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Abstract

Research Aims: This study examines the influence of live shopping on consumer purchase decisions in Indonesia, focusing on key features such as interactivity, promotional urgency, and influencer marketing. It also investigates the mediating effect of consumer trust and the moderating role of social commerce experience.

Design/Methodology/Approach: A quantitative approach was employed, using survey data from 265 Indonesian consumers who engage in live shopping. The analysis was conducted using Partial Least Squares Structural Equation Modelling (PLS-SEM) in SmartPLS.

Research Findings: Interactivity, promotional urgency, and influencer marketing significantly impact consumer purchase decisions, both directly and indirectly through consumer trust. Promotional urgency exerts the strongest effect, emphasising the power of time-sensitive sales tactics. Social commerce experience moderates these relationships, with experienced consumers responding more strongly to live shopping strategies.

Theoretical Contribution/Originality: This study expands the literature on social commerce by integrating live shopping elements into the S-O-R model and Trust Theory. It provides empirical evidence of how interactivity, urgency-driven promotions, and influencer credibility shape real-time purchase decisions.

Managerial Implication in the South East Asian Context: Businesses in Southeast Asia should enhance live shopping by improving interactivity, leveraging urgency-based promotions, and strengthening influencer collaborations.

Research Limitation & Implications: The study is limited to Indonesia, affecting its broader applicability. Its cross-sectional nature and self-reported data may introduce bias. Future research should explore regional differences, behavioural analytics, and longitudinal studies on evolving consumer behaviours in live shopping.

References

Aisyah, S. (2023). Implications of planning and management for the development of sustainable cultural heritage tourism in Malaysia. Advances in Tourism Studies, 1(2), 65-71. https://doi.org/10.47492/ats.v1i2.18

Alam, R. (2025). Building adaptive workforces: HRM and digital competency in tourism innovation. Global Review of Tourism and Social Sciences, 1(2), 119-128. https://doi.org/10.53893/grtss.v1i2.357

Asanprakit, S., & Kraiwanit, T. (2023). Causal factors influencing the use of social commerce platforms. Journal of Open Innovation: Technology, Market, and Complexity, 9(4), 100172. https://doi.org/10.1016/j.joitmc.2023.100172

Barton, B., Zlatevska, N., & Oppewal, H. (2022). Scarcity tactics in marketing: A meta-analysis of product scarcity effects on consumer purchase intentions. Journal of Retailing, 98(4), 741-758. https://doi.org/10.1016/j.jretai.2022.06.003

Belanche, D., Casaló, L. V., Flavián, M., & Ibáñez-Sánchez, S. (2021). Understanding influencer marketing: The role of congruence between influencers, products and consumers. Journal of business research, 132, 186-195. https://doi.org/10.1016/j.jbusres.2021.03.067

Buckley, O., Ashman, R., & Haenlein, M. (2025). Leveraging livestreaming to enrich influencer marketing. California Management Review, 67(2), 111-140. https://doi.org/10.1177/00081256241300730

Chang, M. K., Cheung, W., & Tang, M. (2013). Building trust online: Interactions among trust building mechanisms. Information & management, 50(7), 439-445. https://doi.org/10.1016/j.im.2013.06.003

Chen, Y., Li, M., Chen, A., & Lu, Y. (2024). Trust development in live streaming commerce: Interaction-based building mechanisms and trust transfer perspective. Industrial Management & Data Systems, 124(12), 3218-3239. https://doi.org/10.1108/IMDS-09-2023-0633

Chen, Y., Qin, Z., Yan, Y., & Huang, Y. (2024). The power of influencers: How does influencer marketing shape consumers’ purchase intentions?. Sustainability, 16(13), 5471. https://doi.org/10.3390/su16135471

Davis, S., & Saini, S. (2022). E-conomy SEA. Google, Temasek, and Bain & Company. Retrieved from https://services.google.com/fh/files/misc/e_conomy_sea_2022_report.pdf

Duc, L. D. T., & Mujahida, S. (2024). Determinants of consumer preference for local brands: A comprehensive review of recent literature. Global Review of Tourism and Social Sciences, 1(1), 41-52. https://doi.org/10.53893/grtss.v1i1.318

Duong, N. T., Lin, H. H., Wu, T. L., & Wang, Y. S. (2024). Understanding consumer trust dynamics and purchase intentions in a multichannel live streaming e-commerce context: A trust transfer perspective. International Journal of Human–Computer Interaction, 41(14), 9123-9136. https://doi.org/10.1080/10447318.2024.2423332

Gulfraz, M. B., Sufyan, M., Mustak, M., Salminen, J., & Srivastava, D. K. (2022). Understanding the impact of online customers’ shopping experience on online impulsive buying: A study on two leading E-commerce platforms. Journal of Retailing and Consumer Services, 68, 103000. https://doi.org/10.1016/j.jretconser.2022.103000

Gunawan, I. (2022). Customer loyalty: The effect customer satisfaction, experiential marketing and product quality. KINERJA: Jurnal Manajemen Organisasi dan Industri, 1(1), 35-42.https://doi.org/10.37481/jmoi.v1i1.6

Handoyo, S. (2024). Purchasing in the digital age: A meta-analytical perspective on trust, risk, security, and e-WOM in e-commerce. Heliyon, 10(8), e29714. https://doi.org/10.1016/j.heliyon.2024.e29714

Hmurovic, J., Lamberton, C., & Goldsmith, K. (2023). Examining the efficacy of time scarcity marketing promotions in online retail. Journal of Marketing Research, 60(2), 299-328.https://doi.org/10.1177/00222437221118856

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), 21582440231172678. https://doi.org/10.1177/21582440231172678

Ilmi, S. H., Harianto, E., Mas’ud, R., & Azizurrohman, M. (2023). Does digital marketing based on brand image and brand trust affect purchase decisions in the fashion industry 4.0?. Jurnal Aplikasi Manajemen, 21(3), 553-566. https://doi.org/10.21776/ub.jam.2023.021.03.01

Izogo, E. E., & Jayawardhena, C. (2018). Online shopping experience in an emerging e-retailing market. Journal of Research in Interactive Marketing, 12(2), 193-214. https://doi.org/10.1108/JRIM-02-2017-0015

Jayasingh, S., Sivakumar, A., & Vanathaiyan, A. A. (2025). Artificial intelligence influencers’ credibility effect on consumer engagement and purchase intention. Journal of Theoretical and Applied Electronic Commerce Research, 20(1), 17. https://doi.org/10.3390/jtaer20010017

Kexin, Z., & Teo, P. C. (2023). The adoption of Stimulus-Organism-Response (SOR) model in the social commerce literature. International Journal of Academic Research in Business and Social Sciences, 13(7), 1879-1886. https://doi.org/10.6007/IJARBSS/v13-i7/17290

Kosimwidjaja, J. F., & Hadiprawoto, T. (2025). Do loyalty programs actually build customer loyalty? A service quality perspective from Indonesian e-Commerce. The South East Asian Journal of Management, 19(1), 123-147. https://doi.org/10.7454/seam.v19i1.1784

Li, L., Yuan, L., & Tian, J. (2023). Influence of online E-commerce interaction on consumer satisfaction based on big data algorithm. Heliyon, 9(8), e18322. https://doi.org/10.1016/j.heliyon.2023.e18322

Li, Z., Wang, Y., Cianfrone, B. A., Guo, Z., Liu, B., Zhang, J., & Shi, C. (2025). Impact of scene features of e-commerce live streaming on consumers’ flow and purchase intentions of sporting goods. Behavioral Sciences, 15(2), 238. https://doi.org/10.3390/bs15020238

Lu, Y., & Siegfried, P. (2021). E-commerce live streaming: An emerging industry in China and a potential future trend in the world. ACC Journal, 27(2), 73–89. https://doi.org/10.15240/tul/004/2021-2-007

Ma, X., Aw, E. C. X., & Filieri, R. (2023). From screen to cart: How influencers drive impulsive buying in livestreaming commerce?. Journal of Research in Interactive Marketing, 18(6), 1034-1058. https://doi.org/10.1108/jrim-05-2023-0142

Ma, Y. (2023). Effects of interactivity affordance on user stickiness in livestream shopping: Identification and gratification as mediators. Heliyon, 9(1), e12917. https://doi.org/10.1016/j.heliyon.2023.e12917

Marjerison, R. K., Hu, J., & Wang, H. (2022). The effect of time-limited promotion on e-consumers’ public self-consciousness and purchase behavior. Sustainability, 14(23), 16087. https://doi.org/10.3390/su142316087

Maspul, K. A. (2023). Enhancing Bandung as a global destination for coffee tourism innovation. Advances in Tourism Studies, 1(4), 132-141.

Merritt, K., & Zhao, S. (2022). The power of live stream commerce: A case study of how live stream commerce can be utilised in the traditional British retailing sector. Journal of Open Innovation: Technology, Market, and Complexity, 8(2), 71. https://doi.org/10.3390/joitmc8020071

Mofokeng, T. E. (2021). The impact of online shopping attributes on customer satisfaction and loyalty: Moderating effects of e-commerce experience. Cogent Business & Management, 8(1), 1968206. https://doi.org/10.1080/23311975.2021.1968206

Mutambik, I. (2024). The emerging phenomenon of shopstreaming: Gaining a more nuanced understanding of the factors which drive it. Journal of Theoretical and Applied Electronic Commerce Research, 19(3), 2522-2542. https://doi.org/10.3390/jtaer19030121

Pires, P. B., Prisco, M., Delgado, C., & Santos, J. D. (2024). A conceptual approach to understanding the customer experience in e-commerce: An empirical study. Journal of Theoretical and Applied Electronic Commerce Research, 19(3), 1943-1983. https://doi.org/10.3390/jtaer19030096

Santoso, E. (2022). Opportunities and challenges: E-commerce in Indonesia from a legal perspective. Jurnal Penelitian Hukum De Jure, 22(3), 395-410. https://doi.org/10.30641/dejure.2022.V22.395-410

Shang, Q., Ma, H., Wang, C., & Gao, L. (2023). Effects of background fitting of e-commerce live streaming on consumers’ purchase intentions: A cognitive-affective perspective. Psychology Research and Behavior Management, 16, 149–168. https://doi.org/10.2147/PRBM.S393492

Statista. (2024). SEA: Livestream shopping usage and interest by country. Statista. Retrieved from https://www.statista.com/statistics/1366806/sea-livestream-shopping-usage-and-interest-by-country/

Sumanjeet, S. (2008). Factors affecting the online shoppers’ satisfaction: A study of Indian online customers. The South East Asian Journal of Management, 2(1), 59-68. https://doi.org/10.21002/seam.v2i1.5580

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

Szakal, A. C., Brătucu, G., Ciobanu, E., Chițu, I. B., Mocanu, A. A., & Ialomițianu, G. (2024). Exploring influencing marketing—Consumer insights and creators’ perspectives. Sustainability, 16(5), 1845. https://doi.org/10.3390/su16051845

Tun, P. M. (2022). What is the role of tea concept between positive recommendation and behavioural intention to purchase in social media?. The South East Asian Journal of Management, 16(2), 23-46. https://doi.org/10.21002/seam.v16i2.1101

Wang, L., Zhang, R. S., & Zhang, C. X. (2024). Live streaming e-commerce platform characteristics: Influencing consumer value co-creation and co-destruction behavior. Acta psychologica, 243, 104163. https://doi.org/10.1016/j.actpsy.2024.104163

Wang, Q., & Binti Musa, R. (2024). The impact of e-commerce live streaming on consumer purchasing behavior in the influencer economy. Frontiers in Business, Economics and Management, 16(3), 102-105. https://doi.org/10.54097/nadkz803

Wang, R., & Chan-Olmsted, S. (2024). Brand communication through social media influencers: Trust building and trust transfer mechanisms. International Journal of Business Communication, 0(0). https://doi.org/10.1177/23294884241255911

Wang, Y., Lu, Z., Cao, P., Chu, J., Wang, H., & Wattenhofer, R. (2022). How live streaming changes shopping decisions in E-commerce: A study of live streaming commerce. Computer Supported Cooperative Work (CSCW), 31(4), 701-729. https://doi.org/10.1007/s10606-022-09439-2

Yang, G., Chaiyasoonthorn, W., & Chaveesuk, S. (2024). Exploring the influence of live streaming on consumer purchase intention: A structural equation modeling approach in the Chinese e-commerce sector. Acta Psychologica, 249, 104415. https://doi.org/10.1016/j.actpsy.2024.104415

Yuli, S. B. C. (2024). Understanding the dynamics of tourist experience through a qualitative lens: A case study approach in Indonesia. Global Review of Tourism and Social Sciences, 1(1), 30-40. https://doi.org/10.53893/grtss.v1i1.323

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

Zhou, R. (2024). The impact of scarcity promotions in live streaming e-commerce on purchase intention: the mediating effect of emotional experience. Asia Pacific Journal of Marketing and Logistics. https://doi.org/10.1108/APJML-04-2024-0475

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