Open Access
The Impact of Live Streaming Platform Attributes on Consumer Impulse Buying: Mediating Roles of Trust and Flow Experience
4
Department of Business Administration, National Chengchi University, Taipei, Taiwan
Abstract
This study explores how attributes of live streaming platforms influence consumer impulse buying behavior, with a specific focus on the mediating roles of trust and flow experience. As live commerce rapidly transforms digital shopping environments, understanding the psychological mechanisms that drive spontaneous purchasing decisions becomes increasingly relevant. Using a structural equation modeling approach based on data collected from active live streaming users, the research identifies key platform features—such as interactivity, entertainment value, and presenter credibility—that significantly enhance consumer engagement. The analysis reveals that trust in the streamer and platform, along with a strong sense of flow during the viewing experience, play crucial intermediary roles in stimulating impulse purchases. These findings offer strategic insights for marketers and platform developers aiming to optimize user experience and maximize conversion in live commerce settings.
Keywords
Live streaming commerce,
impulse buying,
platform attributes
References
Bart, Y., Shankar, V., Sultan, F., & Urban, G. L. (2005). Are the drivers and role of online trust the same for all web sites and consumers? A large-scale exploratory empirical study. Journal of Marketing, 69(4), 133–152. https://doi.org/10.1509/jmkg.2005.69.4.133
Ceci, L. (2023). Live streaming - Statistics & Facts _ Statista. Statista. https://www.statista.com/topics/8906/live-streaming/#statisticChapter
Chan, L. Q., Kong, Y. M., Ong, Z. Y., Toh, J. X., Von, Y. H., Lee, V. H., Loh, X. M., & Tan, G. W. H. (2022). Driving Factors Towards Live-Stream Shopping in Malaysia. Lecture Notes in Networks and Systems, 299, 580–591. https://doi.org/10.1007/978-3-030-82616-1_48
Chan, T. K. H., Cheung, C. M. K., & Lee, Z. W. Y. (2017). The state of online impulse-buying research: A literature analysis. Information and Management, 54(2), 204–217. https://doi.org/10.1016/j.im.2016.06.001
Chen, C. C., & Lin, Y. C. (2018). What drives live-stream usage intention? The perspectives of flow, entertainment, social interaction, and endorsement. Telematics and Informatics, 35(1), 293–303. https://doi.org/10.1016/j.tele.2017.12.003
Chen, J., & Liao, J. (2022). Antecedents of viewers’ live streaming watching: a perspective of social presence theory. Frontiers in Psychology, 13, 839629.
Chen, X., Sun, J., & Liu, H. (2022). Balancing web personalization and consumer privacy concerns: Mechanisms of consumer trust and reactance. Journal of Consumer Behaviour, 21(3), 572–582. https://doi.org/10.1002/cb.1947
Chin, W. W., Marcolin, B. L., & Newsted, P. R. (2003). A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results From a Monte Carlo Simulation Study and Voice Mail Emotion/Adoption Study. Information Systems Research, 14(2), 189–217. https://doi.org/https://doi.org/10.1287/isre.14.2.189.16018
Cooper, B., Eva, N., Zarea Fazlelahi, F., Newman, A., Lee, A., & Obschonka, M. (2020). Addressing common method variance and endogeneity in vocational behavior research: A review of the literature and suggestions for future research. Journal of Vocational Behavior, 121(January 2019), 103472. https://doi.org/10.1016/j.jvb.2020.103472
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
Deng, F., Lin, Y., & Jiang, X. (2023). Influence mechanism of consumers’ characteristics on impulsive purchase in E-commerce livestream marketing. Computers in Human Behavior, 148(March 2022). https://doi.org/10.1016/j.chb.2023.107894
Dong, W. W., Wang, Y. Q., & Qin, J. (2023). An empirical study on impulse consumption intention of livestreaming e-commerce: The mediating effect of flow experience and the moderating effect of time pressure. Frontiers in Psychology, 13(January), 1–17. https://doi.org/10.3389/fpsyg.2022.1019024
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50.
Global Industry Analysts, Inc, X. (2023). Live Video Streaming Platforms_ Global Strategic Business Report. Research and Markets. https://www.researchandmarkets.com/reports/5310738/live-video-streaming-platforms-global-strategic
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
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
Huang, Y., & Suo, L. (2021). Factors Affecting Chinese Consumers’ Impulse Buying Decision of Live Streaming E-Commerce. Asian Social Science, 17(5), 16. https://doi.org/10.5539/ass.v17n5p16
Huo, C., Wang, X., Sadiq, M. W., & 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), 1–15. https://doi.org/10.1177/21582440231172678
Jiang, C., Rashid, R. M., & Wang, J. (2019). Investigating the role of social presence dimensions and information support on consumers’ trust and shopping intentions. Journal of Retailing and Consumer Services, 51, 263–270.
Khoi, N. H., & Le, A. N. H. (2023). Real-Time Interactivity and Impulsive Buying in Livestreaming Commerce: The Focal Intermediary Role of Inspiration. International Journal of Human-Computer Interaction, 0(0), 1–16. https://doi.org/10.1080/10447318.2023.2176987
Khoi, N. H., Nhat-Hanh Le, A., & Phong, N. D. (2023). A moderating – mediating model of the urge to buy impulsively in social commerce live-streaming. Electronic Commerce Research and Applications, 60(June), 101286. https://doi.org/10.1016/j.elerap.2023.101286
Lee, C. H., & Chen, C. W. (2021). Impulse buying behaviors in live streaming commerce based on the stimulus-organism-response framework. Information (Switzerland), 12(6), 1–17. https://doi.org/10.3390/info12060241
Li, G., Jiang, Y., & Chang, L. (2022a). The Influence Mechanism of Interaction Quality in Live Streaming Shopping on Consumers’ Impulsive Purchase Intention. Frontiers in Psychology, 13(July), 1–13. https://doi.org/10.3389/fpsyg.2022.918196
Li, M., Wang, Q., & Cao, Y. (2022b). 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). https://doi.org/10.3390/ijerph19074378
Li, S., Dou, Q., & Yu, Z. (2023). The influence mechanism of quasi-site creativity stimulation on consumers’ impulse buying in e-commerce live streaming. Multimedia Tools and Applications. https://doi.org/10.1007/s11042-023-15101-w
Li, Y., & Peng, Y. (2021). What Drives Gift-giving Intention in Live Streaming? The Perspectives of Emotional Attachment and Flow Experience. International Journal of Human-Computer Interaction, 37(14), 1317–1329. https://doi.org/10.1080/10447318.2021.1885224
Lin, S. C., Tseng, H. T., Shirazi, F., Hajli, N., & Tsai, P. T. (2023). Exploring factors influencing impulse buying in live streaming shopping: a stimulus-organism-response (SOR) perspective. Asia Pacific Journal of Marketing and Logistics, 35(6), 1383–1403. https://doi.org/10.1108/APJML-12-2021-0903
Lin, Y., Yao, D., & Chen, X. (2021). Happiness Begets Money: Emotion and Engagement in Live Streaming. Journal of Marketing Research, 58(3), 417–438. https://doi.org/10.1177/00222437211002477
Liu, X., Zhang, L., & Chen, Q. (2022). The effects of tourism e-commerce live streaming features on consumer purchase intention: The mediating roles of flow experience and trust. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.995129
Liu, Y., Li, H., & Hu, F. (2013). Website attributes in urging online impulse purchase: An empirical investigation on consumer perceptions. Decision Support Systems, 55(3), 829–837. https://doi.org/10.1016/j.dss.2013.04.001
Lo, P. S., Dwivedi, Y. K., Wei-Han Tan, G., Ooi, K. B., Cheng-Xi Aw, E., & 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(March), 325–337. https://doi.org/10.1016/j.jbusres.2022.04.013
Lv, X., Zhang, R., Su, Y., & Yang, Y. (2022). Exploring how live streaming affects immediate buying behavior and continuous watching intention: A multigroup analysis. Journal of Travel and Tourism Marketing, 39(1), 109–135. https://doi.org/10.1080/10548408.2022.2052227
Ma, L., Gao, S., & Zhang, X. (2022). How to Use Live Streaming to Improve Consumer Purchase Intentions: Evidence from China. Sustainability (Switzerland), 14(2), 1–20. https://doi.org/10.3390/su14021045
Mehrabian, A., & Russell, J. A. (1974). An Approach to Environmental Psychology (The MIT Pr). The MIT Press.
Meltwater & We Are Social. (2023). Digital 2023: Global Overview Report — DataReportal – Global Digital Insights. Data Reportal. https://datareportal.com/reports/digital-2023-global-overview-report
Ming, J., Jianqiu, Z., 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
Paraman, P., Annamalah, S., Vlachos, P., Ahmed, S., Balasubramaniam, A., Kadir, B., Raman, M., & Hoo, W. C. (2022). Dynamic Effect of Flow on Impulsive Consumption: Evidence from Southeast Asian Live Streaming Platforms. Journal of Open Innovation: Technology, Market, and Complexity, 8(4). https://doi.org/10.3390/joitmc8040212
Park, E. J., Kim, E. Y., Funches, V. M., & Foxx, W. (2012). Apparel product attributes, web browsing, and e-impulse buying on shopping websites. Journal of Business Research, 65(11), 1583–1589. https://doi.org/10.1016/j.jbusres.2011.02.043
Piron, F. (1991). Defining impulse purchasing. Advances in Consumer Research, 18(1951), 509–514.
Setyani, V., Zhu, Y., Nizar, A., Indahati, P., & Hsiao, B. (2019). International Journal of Information Management Exploring the psychological mechanisms from personalized advertisements to urge to buy impulsively on social media. International Journal of Information Management, 48(February), 96–107. https://doi.org/10.1016/j.ijinfomgt.2019.01.007
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