21 Pages Posted: 29 Oct 2011 Last revised: 13 Nov 2012
Date Written: November 1, 2011
We study the diffusion of an idea, a product, a disease, a cultural fad, or a technology among agents in a social network that exhibits segregation or homophily (the tendency of agents to associate with others similar to themselves). Individuals are distinguished by their types - e.g., race, gender, age, wealth, religion, profession - which, together with biased interaction patterns, induce heterogeneous rates of adoption or infection. We identify the conditions under which a behavior or disease diffuses and becomes persistent in the population. These conditions relate to the level of homophily in a society and the underlying proclivities of various types for adoption or infection. In particular, we show that homophily can facilitate diffusion from a small initial seed of adopters.
Keywords: Diffusion, Contagion, Homophily, Segregation, Social Networks
JEL Classification: D85, D83 C70, C73, L15, C45
Suggested Citation: Suggested Citation
Jackson, Matthew O. and Lopez-Pintado, Dunia, Diffusion and Contagion in Networks with Heterogeneous Agents and Homophily (November 1, 2011). Available at SSRN: https://ssrn.com/abstract=1950476 or http://dx.doi.org/10.2139/ssrn.1950476