The Role of TikTok and Instagram Reels Algorithms in Short-Form Video Content Distribution: A Systematic Literature Review

Authors

  • Yohana Maritza Fatma Ayu Widyoputri University of 17 August 1945 Semarang
  • Atika Mutiarachim Universitas 17 Agustus 1945, Semarang

DOI:

https://doi.org/10.56444/icbe-untagsmg.v4i1.3525

Keywords:

Content, Instagram, Reels, Tik Tok, Multimedia.

Abstract

This study aims to analyze how the TikTok and Instagram Reels algorithms play a role in the distribution of multimedia content and their implications for content visibility, user engagement, and digital marketing practices. The research method used is a qualitative approach through a Systematic Literature Review by analyzing articles from accredited national journals and reputable international journals published in the period 2020-2025. The literature search process was carried out systematically through openly accessible scientific databases, then selected using inclusion and exclusion criteria to ensure the relevance and quality of the sources. The research findings show that the TikTok and Instagram Reels algorithms both rely on analysis of user behavior, initial engagement levels, and the characteristics of short-form audiovisual content in determining content distribution. TikTok emphasizes an interest-based recommendation system that allows content from new creators to gain broad reach, while Instagram Reels combines algorithmic recommendations with established social networks. The implications of this study emphasize that understanding the mechanics of algorithms is a strategic factor for content creators, business actors, and digital marketing practitioners in designing effective, adaptive, and sustainable multimedia content distribution strategies.

References

[1] L. Xiao, X. Li, and J. Mou, “Exploring user engagement behavior with short-form video advertising on short-form video platforms: a visual-audio perspective,” Internet Research, Dec. 2024, doi: 10.1108/INTR-07-2023-0521.

[2] M. Airoldi and J. Rokka, “Algorithmic consumer culture,” Consumption Markets & Culture, vol. 25, no. 5, pp. 411–428, Sep. 2022, doi: 10.1080/10253866.2022.2084726.

[3] A. Mutiarachim, “Integration of Artificial Intelligence and Big Data Analytics in Customer-Centric Organizations,” in INTELLIGENT TRANSFORMATION: AI’s Role in Business, Governance, Learning, and Spiritual Growth, Semarang: Untag Press, 2024, ch. XII, pp. 180–195.

[4] “Short and sweet: Using TikTok as a viable marketing platform in the social media era,” Strategic Direction, vol. 40, no. 6, pp. 13–14, Jul. 2024, doi: 10.1108/SD-06-2024-0067.

[5] S. Huang, Y. Ji, and L. Lin, “Algorithms vs. Peers: Shaping Engagement with Novel Content,” Mar. 2025, [Online]. Available: http://arxiv.org/abs/2503.11561

[6] F. R. Rashid and A. D. A. Abdullah, “Exploring the influence of social media utilization on strategic objectives and profitability in micro, small and medium enterprises (MSMEs): a preliminary empirical study,” Journal of Science and Technology Policy Management, pp. 1–26, Dec. 2025, doi: 10.1108/JSTPM-07-2024-0273.

[7] R. Wahid, H. Karjaluoto, K. Taiminen, and D. I. Asiati, “Becoming TikTok Famous: Strategies for Global Brands to Engage Consumers in an Emerging Market,” Journal of International Marketing, vol. 31, no. 1, pp. 106–123, Mar. 2023, doi: 10.1177/1069031X221129554.

[8] A. Narayanan, “Understanding Social Media Recommendation Algorithms.”

[9] E. Thorgren, A. Mohammadinodooshan, and N. Carlsson, “Temporal Dynamics of User Engagement on Instagram: A Comparative Analysis of Album, Photo, and Video Interactions,” in Proceedings of the 16th ACM Web Science Conference, WebSci 2024, Association for Computing Machinery, Inc, May 2024, pp. 224–234. doi: 10.1145/3614419.3644029.

[10] S. Mousavi, K. P. Gummadi, and S. Zannettou, “Auditing Algorithmic Explanations of Social Media Feeds: A Case Study of TikTok Video Explanations,” in Proceedings of the Eighteenth International AAAI Conference on Web and Social Media (ICWSM2024), 2024, pp. 1110–1112. [Online]. Available: www.aaai.org

[11] A. F. Fatimah and M. Nasir, “Utilization of Short Form Videos (TikTok, Reels, Shorts) to Increase Brand Engagement and Visibility,” Journal of Digital Marketing and Search Engine Optimization, vol. 2, no. 1, pp. 16–31, Jan. 2025.

[12] D. A. Carpio Pacheco, T. Briz, and B. Urbano, “The social side of business: content, traffic and visibility,” Management Decision, vol. 61, no. 10, pp. 3017–3034, Aug. 2023, doi: 10.1108/MD-09-2022-1319.

[13] D. Utari, D. Susetyo, and A. Maulana, “The Influence of Visual Content on Social Media on Generation Z Purchasing Decisions with Brand Engagement as an Intervening Variable,” Journal of International Conference Proceedings, vol. 7, no. 5, pp. 1129–1143, Feb. 2025, doi: 10.32535/jicp.v7i5.3638.

[14] A. Mutiarachim and J. S. P. Tyoso, “Pelatihan Pembuatan Media Promosi Mudah dan Menarik dengan Aplikasi Canva untuk UMKM di Desa Blerong Kabupaten Demak,” Jurnal Pengabdian Masyarakat Nusantara (JPMN), vol. 4, no. 1, pp. 1–9, Jun. 2024, doi: 10.35870/jpmn.v4i1.2654.

[15] J. J. Lee, “Managing unwanted visibility: how transnational Korean women content creators experience and manage harmful algorithmic visibility on global social media,” Inf. Commun. Soc., vol. 28, no. 13, pp. 2396–2412, 2025, doi: 10.1080/1369118X.2025.2518586.

[16] B. E. Duffy and C. Meisner, “Platform governance at the margins: Social media creators’ experiences with algorithmic (in)visibility,” Media Cult. Soc., vol. 45, no. 2, pp. 285–304, 2023, doi: 10.1177/01634437221111923.

[17] H. Metzler and D. Garcia, “Social Drivers and Algorithmic Mechanisms on Digital Media,” Perspectives on Psychological Science, vol. 19, no. 5, pp. 735–748, Sep. 2024, doi: 10.1177/17456916231185057.

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Published

2026-02-27

How to Cite

The Role of TikTok and Instagram Reels Algorithms in Short-Form Video Content Distribution: A Systematic Literature Review. (2026). Proceeding of The International Conference on Business and Economics, 4(1), 99-103. https://doi.org/10.56444/icbe-untagsmg.v4i1.3525

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