Content, Commerce, and Community Effects on TikTok Live Engagement

Authors

  • Mohammad Alaric Hanedhy Edigani Putra LSPR Institute of Communication & Business
  • Akhmad Edhy Aruman LSPR Institute of Communication and Business image/svg+xml
  • Raynaldi Samuel Valentino LSPR Institute of Communication and Business image/svg+xml
  • Mohammad Bayu Edigani Putra University of Auckland image/svg+xml

DOI:

https://doi.org/10.37535/

Keywords:

TikTok Live Streaming, social commerce, consumer engagement, visual communication, Uses and Gratification

Abstract

The rapid growth of TikTok as a social commerce platform has transformed how brands engage with consumers through live-streaming features. Although prior studies have examined content, commerce, and community individually, limited research has explored their integrated and synergistic effects on consumer engagement in real-time digital environments, particularly within the Indonesian beauty industry. This study addresses this gap by applying the Content, Commerce, and Community (3C) framework to examine the collective influence of these dimensions on engagement during TikTok Live sessions. Using a quantitative approach, data were collected through an online questionnaire distributed to users who had interacted with Make Over Indonesia’s TikTok Live content. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings indicate that content, commerce, and community have significant positive effects on consumer engagement. Among these factors, commerce emerges as the strongest determinant, highlighting the critical role of transactional convenience and real-time shopping features in live-streaming commerce. These results underscore the importance of integrating engaging content, seamless commerce functionalities, and interactive community elements to enhance consumer engagement in social commerce settings. This study contributes to the empirical development of the 3C framework and offers practical insights for marketers seeking to optimize engagement strategies on live-streaming platforms.

 

References

Ariffin, N. M., Fikry, A., Shobri, N. D. M., & Ilias, I. S. C. (2024). A review of TikTok livestreaming commerce. Information Management and Business Review, 16(3S[a]), 67–77.

Attar, A., Hopkins, J., & Co, L. (2022). Digital marketing strategies in the modern era. Marketing Press.

Botanas, S. M. D., Cabanilla, M. E. P., Jerusalem, L. L., & Teves, M. D. C. (2024). The popularity of live streaming e-commerce in TikTok and its impact on customer buying behavior. International Journal of Open-Access, Interdisciplinary & New Educational Discoveries of ETCOR Educational Research Center, 3(4). https://doi.org/10.13140/RG.2.2.18613.69606

Bray, G. A. (2024). Capturing consumer attention: An in-depth analysis of TikTok live shopping. Law and Economy, 3(1). https://doi.org/10.56397/LE.2024.01.04

Chen, L.-R., Chen, F.-S., & Chen, D.-F. (2023). Effect of social presence toward livestream e-commerce on consumers’ purchase intention. Sustainability, 15(4), 3571. https://doi.org/10.3390/su15043571

Cheng, Z. (2024). The influence of interactivity in e-commerce live streaming on consumers’ online purchase intention. Frontiers in Business, Economics and Management, 16(2), 34-37

Danziger, P. (2018, November 7). 5 keys to beauty brand Glossier’s success. Forbes. https://www.forbes.com/sites/pamdanziger/2018/11/07/5-keys-to-beauty-brand-glossiers-success/

Febtiana, W., & Widanti, A. (2025). Live-stream shopping: Impact of social attraction, social presence, parasocial interaction, and positive emotion on purchase intention. Journal of Enterprise and Development, 7(1).

Huwaida, L. A., Yusuf, A., Satria, A. N., Darmawan, M. A., Ammar, M. F., Yanuar, M. W., Hidayanto, A. N., & Yaiprasert, C. (2024). Generation Z and Indonesian social commerce: Unraveling key drivers of their shopping decisions. Journal of Open Innovation: Technology, Market, and Complexity, 10(2), 100256. https://doi.org/10.1016/j.joitmc.2024.100256

Haryadi, A., Listyorini, L., Jennifer, J., Celina, C., Elsadi, E., & Defriansyah, D. (2025).

A systematic literature review: Exploring variables and contextual applications of the uses and gratifications theory framework in digital media platforms. Akselerasi: Jurnal Ilmiah Nasional, 7(3), 14–30.

Li, L., Pongsakornrungsilp, S., Pongsakornrungsilp, P., & Jiang, Y. (2024). The influence of social support on customer engagement in live streaming commerce: The mediating role of perceived value. TEM Journal, 13(4), 2850–2862. https://doi.org/10.18421/TEM134-21

Luo, X., Lim, W. M., Cheah, J.-H., Lim, X.-J., & Dwivedi, Y. K. (2025). Live streaming commerce: A review and research agenda. Journal of Computer Information Systems, 65(3), 376–399. https://doi.org/10.1080/08874417.2023.2290574

Liu, C., Jiang, M., & Muhammad, Z. A. (2024).

The impact of TikTok short video factors on tourists’ behavioral intention among Generation Z and millennials: The role of flow experience. PLoS ONE, 19(12), e0315140. https://doi.org/10.1371/journal.pone.0315140

Nugraha, S. A., & Otok, B. W. (2025). Actual purchase on live streaming TikTok Shop: The influence of trust, flow experience, and IT affordance. Eduvest – Journal of University Studies, 5(1). https://doi.org/10.59188/eduvest.v5i1.1565

Patwa, N., Gupta, M., & Mittal, A. (2024). Modeling the influence of online communities and social commerce. Global Knowledge, Memory and Communication. Advance online publication. https://doi.org/10.1108/GKMC-01-2023-0014

Putri, A. J., Syahputra, S., & Pradana, M. (2024). The influence of social presence on purchase intention in live video commerce (Empirical study in Bandung City). Journal of Applied Business, Taxation and Economics Research (JABTER), 4(1), 121–130.

Qu, Y., Khan, J., Su, Y., Tong, J., & Zhao, S. (2023). Impulse buying tendency in live-stream commerce: The role of viewing frequency and anticipated emotions influencing scarcity-induced purchase decision. Journal of Retailing and Consumer Services, 75, 103534. https://doi.org/10.1016/j.jretconser.2023.103534

Qin, C., Zeng, X., Liang, S., & Zhang, K. (2023). Do live streaming and online consumer reviews jointly affect purchase intention? Sustainability, 15(8), 6992. https://doi.org/10.3390/su15086992

Sun, Y., Shao, X., Li, X., Guo, Y., & Nie, K. (2019).

How live streaming influences purchase intentions in social commerce: An IT affordance perspective. Electronic Commerce Research and Applications, 37, 100886.

Sima, H., Wu, X., Luo, N., & Lin, H. (2025). Live-streaming commerce and consumer purchase intentions: A trust-based analysis. Advances in Consumer Research, 2(5), 2442–2458

Trunfio, M., & Rossi, S. (2021). Conceptualising and measuring social media engagement: A systematic literature review. Italian Journal of Marketing, 2021(3), 267–292.

https://doi.org/10.1007/s43039-021-00035-8

Tohari, A., Sugiono, S., Irmayanti, E., Solikah, M., Meilina, R., & Sandy, T. A. (2025). The impact of word of mouth, product quality, and price on trust and repurchase intentions: A SEM-based case study of Indonesian live streaming e-commerce. International Journal of Analysis and Applications, 23, 113.

We Are Social, & Meltwater. (2023). Digital 2023: Indonesia. https://datareportal.com/reports/digital-2023-indonesia

Wu, Y.-Y., Batool, H., & Yang, Y.-J. (2024). Relationship between the characteristics of e-commerce live streaming and purchase intentions: Moderating effect of hedonic shopping value. Emerging Science Journal, 8(3), 1097–1113.

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, 242, 104415. https://doi.org/10.1016/j.actpsy.2024.104415

Yudha, J. K., Komaladewi, R., & Yudha, R. T. B. (2022). Effect of live streaming e-commerce in building customer trust and customer engagement (Study on Tokopedia consumers). Journal of Business Studies and Management Review, 6(1), 101-108

Zheng, R., Li, Z., & Na, S. (2022). How customer engagement in the live-streaming affects purchase intention and customer acquisition, E-tailer’s perspective. Journal of Retailing and Consumer Services, 68, 103015. https://doi.org/10.1016/j.jretconser.2022.103015

Zhou, R. (2024). Understanding the impact of TikTok’s recommendation algorithm on user engagement. International Journal of Computer Science and Information Technology, 3(2). https://doi.org/10.62051/ijcsit.v3n2.24

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Published

2026-01-20

How to Cite

Content, Commerce, and Community Effects on TikTok Live Engagement. (2026). Communicare : Journal of Communication Studies, 12(2), 251-265. https://doi.org/10.37535/

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