Network centrality and social movement media coverage: A two-mode network analytic approach

• Published in: Social networks 2013-05, Vol.35 (2), p.148-158
• Main Authors: Malinick, Todd E., Tindall, D.B., Diani, Mario
• Format: Article
• Language: English
• Subjects: Activism; British Columbia; Centrality; Communication; Conservation; Environment; Environmental activism; Environmentalism; Framing; Leadership; Media; Media coverage; Methodology; Networks; News Coverage; Social Movements; Social Networks; Two-mode
• ISSN: 0378-8733; 1879-2111
• DOI: 10.1016/j.socnet.2011.10.005

► We study environmental activists in a communication network. ► We examine the relationship between social network centrality and media coverage. ► Key word frames occurring in print media are used to measure media coverage. ► We find that network centrality is associated with media coverage. ► This finding persists when gender, leadership, and radicalism are controlled. This article examines the relationship between structural location (namely, degree centrality) and news media coverage. Our central hypothesis is that the network centrality of social movement actors is positively associated with the prevalence of actors being cited in the print news media. This paper uses two-mode data from a communication network of environmentalists in British Columbia, and examines the relationship between their structural location and the frequency by which they are cited in newsprint media with regard to particular frames (about forest conservation, environmental protest, and related issues). We asked a sample of social movement participants about their ties to a target list of relatively high profile actors (environmental activists). We turned the resulting network matrix into a bipartite graph that examined the relationships amongst the target actors vis a vis the respondents. Next we calculated point in-degree for the target actors. For the target actors we also have data from a representative sample of 957 print news articles about forestry and conservation of old growth forests in British Columbia. We compare the effects of network centrality of the target actor versus several attributes of the target actors (gender, level of radicalism, leadership status) on the amount of media coverage that each of the target actors receives. We find that network centrality is associated with media coverage controlling for actor attributes. We discuss theoretical implications of this research. Finally, we also discuss the methodological pros and cons of using a “target name roster” to construct two-mode data on social movement activists.