How do media mention research papers? Structural analysis of blogs and news networks using citation coupling

• The network is highly centralized by Generalist media from English-speaking countries blogs less centralized, shaped thematic groups on specialized hubs model acts as echo chambers amplifying the attention of publications This study aims to explore connections between news and based co-mention research papers. approach attempts generate several graphs that show structural topology media, stressing possible differences when they come publications. 3,810 3,387 outlets cite 100,529 articles were displayed in using citation coupling. Country, language category added each medium. findings characterized scale-free properties. general-interest countries, while depicts a low-density network, well-defined clusters rest prestigious hubs. concludes these structures have important implications for impact scholarly In case news, blog, would be borne specific areas.