
Nuryani, S., Pattiwael, W. P., & Iqbal, M. (2022). Analisis Faktor-faktor yang Mempengaruhi Pembelian Impulsif pada Pengguna Aplikasi Tiktokshop. Ekonomis: Journal of Economics and Business, 6(2), 444. https://doi.org/10.33087/ekonomis.v6i2.567
Putri, A. S., & Nurhayati, S. (2024). Pengaruh Algoritma TikTok dan Konten Kreatif Pada TikTok Shop Terhadap Keputusan Pembelian. Jurnal Bisnis, Manajemen, Dan Akuntansi, 11(1), 10–15. https://doi.org/10.54131/jbma.v11i1.182
Rafaeli, E., & Revelle, W. (2006). A premature consensus: Are happiness and sadness truly opposite affects? Motivation and Emotion, 30(1), 1–12. https://doi.org/10.1007/s11031-006-9004-2
Rafijevas, S., & Razbadauskaitė-Venskė, I. (2024). Exploring sensory marketing: the impact of visual stimuli on online purchase intentions. Studijos–verslas–visuomenė: dabartis ir ateities įžvalgos: mokslinių straipsnių žurnalas, 1(9), 155-161. https://doi.org/10.52320/svv.v1iIX
Rahayu, F. S., Nastiti, P., & Arthajanvian, T. (2025). The Role of Hedonic Motivation in Influencing TikTok Use and How It Relates to Generation Z Characteristics. Advances in Human-Computer Interaction, 2025(1). https://doi.org/10.1155/ahci/5971465
Raji, M. A., Olodo, H. B., Oke, T. T., Addy, W. A., Ofodile, O. C., & Oyewole, A. T. (2024). E-commerce and consumer behavior: A review of AI-powered personalization and market trends. GSC advanced research and reviews, 18(3), 066-077.https://doi.org/10.30574/gscarr.2024.18.3.0090
Rana, D. S., & Tirthani, J. (2011). Effect of Education, Income and Gender on Impulsive Buying Among Indian Consumer an Empirical Study of Readymade Garment Customers. Indian Journal of Applied Research, 1(12), 145–146. https://doi.org/10.15373/2249555x/sep2012/50
Reinikainen, H., Kari, J. T., & Luoma-Aho, V. (2020). Generation z and organizational listening on social media. Media and Communication, 8(2), 185–196. https://doi.org/10.17645/mac.v8i2.2772
Ren, J., & Nickerson, J. V. (2019). Arousal, valence, and volume: how the influence of online review characteristics differs with respect to utilitarian and hedonic products. European Journal of Information Systems, 28(3), 272–290. https://doi.org/10.1080/0960085X.2018.1524419
Wang, P., Huang, Q., & Davison, R. M. (2021). How do digital influencers affect social commerce intention? The roles of social power and satisfaction. Information Technology & People, 34(3), 1065-1086. https://doi.org/10.1108/ITP-09-2019-0490
Rook, D. W. (1987). The Impulse Buying. In Online Impulse Buying and Cognitive Dissonance (pp. 5–12). https://doi.org/10.1007/978-3-030-65923-3_2
Russell, M. &. (1974). approach psychology.
Salsabila, A. S., Santoso, A., & Widhianingrum, W. (2023). Antecedents and Consequences of Impulse Buying Consumer on Tiktok Shop. Ekonomis: Journal of Economics and Business, 7(1), 653. https://doi.org/10.33087/ekonomis.v7i1.1002
Sarstedt, M., & Liu, Y. (2024). Advanced marketing analytics using partial least squares structural equation modeling (PLS-SEM). Journal of Marketing Analytics, 12(1), 1–5. https://doi.org/10.1057/s41270-023-00279-7
Shrestha, A., Karki, A., Bhushan, M., Joshi, S., & Gurung, S. (2023). Effects of social media marketing on consumer buying behavior. New Perspective: Journal of Business and Economics, 6(1), 74-82. https://doi.org/10.3126/npjbe.v6i1.58916
Spector, P. E. (2021). Mastering the Use of Control Variables: the Hierarchical Iterative Control (HIC) Approach. Journal of Business and Psychology, 36(5), 737–750. https://doi.org/10.1007/s10869-020-09709-0
Stern, H. (1962). The Significance of Impulse Buying Today. Journal of Marketing, 26(2), 59. https://doi.org/10.2307/1248439
Sun, B., Zhang, Y., & Zheng, L. (2023). Relationship between time pressure and consumers’ impulsive buying—Role of perceived value and emotions. Heliyon, 9(12), e23185. https://doi.org/10.1016/j.heliyon.2023.e23185
Tamara, Y. (2024). The The Influence of The Big 5 Personality, Financial Perceptions, and External Factors on Impulsive Buying Tendencies in Live Streaming. Asian Journal of Engineering, Social and Health, 3(9), 1956-1970. https://doi.org/10.46799/ajesh.v3i9.397
Tarka, P., Kukar-Kinney, M., & Harnish, R. J. (2022). Consumers’ personality and compulsive buying behavior: The role of hedonistic shopping experiences and gender in mediating-moderating relationships. Journal of Retailing and Consumer Services, 64, 102802. https://doi.org/10.1016/j.jretconser.2021.102802
Tee, W. Y., Teo, S. C., & Liew, T. W. (2023). Exploring the TikTok influences on consumer impulsive purchase behaviour. https://doi.org/10.33736/ijbs.5600.2023
Urošević, Ana & Kocić, Milan & Dukić, Ana. (2023). The influence of demographic factors on impulsive consumer behavior. International Journal of Economic Practice and Policy. 20. 90-106. 10.5937/skolbiz2-46784.
Verplanken, B., & Herabadi, A. (2001). Individual differences in impulse buying tendency: Feeling and no thinking. European Journal of Personality, 15(1 SUPPL.). https://doi.org/10.1002/per.423
Vieri, C., & Sarah, S. (2024). Pengaruh Penggunaan Sosial Media, Influencer dan Konten Visual Terhadap Keputusan Pembelian Skincare Kahf di Tiktok. Jurnal Ilmu Sosial, Manajemen, Akuntansi Dan Bisnis, 5(3), 506–525. https://doi.org/10.47747/jismab.v5i3.1928
Wardhani, A., & Hasan, H. (2023). A semiotic intertextual analysis of beauty influencers’ communication strategies on youtube: uncovering meaning and influence by using Pierce’s framework. International Journal of Visual and Performing Arts, 5(1), 62–71. https://doi.org/10.31763/viperarts.v5i1.1066
Worchel, S., Lee, J., & Adewole, A. (1975). Effects of supply and demand on ratings of object value. Journal of Personality and Social Psychology, 32(5), 906–914. https://doi.org/10.1037/0022-3514.32.5.906
Xu, W., Yao, Z., He, D., & Cao, L. (2025). Understanding online review helpfulness: a pleasure-arousal-dominance (PAD) model perspective. Aslib Journal of Information Management, 77(2), 391–412. https://doi.org/10.1108/AJIM-04-2023-0121
Xu, Y., Dzever, S., & Zhao, G. (2023). Measuring the Effects of Pressure on Consumer Impulse Buying Intention in Online Group Buying. International Journal of Enterprise Information Systems, 19(1). https://doi.org/10.4018/IJEIS.326549
Yansahrita, Y., Fauzi, F., & Irviani, R. (2023). Digital Marketing: Sebagai Strategi Pemasaran Produk Home Industry di Wilayah Oku Timur. ECo-Buss, 6(1), 410–417. https://doi.org/10.32877/eb.v6i1.887
Zhang, J., Jiang, N., Turner, J. J., & Pahlevan-Sharif, S. (2022). The Impact of Scarcity on Consumers’ Impulse Buying Based on the S-O-R Theory. Frontiers in Psychology, 13(June), 1–9. https://doi.org/10.3389/fpsyg.2022.792419
Zheng, X., Men, J., Yang, F., & Gong, X. (2019). Understanding impulse buying in mobile commerce: An investigation into hedonic and utilitarian browsing. International journal of information management, 48, 151-160. https://doi.org/10.1016/j.ijinfomgt.2019.02.010
Zhou, L., Wang, W., Xu, J. (David), Liu, T., & Gu, J. (2018). Perceived information transparency in B2C e-commerce: An empirical investigation. Information and Management, 55(7), 912–927. https://doi.org/10.1016/j.im.2018.04.005
Zinn, J. O. (2008). Heading into the unknown: Everyday strategies for managing risk and uncertainty. Health, Risk and Society, 10(5), 439–450. https://doi.org/10.1080/13698570802380891
Asosiasi Penyelenggara Jasa Internet Indonesia. (2024, Februari 7). APJII jumlah pengguna internet Indonesia tembus 221 juta orang. APJII. https://apjii.or.id/berita/d/apjii-jumlah-pengguna-internet-indonesia-tembus-221-juta-orang
Kompas Tekno. (2024, 25 Oktober). Indonesia pengguna TikTok terbesar di dunia tembus 157 juta, kalahkan AS. Kompas. https://tekno.kompas.com/read/2024/10/25/15020057/indonesia-pengguna-tiktok-terbesar-di-dunia-tembus-157-juta-kalahkan-as
GoodStats Data. (2024, 27 Januari). Jakpat: Sekali akses TikTok, mayoritas Gen Z habiskan lebih dari satu jam. GoodStats Data. https://data.goodstats.id/statistic/sekali-akses-tiktok-mayoritas-gen-z-habiskan-lebih-dari-1-jam-ka1e
Kalodata. (2024). TikTok Statistik 2024: Data, Tren, dan Wawasan Pemasaran yang Perlu Anda Ketahui. Diakses dari https://www.kalodata.com/id/blog/tiktok-statistik-2024-data-tren-dan-wawasan-pemasaran-yang-perlu-anda-ketahui
DataReportal. (2024, Februari). Digital 2024: Indonesia. Kepios. https://datareportal.com/reports/digital-2024-indonesia
Statista. (2025.). E-commerce in Indonesia. Retrieved September 29, 2025, from https://www.statista.com/outlook/emo/ecommerce/indonesia
Published
2025-12-19
How to Cite
Lestari, S. A., & Hayu, R. S. (2025). Product-Related Tiktok Content Stimuli And Emotional Mechanisms Driving Gen Z Impulse Buying . Kontigensi : Jurnal Ilmiah Manajemen, 13(2), 964-997. https://doi.org/10.56457/jimk.v13i2.841