TY - JOUR
T1 - The critical periphery in the growth of social protests
AU - Barberá, Pablo
AU - Wang, Ning
AU - Bonneau, Richard
AU - Jost, John T.
AU - Nagler, Jonathan
AU - Tucker, Joshua
AU - González-Bailón, Sandra
N1 - Funding Information:
The authors thank Mr. Mahesh Bharath Keerthivasan and Mr. Scott Squire for technical assistance to implement shaped pulses in our 3T clinical MRI scanner. This work was supported by the Phoenix Friends and the Better than Ever Program of the University of Arizona Cancer Center, and NIH grants 5R01CA169774-02 and 5R01CA167183. ESY was supported through the NIH Institutional National Research Service Award under grant number 2T32CA009213-36A1. The authors gratefully acknowledge financial support from the INSPIRE program of the National Science Foundation (Award # SES-1248077), the New York University Research Investment Fund sponsored by Dean Thomas Carew, the Gordon and Betty Moore Foundation, and the Alfred P. Sloan Foundation. We also thank members of the DiMeNet research group at Annenberg, members of the NYU Social Media and Political Participation (SMaPP) laboratory, and several anonymous reviewers for insightful comments.
Publisher Copyright:
© 2015 Barberá et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2015/11/1
Y1 - 2015/11/1
N2 - Social media have provided instrumental means of communication in many recent political protests. The efficiency of online networks in disseminating timely information has been praised by many commentators; at the same time, users are often derided as "slacktivists" because of the shallow commitment involved in clicking a forwarding button. Here we consider the role of these peripheral online participants, the immense majority of users who surround the small epicenter of protests, representing layers of diminishing online activity around the committed minority. We analyze three datasets tracking protest communication in different languages and political contexts through the social media platform Twitter and employ a network decomposition technique to examine their hierarchical structure. We provide consistent evidence that peripheral participants are critical in increasing the reach of protest messages and generating online content at levels that are comparable to core participants. Although committed minorities may constitute the heart of protest movements, our results suggest that their success in maximizing the number of online citizens exposed to protest messages depends, at least in part, on activating the critical periphery. Peripheral users are less active on a per capita basis, but their power lies in their numbers: their aggregate contribution to the spread of protest messages is comparable in magnitude to that of core participants. An analysis of two other datasets unrelated to mass protests strengthens our interpretation that core-periphery dynamics are characteristically important in the context of collective action events. Theoretical models of diffusion in social networks would benefit from increased attention to the role of peripheral nodes in the propagation of information and behavior.
AB - Social media have provided instrumental means of communication in many recent political protests. The efficiency of online networks in disseminating timely information has been praised by many commentators; at the same time, users are often derided as "slacktivists" because of the shallow commitment involved in clicking a forwarding button. Here we consider the role of these peripheral online participants, the immense majority of users who surround the small epicenter of protests, representing layers of diminishing online activity around the committed minority. We analyze three datasets tracking protest communication in different languages and political contexts through the social media platform Twitter and employ a network decomposition technique to examine their hierarchical structure. We provide consistent evidence that peripheral participants are critical in increasing the reach of protest messages and generating online content at levels that are comparable to core participants. Although committed minorities may constitute the heart of protest movements, our results suggest that their success in maximizing the number of online citizens exposed to protest messages depends, at least in part, on activating the critical periphery. Peripheral users are less active on a per capita basis, but their power lies in their numbers: their aggregate contribution to the spread of protest messages is comparable in magnitude to that of core participants. An analysis of two other datasets unrelated to mass protests strengthens our interpretation that core-periphery dynamics are characteristically important in the context of collective action events. Theoretical models of diffusion in social networks would benefit from increased attention to the role of peripheral nodes in the propagation of information and behavior.
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U2 - 10.1371/journal.pone.0143611
DO - 10.1371/journal.pone.0143611
M3 - Article
C2 - 26618352
AN - SCOPUS:84957556785
SN - 1932-6203
VL - 10
JO - PLoS One
JF - PLoS One
IS - 11
M1 - e0143611
ER -