Unveiling The Intellectual Structure And Research Frontiers of Influencer Marketing: A Bibliometric And Science Mapping Analysis Using Vosviewer

Authors

  • Niswatin Nurul Hidayati Institut Teknologi dan Bisnis Tuban
  • Joko Hadi Purnomo Institut Agama Islam Al-Fatimah Bojonegoro

DOI:

https://doi.org/10.69875/djosse.v3i3.562

Keywords:

Influencer Marketing, Social Media, Bibliometric Analysis, Science Mapping, VOSviewer

Abstract

The rapid development of social media and the creator economy has positioned influencer marketing as an increasingly important phenomenon in contemporary digital society. However, the rapid expansion of research in this field has resulted in a fragmented body of knowledge, making it necessary to identify its intellectual structure and emerging research frontiers. This study aims to map the intellectual structure, thematic relationships, and temporal development of research on influencer marketing. A bibliometric analysis and science mapping approach was employed using publications indexed in Scopus from 2000 to 2026, with VOSviewer used to analyze keyword co-occurrence, thematic clusters, density, and temporal trends. The findings indicate that influencer marketing, social media, influencers, purchase intention, engagement, consumption behavior, and commerce constitute the central themes shaping the intellectual structure of the field. The analysis further reveals a thematic shift from conventional consumer-oriented research toward emerging issues involving virtual influencers, artificial intelligence, generative AI, creator economy, social commerce, green marketing, sustainable consumption, transparency, privacy, and kidfluencers. The temporal mapping suggests that influencer marketing is increasingly evolving from a promotional strategy into a broader digitally mediated social influence phenomenon involving interactions among influencers, consumers, brands, platforms, algorithms, and emerging technologies. From a social sciences perspective, these findings highlight the need to examine influencer marketing through broader theoretical lenses, including social influence, parasocial relationships, digital identity, platform society, digital labor, human–AI interaction, social norms, and digital governance. This study contributes by providing a comprehensive map of the evolution of influencer marketing and identifying future research directions at the intersection of marketing, technology, and digital social transformation.

References

Allal-Chérif, O., Puertas, R., & Carracedo, P. (2024). Intelligent influencer marketing: how AI-powered virtual influencers outperform human influencers. Technological Forecasting and Social Change, 200(October 2023). https://doi.org/10.1016/j.techfore.2023.123113

Audrezet, A., de Kerviler, G., & Guidry Moulard, J. (2020). Authenticity under threat: When social media influencers need to go beyond self-presentation. Journal of Business Research, 117(November 2017), 557–569. https://doi.org/10.1016/j.jbusres.2018.07.008

Audrezet, A., Koles, B., Moulard, J. G., Ameen, N., & McKenna, B. (2025). Virtual influencers: Definition and future research directions. Journal of Business Research, 200(August). https://doi.org/10.1016/j.jbusres.2025.115647

De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828. https://doi.org/10.1080/02650487.2017.1348035

Jia, W., Fu, L., & Dai, Y. (2024). Increasing Trust in Influencer Marketing: The Effects of Sponsorship Disclosure and Endorser Type. Journal of Promotion Management, 30(4), 615–638. https://doi.org/10.1080/10496491.2023.2289925

Joshi, Y., Lim, W. M., Jagani, K., & Kumar, S. (2025). Social media influencer marketing: foundations, trends, and ways forward. In Electronic Commerce Research (Vol. 25, Issue 2). Springer US. https://doi.org/10.1007/s10660-023-09719-z

Kim, D. Y., & Kim, H. Y. (2021). Trust me, trust me not: A nuanced view of influencer marketing on social media. Journal of Business Research, 134(May), 223–232. https://doi.org/10.1016/j.jbusres.2021.05.024

Libai, B., Rosario, A. B., Beichert, M., Donkers, B., Haenlein, M., Hofstetter, R., Kannan, P. K., van der Lans, R., Lanz, A., Alice Li, H., Mayzlin, D., Muller, E., Shapira, D., Yang, J., & Zhang, L. (2025). Influencer marketing unlocked: Understanding the value chains driving the creator economy. Journal of the Academy of Marketing Science, 53(1), 4–28. https://doi.org/10.1007/s11747-024-01073-2

Lou, C., & Yuan, S. (2019). Influencer Marketing: How Message Value and Credibility Affect Consumer Trust of Branded Content on Social Media. Journal of Interactive Advertising, 19(1), 58–73. https://doi.org/10.1080/15252019.2018.1533501

Ooi, K. B., Lee, V. H., Hew, J. J., Leong, L. Y., Tan, G. W. H., & Lim, A. F. (2023). Social media influencers: An effective marketing approach? Journal of Business Research, 160(September 2021), 113773. https://doi.org/10.1016/j.jbusres.2023.113773

Pradhan, B., Kishore, K., & Gokhale, N. (2023). Social media influencers and consumer engagement: A review and future research agenda. International Journal of Consumer Studies, 47(6), 2106–2130. https://doi.org/10.1111/ijcs.12901

van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3

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

Published

2026-07-27

How to Cite

Hidayati, N. N., & Purnomo, J. H. (2026). Unveiling The Intellectual Structure And Research Frontiers of Influencer Marketing: A Bibliometric And Science Mapping Analysis Using Vosviewer. DISCOURSE: Indonesian Journal of Social Studies and Education, 3(3). https://doi.org/10.69875/djosse.v3i3.562

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Articles