An Analysis of the Effectiveness of Live-Streamed Shopping on Consumers’ Impulsive Buying Behavior on Marketplaces
Abstract
Live-streamed shopping has rapidly become a dominant retail format on digital marketplaces, merging real-time video broadcasting, social interaction, and instant transaction functionality within a single interface. This study analyzes the effectiveness of live-streamed shopping in shaping consumers’ impulsive buying behavior on marketplace platforms, using the Stimulus-Organism-Response (S-O-R) framework as the guiding theoretical lens. Employing a quantitative research design, this study develops a conceptual model in which live-streaming stimuli including streamer credibility, interactivity, social presence, visual appeal, and promotional cues such as scarcity and price discounts influence consumers’ internal organismic states (arousal, trust, perceived enjoyment, and urge to buy impulsively), which subsequently drive impulsive buying behavior. The study synthesizes findings from twenty-five peer-reviewed empirical studies published between 2021 and 2026 to formulate hypotheses intended for testing through a structured survey administered to active marketplace live-streaming shoppers, analyzed using Structural Equation Modeling. The synthesis indicates consistent empirical support for the mediating role of the urge to buy impulsively between live-streaming stimuli and actual purchase behavior, while contextual factors including time scarcity, product type, and consumer vulnerability moderate this relationship. This study contributes theoretically by extending the S-O-R framework into the marketplace live-streaming context and offers novelty by integrating consumer vulnerability and platform-based social presence as combined predictors, an area still underexplored in the Southeast Asian and Indonesian marketplace context. Practical implications for marketplace sellers and platform design are discussed.
Keywords
Article statistics
In the last 12 months articles were viewed 180 times and downloaded 102 times.
View data as a table
| Month | Views | Downloads |
|---|---|---|
| Dec 2025 | 0 | 0 |
| Jan 2026 | 0 | 0 |
| Feb 2026 | 0 | 0 |
| Mar 2026 | 0 | 0 |
| Apr 2026 | 0 | 0 |
| May 2026 | 0 | 0 |
| Jun 2026 | 0 | 0 |
| Jul 2026 | 0 | 0 |
| Aug 2026 | 0 | 0 |
| Sep 2026 | 20 | 7 |
| Oct 2026 | 137 | 72 |
| Nov 2026 | 23 | 23 |
References
- Cui, Y., Liu, Y., & Gu, M. (2022). Investigating the key drivers of impulsive buying behavior in live streaming. Journal of Global Information Management, 30(1), 1–18. https://doi.org/10.4018/jgim.314226
- Feng, Z., Masukujjaman, M., Wu, M., & Yang, Q. (2024). Impulse buying behavior during livestreaming: Moderating effects of scarcity persuasion and price perception. Heliyon, 10, e28347. https://doi.org/10.1016/j.heliyon.2024.e28347
- Hao, S., & Huang, L. (2023). How the time-scarcity feature of live-streaming e-commerce affects impulsive buying. The Service Industries Journal, 43(11–12), 875–895. https://doi.org/10.1080/02642069.2023.2185231
- Huang, Y., & Suo, L. (2021). Factors affecting Chinese consumers' impulse buying decision of live streaming e-commerce. Asian Social Science, 17(5), 16–26. https://doi.org/10.5539/ass.v17n5p16
- Huo, C., Wang, X., Sadiq, M., & Pang, M. (2023). Exploring factors affecting consumer's impulse buying behavior in live-streaming shopping: An interactive research based upon SOR model. SAGE Open, 13(2). https://doi.org/10.1177/21582440231172678
- Kong, X., Wang, R., & Zhang, Y. (2025). Exploring the influence of “keeping consumers in suspense” in live streaming on consumer impulse buying behavior: A test of the mediating effects of consumer inner states. Acta Psychologica, 253, 104762. https://doi.org/10.1016/j.actpsy.2025.104762
- Lee, C.-H., & Chen, C. (2021). Impulse buying behaviors in live streaming commerce based on the stimulus-organism-response framework. Information, 12(6), 241. https://doi.org/10.3390/info12060241
- Li, M., Wang, Q., & Cao, Y. (2022). Understanding consumer online impulse buying in live streaming e-commerce: A stimulus-organism-response framework. International Journal of Environmental Research and Public Health, 19(7), 4378. https://doi.org/10.3390/ijerph19074378
- Lin, S.-C., Tseng, H.-T., Shirazi, F., Hajli, N., & Tsai, P.-T. (2022). Exploring factors influencing impulse buying in live streaming shopping: A stimulus-organism-response (SOR) perspective. Asia Pacific Journal of Marketing and Logistics, 35(11), 2656–2676. https://doi.org/10.1108/apjml-12-2021-0903
- Lo, P.-S., Dwivedi, Y. K., Tan, G. W.-H., Ooi, K.-B., Aw, E. C.-X., & Metri, B. (2022). Why do consumers buy impulsively during live streaming? A deep learning-based dual-stage SEM-ANN analysis. Journal of Business Research, 147, 325–337. https://doi.org/10.1016/j.jbusres.2022.04.013
- Luo, X., Cheah, J. H., Hollebeek, L. D., & Lim, X. J. (2023). Boosting customers' impulsive buying tendency in live-streaming commerce: The role of customer engagement and deal proneness. Journal of Retailing and Consumer Services, 75, 103644. https://doi.org/10.1016/j.jretconser.2023.103644
- Mai, X., Jiale, Z., Long, J., & Jiayi, X. (2026). “Countdown to buy”: The impact of perceived competition and bandwagon effect on impulse behavior in live streaming commerce. Journal of Sensory Studies. https://doi.org/10.1111/joss.70107
- Ming, J., Zeng, J., Bilal, M., Akram, U., & Fan, M. (2021). How social presence influences impulse buying behavior in live streaming commerce? The role of S-O-R theory. International Journal of Web Information Systems, 17(4), 300–320. https://doi.org/10.1108/ijwis-02-2021-0012
- Shi, W., Li, F., & Hu, M. (2023). The influence of atmospheric cues and social presence on consumers' impulse buying behaviors in e-commerce live streaming. Electronic Commerce Research, 1–29. https://doi.org/10.1007/s10660-023-09793-3
- Widjaja, A., Benjaminsz, C., Susanto, D. F., & Hendriana, E. (2026). Distinguishing the effects of a social presence on impulsive buying behavior based on live-streaming shopping platforms. Journal of Organizational Computing and Electronic Commerce, 36(1), 31–61. https://doi.org/10.1080/10919392.2025.2529068
- Xia, Y.-X., Chae, S. W., & Xiang, Y.-C. (2024). How social and media cues induce live streaming impulse buying? SOR model perspective. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1379992
- Xiao, E.-R., Su, C., Lu, L., Qin, R., Li, Z., & Wang, D. (2026). Factors affecting impulse buying behavior in the context of e-commerce live streaming. Acta Psychologica, 262, 106183. https://doi.org/10.1016/j.actpsy.2025.106183
- Yan, M., Kwok, A. P. K., Chan, A. H. S., & Wen, K. (2022). An empirical investigation of the impact of influencer live-streaming ads in e-commerce platforms on consumers' buying impulse. Internet Research, 33(5), 1633–1663. https://doi.org/10.1108/intr-11-2020-0625
- Yang, J., Cao, C., Ye, C., & Shi, Y. (2022). Effects of interface design and live atmosphere on consumers' impulse-buying behaviour from the perspective of human–computer interaction. Sustainability, 14(12), 7110. https://doi.org/10.3390/su14127110
- Yasmin, F., Haider, S., Sinnappan, P., Poulová, P., Baskaran, S., Tehseen, S., & Idris, I. (2025). Impulsive buying behaviour in live-streaming commerce: An application of S-O-R theory. Cogent Social Sciences, 11(1). https://doi.org/10.1080/23311886.2025.2474861
- Yu, L., Tang, W., & Gao, W. (2025). A study on the mechanism of live streamer's behavior characteristics affecting consumers' impulsive buying: The role of perceived value and social identity. Acta Psychologica, 255, 104950. https://doi.org/10.1016/j.actpsy.2025.104950
- Zhang, H. (2026). Factors influencing consumers' impulse buying behavior in live streaming e-commerce. Advances in Economics, Management and Political Sciences. https://doi.org/10.54254/2754-1169/2026.ld32011
- Zhang, H., Zheng, S., & Zhu, P. (2024). Why are Indonesian consumers buying on live streaming platforms? Research on consumer perceived value theory. Heliyon, 10(13), e33518. https://doi.org/10.1016/j.heliyon.2024.e33518
- Zhang, X., Cheng, X., & Huang, X. (2022). “Oh, my God, buy it!” Investigating impulse buying behavior in live streaming commerce. International Journal of Human–Computer Interaction, 39(12), 2436–2449. https://doi.org/10.1080/10447318.2022.2076773
- Zhang, Y., Zhang, T., & Yan, X. (2024). Understanding impulse buying in short video live e-commerce: The perspective of consumer vulnerability and product type. Journal of Retailing and Consumer Services, 79, 103853. https://doi.org/10.1016/j.jretconser.2024.103853
