This paper develops a measure of segregation based on two premises: (1) a measure of segregation should disaggregate to the level of individuals, and (2) an individual is more segregated the more segregated are the agents with whom she interacts. Developing three desirable axioms that any segregation measure should satisfy, we prove that one and only one segregation index satisfies our three axioms, and the two aims mentioned above; which we coin the Spectral Segregation Index. We apply the index to two well-studied social phenomena: residential and school segregation. We calculate the extent of residential segregation across major US cities using data from the 2000 US Census. The correlation between the Spectral index and the commonly-used dissimilarity index is .42. Using detailed data on friendship networks, available in the National Longitudinal Study of Adolescent Health, we calculate the prevalence of within-school racial segregation. The results suggests that the percent of minority students within a school, commonly used as a substitute for a measure of in-school segregation, is a poor proxy for social interactions.
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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number
11258.
Length: Date of creation: Apr 2005 Date of revision: Handle: RePEc:nbr:nberwo:11258
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Find related papers by JEL classification: Z13 - Other Special Topics - - Cultural Economics - - - Social Norms and Social Capital; Social Networks Economic Anthropology C0 - Mathematical and Quantitative Methods - - General
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Giorgio Fagiolo & Marco Valente & Nicolaas J. Vriend, 2005.
"Segregation in Networks,"
LEM Papers Series
2005/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
[Downloadable!]
Other versions:
Giorgio Fagiolo & Marco Valente & Nicolaas J. Vriend, 2005.
"Segregation in Networks,"
Working Papers of BETA
2005-14, Bureau d'Economie Théorique et Appliquée, ULP, Strasbourg.
[Downloadable!]
Giorgio Fagiolo & Marco Valente & Nicolaas J. Vriend, 2005.
"Segregation in Networks,"
Working Papers
549, Queen Mary, University of London, Department of Economics.
[Downloadable!]