Social consensus and tipping points with opinion inertia

被引:14
作者
Doyle, C. [1 ,2 ]
Sreenivasan, S. [1 ,2 ,3 ]
Szymanski, B. K. [2 ,3 ]
Korniss, G. [1 ,2 ]
机构
[1] Rensselaer Polytech Inst, Dept Phys Appl Phys & Astron, Troy, NY 12180 USA
[2] Rensselaer Polytech Inst, Network Sci & Technol Ctr, Troy, NY 12180 USA
[3] Rensselaer Polytech Inst, Dept Comp Sci, Troy, NY 12180 USA
基金
美国国家科学基金会;
关键词
Opinion dynamics; Social networks; Influencing; Tipping points; Opinion inertia; VOTER MODEL; NETWORKS; KINETICS; MINORITIES; DYNAMICS;
D O I
10.1016/j.physa.2015.09.081
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
When opinions, behaviors or ideas diffuse within a population, some are invariably more sticky than others. The stickier the opinion, behavior or idea, the greater is an individual's inertia to replace it with an alternative. Here we study the effect of stickiness of opinions in a two-opinion model, where individuals change their opinion only after a certain number of consecutive encounters with the alternative opinion. Assuming that one opinion has a fixed stickiness, we investigate how the critical size of the competing opinion required to tip over the entire population varies as a function of the competing opinion's stickiness. We analyze this scenario for the case of a complete-graph topology through simulations, and through a semi-analytical approach which yields an upper bound for the critical minority size. We present analogous simulation results for the case of the Erdos-Renyl random network. Finally, we investigate the coarsening properties of sticky opinion spreading on two-dimensional lattices, and show that the presence of stickiness gives rise to an effective surface tension that causes the coarsening behavior to become curvature-driven. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:316 / 323
页数:8
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