Diffusion and contagion in networks with heterogeneous agents and homophily
(2012)
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- Authors
- Abstract
- We study how a behavior (an idea, buying a product, having a disease, adopting a cultural fad or a technology) spreads among agents in an 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, etc.) which, together with biased interaction patterns, induce heterogeneous rates of adoption. We identify the conditions under which a behavior diffuses and becomes persistent in the population. These conditions relate to the level of homophily in a society, the underlying proclivities of various types for adoption or infection, as well as how each type interacts with its own type. In particular, we show that homophily can facilitate diffusion from a small initial seed of adopters.
- Affiliations
Stanford University Sante Fe Institute Universidad Pablo de Olavide Department of Economics
Citations
Jackson, M. O., & Lopez-Pintado, D. (2012). Diffusion and contagion in networks with heterogeneous agents and homophily (CORE Discussion Paper 2012/12). https://hdl.handle.net/2078.5/208586