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.
Authors
- Zijian An
- Yini Zhang (ORCID: https://orcid.org/0000-0002-2957-1590)
- Jiyoun Suk (ORCID: https://orcid.org/0000-0003-4690-2395)
- Kenneth Joseph (ORCID: https://orcid.org/0000-0003-2233-3976)
- Xinxia Dong (ORCID: https://orcid.org/0000-0001-9748-9938)
- Dongdong Yang (ORCID: https://orcid.org/0000-0002-2631-7116)
- Zhiying Yue (ORCID: https://orcid.org/0000-0003-1921-1409)
- Rui Wang (ORCID: https://orcid.org/0000-0002-4792-1945)
Institutions
- Shanghai University (CN)
- Boston Children's Hospital (US)
- Harvard University (US)
- Montclair State University (US)
- University at Buffalo, State University of New York (US)
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