ScholarlyCommons (University of Pennsylvania) · 1970 · 486 citations · 28 references
Open access
Social SciencesPolitical ScienceSociologyCollective BehaviorSocial InfluenceSocial MovementsInformation SpreadMobilization ProcessesMovement RecruitmentSocial ContagionSocial Movement TheorySocial Network AnalysisCollective Action DiffusionInformation CascadesMobilization DynamicsMobilization Through Social NetworksNetworked MobilizationOnline Mobilization DiffusionOnline Political MobilizationProtest Recruitment
The recent wave of mobilizations in the Arab world and across Western countries has generated much discussion on how digital media is connected to the diffusion of protests. We examine that connection using data from the surge of mobilizations that took place in Spain in May 2011. We study recruitment patterns in the Twitter network and find evidence of social influence and complex contagion. We identify the network position of early participants (i.e. the leaders of the recruitment process) and of the users who acted as seeds of message cascades (i.e. the spreaders of information). We find that early participants cannot be characterized by a typical topological position but spreaders tend to be more central in the network. These findings shed light on the connection between online networks, social contagion, and collective dynamics, and offer an empirical test to the recruitment mechanisms theorized in formal models of collective action.
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What is Twitter, a social network or a news media?
Haewoon Kwak, Changhyun Lee, Hosung Park et al. · 2010 · 6.7K citations · Full text
Threshold Models of Collective Behavior
Mark Granovetter · American Journal of Sociology · 1978 · 6K citations · Full text
Identification of influential spreaders in complex networks
Maksim Kitsak, Lazaros K. Gallos, Shlomo Havlin et al. · Nature Physics · 2010 · 3.2K citations · Full text
The Spread of Behavior in an Online Social Network Experiment
Damon Centola · Science · 2010 · 2.7K citations