Center-Left and Right-Wing News, YouTube, and Twitter as Key Connectors in the Social Media System

Extending research on technological affordances and user practices, this article treats social media as a system comprised of differentiated yet interconnected platforms and shaped by users’ information sharing practices. Specifically, hyperlinks — generated through cross-platform and cross-media information sharing — facilitate information diffusion and reveal major connectors in the social media system. Analyzing the linking patterns of 186 platforms with two large-scale datasets on prominent social and political issues in the U.S., we find the leading role of cross-media sharing, with center-left and right-wing news outlets serving as major pathways of system-wide information flow. Also, YouTube and Twitter emerge as hubs in the social media system via cross-platform sharing. Integrating established theoretical perspectives and providing robust quantitative descriptions, this study advances social media research and introduces a system-of-information perspective for addressing social-media-related communication challenges.

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Publication Details

Journal
Journal of Quantitative Description Digital Media
Published
2025-04-24
DOI
https://doi.org/10.51685/jqd.2025.007
Citations
3
Primary Topic
Scientific Research and Philosophical Inquiry
Type
article
Field-Weighted Citation Impact
9.74
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article

Center-Left and Right-Wing News, YouTube, and Twitter as Key Connectors in the Social Media System

Zijian An, Yini Zhang, Jiyoun Suk, Kenneth Joseph et al.
3 citations
Journal of Quantitative Description Digital Media
Scientific Research and Philosophical Inquiry
9.74
article

Center-Left and Right-Wing News, YouTube, and Twitter as Key Connectors in the Social Media System

Zijian An, Yini Zhang, Jiyoun Suk, Kenneth Joseph, Xinxia Dong, Dongdong Yang, Zhiying Yue, Rui Wang
article en
3 citations

Abstract

Extending research on technological affordances and user practices, this article treats social media as a system comprised of differentiated yet interconnected platforms and shaped by users’ information sharing practices. Specifically, hyperlinks — generated through cross-platform and cross-media information sharing — facilitate information diffusion and reveal major connectors in the social media system. Analyzing the linking patterns of 186 platforms with two large-scale datasets on prominent social and political issues in the U.S., we find the leading role of cross-media sharing, with center-left and right-wing news outlets serving as major pathways of system-wide information flow. Also, YouTube and Twitter emerge as hubs in the social media system via cross-platform sharing. Integrating established theoretical perspectives and providing robust quantitative descriptions, this study advances social media research and introduces a system-of-information perspective for addressing social-media-related communication challenges.

Journal of Quantitative Description Digital MediaVol. 5
Shanghai University (CN), Boston Children's Hospital (US), Harvard University (US), Montclair State University (US), University at Buffalo, State University of New York (US)
Openalex Percentile: Top 3%
Scientific Research and Philosophical Inquiry
9.74
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Center-Left and Right-Wing News, YouTube, and Twitter as Key Connectors in the Social Media System — Zijian An, Yini Zhang, et al. · Journal of Quantitative Description Digital Media (2025) | TGRS Research Map | TGRS