Cores and Peripheries: Spatial Analysis of Housing Choice Voucher Distribution in the San Francisco Bay Area Region, 2000–2010

Abstract This study uses spatial regressions and spatial statistics to examine the changes in the distribution of Housing Choice Voucher (HCV) households within an expanded San Francisco Bay Area region. From 2000 to 2010, the density of HCV households grew disproportionately across the region, and areas of significant increase emerged in both the region’s urban cores and its rural periphery. Furthermore, the destination communities shared a set of common characteristics. In 2010 HCV households were more likely to locate in areas with lower housing prices, lower percentages of educated people, higher rates of poverty, and higher percentages of African American households when compared with the region as a whole. These findings suggest that voucher holders locate where housing is affordable. We conclude that in regions with tight housing markets, supply matters. This study also introduces housing researchers and policy makers to a methodological approach that addresses what is known in geostatistics as a change of support problem.