Counterfactual Dissimilarity: Can Changes in Demographics and Income Explain Increased Racial Integration in U.S. Cities?

March 2021

Paul E. Carrillo (George Washington University)
Jonathan L. Rothbaum (U.S. Census Bureau)

IIEP working paper 2021-10

Abstract: Urban areas in the U.S. have experienced important changes in racial/ethnic distributions over the last two decades. In the average urban area today black-white racial integration has increased by 10.6 percent between 1990 and 2010. Changes in racial and ethnic distributions and gentrification are often associated with changes in residents’ demographic characteristics, such as income, education and age. This paper applies a non-parametric spatial decomposition technique using complete (restricted-use) microdata files from the 1990 Decennial Long Form Census and 2008-2012 American Community Surveys to assess what portion of the changes in racial distributions can be attributed to changes in individual characteristics. We find that that, on average, a little over a third of the observed increase in integration can be accounted for by changes in observed individual characteristics.

JEL Codes: C14, R23, R30

Key Words: Counterfactual Distribution, Decomposition, Spatial Econometrics