Infrequent social interaction can accelerate the spread of a persuasive idea
arXiv:1609.09418 · doi:10.1103/PhysRevE.94.062319
Abstract
We study the spread of a persuasive new idea through a population of continuous-time random walkers in one dimension. The idea spreads via social gatherings involving groups of nearby walkers who act according to a biased "majority rule": After each gathering, the group takes on the new idea if more than a critical fraction of them already hold it; otherwise they all reject it. The boundary of a domain where the new idea has taken hold expands as a traveling wave in the density of new idea holders. Our walkers move by Lévy motion, and we compute the wave velocity analytically as a function of the frequency of social gatherings and the exponent of the jump distribution. When this distribution is sufficiently heavy tailed, then, counter to intuition, the idea can propagate faster if social gatherings are held less frequently. When jumps are truncated, a critical gathering frequency can emerge which maximizes propagation velocity. We explore our model by simulation, confirming our analytical results.
References in corpus (17)
- Statistical physics of social dynamics
- The scaling laws of human travel
- Small But Slow World: How Network Topology and Burstiness Slow Down Spreading
- Minority Opinion Spreading in Random Geometry
- Dynamics of Majority Rule
- Information diffusion epidemics in social networks
- Competition-induced criticality in a model of meme popularity
- Branching Dynamics of Viral Information Spreading
- Majority Rule Dynamics in Finite Dimensions
- The effects of network structure, competition and memory time on social spreading phenomena
- Burstiness and spreading on temporal networks
- Neighborhood models of minority opinion spreading
- Competing Species Dynamics: Qualitative Advantage versus Geography
- Analytically Solvable Model of Spreading Dynamics with Non-Poissonian Processes
- How does degree heterogeneity affect an order-disorder transition?
- Killer Geometries in Competing Species Dynamics
- Percolation and Galam Theory of Minority Opinion Spreading