TY - JOUR
T1 - The Influence of Interdependence in Networked Publics Spheres
T2 - How Community-Level Interactions Affect the Evolution of Topics in Online Discourse
AU - Yang, Aimei
AU - Choi, Ian Myoungsu
AU - Abeliuk, Andres
AU - Saffer, Adam
N1 - Publisher Copyright:
© 2021 Wiley Blackwell. All rights reserved.
PY - 2021/5/1
Y1 - 2021/5/1
N2 - Political discussions online, especially those in the United States, seem to range between harmonious discussions of likeminded people and heated debates that end with few, if any, who have changed their minds. Researchers have often examined these balkanized/polarized situations by studying online communities as isolated echo chambers of opinion. Our study focuses on the interactions between online communities who have different worldviews. We examine communities engaged in the global refugee crisis. We consider how the inter-community interactions influence the agenda of the respective communities. Our longitudinal analysis on the one hand confirms previous studies, namely that intra-community interactions indeed resemble echo chambers. On the other hand, we also find that there is interdependence in the inter-community discussion topics, albeit some communities had greater influence on other communities’ discussion topics. For example, larger, more stable communities command more influence.
AB - Political discussions online, especially those in the United States, seem to range between harmonious discussions of likeminded people and heated debates that end with few, if any, who have changed their minds. Researchers have often examined these balkanized/polarized situations by studying online communities as isolated echo chambers of opinion. Our study focuses on the interactions between online communities who have different worldviews. We examine communities engaged in the global refugee crisis. We consider how the inter-community interactions influence the agenda of the respective communities. Our longitudinal analysis on the one hand confirms previous studies, namely that intra-community interactions indeed resemble echo chambers. On the other hand, we also find that there is interdependence in the inter-community discussion topics, albeit some communities had greater influence on other communities’ discussion topics. For example, larger, more stable communities command more influence.
KW - Community-Level Interaction
KW - Cyberbalkanization
KW - Dynamic Topic Modeling
KW - Network Analysis
KW - Networked Public Spheres
KW - Twitter Discourse
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U2 - 10.1093/jcmc/zmab002
DO - 10.1093/jcmc/zmab002
M3 - Article
AN - SCOPUS:85137613111
SN - 1083-6101
VL - 26
SP - 148
EP - 166
JO - Journal of Computer-Mediated Communication
JF - Journal of Computer-Mediated Communication
IS - 3
ER -