Yini Zhang
yinizhang.bsky.social
Yini Zhang
@yinizhang.bsky.social
assistant professor, university at buffalo, social media & computational social science
This paper is in collaboration with @jiyoun-suk.bsky.social, @dongdongyang, @zhiyingyue, @wangrui.bsky.social, @xinxiadong, @zijianan,
@kennyjoseph.bsky.social. Check out the full paper here: journalqd.org/article/view.... We’d love to hear your feedback!
Center-Left and Right-Wing News, YouTube, and Twitter as Key Connectors in the Social Media System: A Cross-Media and Cross-Platform Analysis of Hyperlinks | Journal of Quantitative Descript...
journalqd.org
April 28, 2025 at 7:26 PM
Thus, if we want to tackle today’s information challenges, we must study how news media and social media together drive information flows across the broader social media system.
April 28, 2025 at 7:26 PM
While most cross-platform research focuses on differences between platforms, we highlight something critical: news media serves as the connective tissue across social media platforms.
April 28, 2025 at 7:26 PM
Our key takeaway: users’ linking practices shape how information flows across platforms; news outlets and social media sites act as key information pathways in the system.
April 28, 2025 at 7:26 PM
After news sites, social media platforms were the next most linked. YouTube stood out across different types of platforms, followed by Twitter, which was especially prominent on forums.
April 28, 2025 at 7:26 PM
So, what did we find? News media sites dominated the link-sharing landscape (68.5% of all links for immigration and 48.4% for sexual violence), especially center-left (e.g., nytimes.com, cnn.com) and right-wing (e.g., breitbart.com, foxnews.com) outlets.
April 28, 2025 at 7:26 PM
Using two massive datasets on #MeToo and immigration, we analyzed linking patterns in 60+ million posts across 186 social network sites and forums.
April 28, 2025 at 7:26 PM
Specifically, we focus on hyperlinks—traces of cross-platform and cross-media sharing that not only enable information diffusion but also reveal key connectors across the social media system.
April 28, 2025 at 7:26 PM