The power of a good idea: Quantitative modeling of the spread of ideas from epidemiological models

TitleThe power of a good idea: Quantitative modeling of the spread of ideas from epidemiological models
Publication TypeJournal Article
Year of Publication2005
Authorstestval jdsmit31 testval jdsmit31 testval
Secondary AuthorsCintrón-Arias A, Kaiser DI, Castillo-Chávez C
JournalPhysica A
KeywordsEpidemiological models, Rumor models, Scientific idea-diffusion, Transition parameter estimation
Abstract

The population dynamics underlying the diffusion of ideas hold many qualitative similarities to those involved in the

spread of infections. In spite of much suggestive evidence this analogy is hardly ever quantified in useful ways. The

standard benefit of modeling epidemics is the ability to estimate quantitatively population average parameters, such as

interpersonal contact rates, incubation times, duration of infectious periods, etc. In most cases such quantities generalize

naturally to the spread of ideas and provide a simple means of quantifying sociological and behavioral patterns. Here we

apply several paradigmatic models of epidemics to empirical data on the advent and spread of Feynman diagrams through

the theoretical physics communities of the USA, Japan, and the USSR in the period immediately after World War II. This

test case has the advantage of having been studied historically in great detail, which allows validation of our results. We

estimate the effectiveness of adoption of the idea in the three communities and find values for parameters reflecting both

intentional social organization and long lifetimes for the idea. These features are probably general characteristics of the

spread of ideas, but not of common epidemics.

 

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Spread of ideas based on epidemiological models

Case
The population dynamics underlying the diffusion of ideas hold many qualitative similarities to those involved in thespread of infections. In spite of much suggestive evidence this analogy is hardly ever quantified in useful ways. Thestandard benefit of modeling epidemics is the ability to estimate quantitatively population average parameters, such asinterpersonal contact rates, incubation times, duration of infectious periods, etc. In most cases such quantities generalizenaturally to the...
07 Oct 2016

Spread of ideas based on epidemiological models

Model
Models inspired by epidemiology and informed by the sociology of the spread dynamics, are applied to the diffusion of a specific scientific idea. Although the example will clearly not cover everyclass of ideas, it will point to features of epidemic models that apply to idea diffusion. It will alsoreveal features of these models that require modification, thereby producing more realistic candidate models.At the onset of the spread of the idea, most of the population will be in the susceptible...
07 Oct 2016