Are English “social media influencers” and Chinese “Wanghong” equivalent? A bibliometric analysis using CiteSpace

This study presents a comparative analysis of influencer marketing research in China and the West since 2016. Using bibliometric methods and knowledge mapping techniques, we analyzed 1,808 papers from the Web of Science and 2,174 papers from the China National Knowledge Infrastructure. Keyword co-occurrence, time zone, and co-citation analyses were employed to visualize the research landscape. The findings reveal a shared conceptualization of social media influencers (Western term) and Wanghong (Chinese term) among Chinese and Western scholars, albeit with differing research emphases. Chinese studies tend to focus on the Wanghong economic model, live-streaming technologies, and e-commerce integration. Time-zone analysis indicates theory-driven growth in the West and practice-driven development in China. The co-citation network shows that 87.5% of foundational knowledge originates from Western sources, underscoring the “West-centric” nature of marketing research. This study helps elucidate influencer marketing mechanisms and cultural differences, thereby advancing cross-cultural perspectives in marketing research.

Authors

Institutions

Publication Details

Journal
Journal of Digital Economy
Published
2025-01-01
DOI
https://doi.org/10.1016/j.jdec.2025.07.004
Citations
1
Primary Topic
Digital Marketing and Social Media
Type
article
Field-Weighted Citation Impact
4.20

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Are English “social media influencers” and Chinese “Wanghong” equivalent? A bibliometric analysis using CiteSpace

Kaiyi Hu
1 citations
Journal of Digital Economy
Digital Marketing and Social Media
4.20
article

Are English “social media influencers” and Chinese “Wanghong” equivalent? A bibliometric analysis using CiteSpace

Kaiyi Hu
article en
1 citations

Abstract

This study presents a comparative analysis of influencer marketing research in China and the West since 2016. Using bibliometric methods and knowledge mapping techniques, we analyzed 1,808 papers from the Web of Science and 2,174 papers from the China National Knowledge Infrastructure. Keyword co-occurrence, time zone, and co-citation analyses were employed to visualize the research landscape. The findings reveal a shared conceptualization of social media influencers (Western term) and Wanghong (Chinese term) among Chinese and Western scholars, albeit with differing research emphases. Chinese studies tend to focus on the Wanghong economic model, live-streaming technologies, and e-commerce integration. Time-zone analysis indicates theory-driven growth in the West and practice-driven development in China. The co-citation network shows that 87.5% of foundational knowledge originates from Western sources, underscoring the “West-centric” nature of marketing research. This study helps elucidate influencer marketing mechanisms and cultural differences, thereby advancing cross-cultural perspectives in marketing research.

Journal of Digital EconomyVol. 4
Ritsumeikan University (JP)
JST-Mirai Program
Reduced inequalities
Openalex Percentile: Top 6%
Digital Marketing and Social Media
4.20
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.