Emotional and Social Drivers of Consumer Behaviour in Live-Streaming Commerce: A Conceptual Integration of PAD and SOR Models

Authors

  • Zul Fahmi Universitas Negeri Padang
  • Vidyarini Dwita Universitas Negeri Padang
  • Yunia Wardi Universitas Negeri Padang
  • Abror Abror Universitas Negeri Padang
  • Dina Patrisia Universitas Negeri Padang
  • Teh Nurul Afiza Abdul Jalil Universiti Utara Malaysia

DOI:

https://doi.org/10.30588/jmp.v15i2.2689

Keywords:

Impulsive Buying, Live-streaming Commerce, Pleasure–Arousal–Dominance (PAD), Social Presence, Stimulus–Organism–Response (SOR)

Abstract

Live-streaming commerce has reshaped digital retail by integrating real-time interaction and immersive social environments that drive emotional responses and stimulate impulsive buying. Although the Stimulus–Organism–Response (SOR) framework and the Pleasure–Arousal–Dominance (PAD) model have been frequently applied in previous studies, their integration receives little attention, and the dominance dimension is often overlooked. Therefore, this study systematically maps the intellectual structure and thematic evolution of research to examine the relationships between social presence, affective states, and impulsive buying in live-streaming commerce. Using a bibliometric-based systematic literature review, 998 articles published between 2021 and 2026 were retrieved through Publish or Perish and Google Scholar. From this pool, 18 Scopus-indexed business and management studies were chosen as they met the PRISMA inclusion criteria. VOSviewer analysis reveals a strong empirical concentration on pleasure and arousal as primary mediating mechanisms, while the dominance is noticeably under-explored and the integration of SOR is often incomplete. This study enhances the PAD–SOR framework by demonstrating how the interplay between emotional arousal and emotion regulation influences impulsive purchasing in immersive digital commerce.

References

Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007

Assiouras, I., Giannopoulos, A., Mavragani, E., & Buhalis, D. (2025). Virtual reality facilitated travel inspiration: The role of pleasure and arousal. Current Issues in Tourism, 28(23), 3851–3864. https://doi.org/10.1080/13683500.2024.2406412

Bui, C. T., Ngo, T. T. A., Chau, H. K. L., & Tran, N. P. N. (2025). How perceived eWOM in visual form influences online purchase intention on social media: A research based on the SOR theory. PLOS ONE, 20(7), e0328093. https://doi.org/10.1371/journal.pone.0328093

Chen, J., & Liao, J. (2022). Antecedents of viewers’ live streaming watching: A perspective of social presence theory. Frontiers in Psychology, 31(13), 839629. https://doi.org/10.3389/fpsyg.2022.839629

Cheng, L. K., & Huang, H. L. (2022). Virtual tourism atmospheres: The effects of pleasure, arousal, and dominance on the acceptance of virtual tourism. Journal of Hospitality and Tourism Management, 53, 143–152. https://doi.org/10.1016/j.jhtm.2022.10.002

Chung, X. L., Yasmin, F., Haider, S. A., 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), 2474861. https://doi.org/10.1080/23311886.2025.2474861

Dai, X. (2024). Application and effect evaluation of visual marketing in live e-commerce. Journal of Advanced Academic Research and Studies, 1(3), 9–25.

Deng, Z., Jiang, Y., & Wang, J. (2024). Travel live-streaming empowerment amid crises: A processual and psychological view. Current Issues in Tourism, 27(3), 341–349. https://doi.org/10.1080/13683500.2023.2214355

Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070

Duong, N. T. H., & Ta, M. Q. (2024). Investigating online purchase intention of Gen Z on TikTok live stream shopping. Economics and Business Administration, 15(4), 71–89. https://doi.org/https://doi.org/10.46223/HCMCOUJS.econ.en.15.4.3416.2025

Gumay, E. C., Bangsawan, S., & Pandjaitan, D. R. H. (2024). The influence of social presence on impulsive behavior buy gen Z on live streaming e-commerce shopee with Sor framework. Journal of Social Research, 3(7), 1–12. https://doi.org/https://doi.org/10.55324/josr.v3i7.2171

Gusenbauer, M., & Haddaway, N. R. (2020). Which academic search systems are suitable for systematic reviews or meta-analyses? Evaluating retrieval qualities of Google Scholar, PubMed, and 26 other resources. Research Synthesis Methods, 11(2), 181–217. https://doi.org/10.1002/jrsm.1378

Haddaway, N. R., Collins, A. M., Coughlin, D., & Kirk, S. (2015). The role of google scholar in evidence reviews and its applicability to grey literature searching. PLoS ONE, 10(9), e0138237. https://doi.org/10.1371/journal.pone.0138237

Hong-Ngoc, T. (2025). Fear of missing out (FOMO) and impulsive buying on TikTok shop: A study using the stimulus-organism-response (SOR) model. SEARCH Journal of Media and Communication Research, 17(2), 87–104. https://doi.org/10.58946/search-17.2.P6

Hovland, C. I., Janis, I. L., & Kelley, H. H. (1953). Communication and Persuasion: Psychological Studies of Opinion Change. Yale University Press.

Huang, Z., Zhu, Y., Hao, A., & Deng, J. (2023). How social presence influences consumer purchase intention in live video commerce: the mediating role of immersive experience and the moderating role of positive emotions. Journal of Research in Interactive Marketing, 17(4), 493–509. https://doi.org/10.1108/JRIM-01-2022-0009

Lai, P., Aw, E. C.-X., & Tan, G. W.-H. (2025). Empowerment to commitment: How live-streaming atmosphere and relational bonds drive impulse consumption? Journal of Research in Interactive Marketing, 19(4), 549–570. https://doi.org/10.1108/JRIM-03-2024-0131

Li, G., Jiang, Y., & Chang, L. (2022). The influence mechanism of interaction quality in live streaming shopping on consumers’ impulsive purchase intention. Frontiers in Psychology, 13, 918196. https://doi.org/10.3389/fpsyg.2022.918196

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

Liang, X., Huo, Y., & Luo, P. (2024). What drives impulsive travel intention in tourism live streaming? A chain mediation model based on SOR framework. Journal of Travel & Tourism Marketing, 41(2), 169–185. https://doi.org/10.1080/10548408.2024.2310175

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

Liu, M., Chen, X., Yang, B., & Gao, Y. (2025). The role of social presence in impulsive buying during live streaming e-commerce: Exploring the mechanisms of customer inspiration and positive emotion. BMC Psychology, 13(1414), 1414. https://doi.org/10.1186/s40359-025-03743-4

Mardhiana, H. R. (2024). Gen Z’s impulse buying behavior of shopping through live-streaming social commerce platforms: Investigating the role of parasocial interaction and social commerce emotional motivation. Journal of Social Sciences and Humanities, 3(3), 29–50. https://doi.org/doi.org/10.56943/jssh.v3i3.588

Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology. The MIT Press.

Min, Y., & Tan, C. C. (2022). A stimulus-organism-response (S-O-R) framework for live streaming commerce with a socio-technical perspective. International Journal of Arts and Social Science, 5(4), 118–140. https://www.ijassjournal.com/2022/V5I4/414665491.pdf

Ngo, T. T. A., Nguyen, H. L. T., Nguyen, H. P., Mai, H. T. A., Mai, T. H. T., & Hoang, P. L. (2024). A comprehensive study on factors influencing online impulse buying behavior: Evidence from Shopee video platform. Heliyon, 10(1), e35743. https://doi.org/https://doi.org/10.1016/j.heliyon.2024.e35743

Paul, J., Lim, W. M., O’Cass, A., Hao, A. W., & Bresciani, S. (2021). Scientific procedures and rationales for systematic literature reviews (SPAR-4-SLR). International Journal of Consumer Studies, 45(4), O1–O16. https://doi.org/10.1111/ijcs.12695

Shao, B., Zhu, Y., Yang, P., & Qin, Y. (2026). When sparks fly: How arousal-driven atmospheres, brand positioning, and consumer traits collide in live-streaming ecosystems. Journal of Retailing and Consumer Services, 88, 104534. https://doi.org/10.1016/j.jretconser.2025.104534

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

Tan, K. L., Hii, I. S. H., Lim, X. J., & Wong, C. Y. L. (2024). Enhancing purchase intentions among young consumers in a live-streaming shopping environment using relational bonds: Are there differences between “buyers” and “non-buyers”? Asia Pacific Journal of Marketing and Logistics, 36(1), 48–65. https://doi.org/10.1108/APJML-01-2023-0048

Tong, X., Chen, Y., Zhou, S., Yang, S., & Jiang, H. (2023). Do atmospheric cues matter in live streaming e-commerce? An eye-tracking investigation. Electronic Commerce Research and Applications, 62, 101334. https://doi.org/10.1016/j.elerap.2023.101334

Utami, Z. L. (2024). The influence of flash sale and shopee live on impulsive buying behavior in marketing management students. MAMEN: Jurnal Manajemen, 3(3), 155–165. https://doi.org/https://doi.org/10.55123/mamen.v3i3.3893

Utomo, P., Sundjaja, A. M., Mirzaliev, S., & Huang, H. L. (2025). Lost in the stream: Unravelling the triggers of impulsive buying on live shopping platforms. Journal of Creative Communications, 20(3), 421–440. https://doi.org/10.1177/09732586251363710

van Eck, N. J., & Waltman, L. (2022). VOSviewer manual. Univeristeit Leiden. http://www.vosviewer.com/documentation/Manual_VOSviewer_1.6.1.pdf

Wang, C., Chen, B., Hu, S., & Li, J. (2025). Streamer interaction and consumer impulsive buying in live-stream commerce: the mediating roles of trust and emotional arousal with anticipated regret as boundary condition. Frontiers in Communication, 10, 1547639. https://doi.org/10.3389/fcomm.2025.1547639

Wen, J., Li, X., & Han, H. (2025). Emotional resonance and buying behavior in live streaming: A study on KOL influence and the mediation of purchase intentions. Journal of Theoretical and Applied Electronic Commerce Research, 20(2), 108. https://doi.org/10.3390/jtaer20020108

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, 1379992. https://doi.org/10.3389/fpsyg.2024.1379992

Xiao, E., 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

Xu, X., Wu, J.-H., & Li, Q. (2020). What drives consumer shopping behavior in live streaming commerce? Journal of Electronic Commerce Research, 21(3), 144–167. http://www.jecr.org/node/609

Xu, Y., & Ruan, Y. (2023). AI and human broadcasters: Relative impact on consumer engagement in live streaming commerce. Electronic Commerce Research and Applications, 62, 101335. https://doi.org/https://doi.org/10.1016/j.elerap.2023.101335

You, Z., Wang, M., & Shamu, Y. (2023). The impact of network social presence on live streaming viewers’ social support willingness: a moderated mediation model. Humanities and Social Sciences Communications, 10(1), 385. https://doi.org/10.1057/s41599-023-01892-8

Zhang, M., & Shi, G. (2022). Consumers’ impulsive buying behavior in online shopping based on the influence of social presence. Computational Intelligence and Neuroscience, 2022(1), 6794729. https://doi.org/10.1155/2022/6794729

Zhang, X., Chen, H., & Liu, Z. (2024). Operation strategy in an e-commerce platform supply chain: Whether and how to introduce live streaming services? International Transactions in Operational Research, 31(2), 1093–1121. https://doi.org/10.1111/itor.13186

Zhu, X., & Vijayan, S. K. (2025). Antecedents of impulse purchase through perceived enjoyment among Chinese live streaming commerce consumers. SAGE Open, 15(3), 1–17. https://doi.org/10.1177/21582440251357159

Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629

Downloads

Published

2026-06-30

How to Cite

Fahmi, Z., Dwita, V., Wardi, Y., Abror, A., Patrisia, D., & Jalil, T. N. A. A. (2026). Emotional and Social Drivers of Consumer Behaviour in Live-Streaming Commerce: A Conceptual Integration of PAD and SOR Models. Jurnal Maksipreneur: Manajemen, Koperasi, Dan Entrepreneurship, 15(2), 640–658. https://doi.org/10.30588/jmp.v15i2.2689

Issue

Section

Articles