UCLA Institute of Transportation Studies

This study examines the spatial distribution of tenant-based Housing Choice Voucher (Section 8) units to understand whether geographic patterns and trends are consistent with climate change and equity goals. The analysis compares the location of HCV units in 2012 and net changes from 2012 to 2019 with a number of transportation, environmental, and racial and economic equity metrics. While the change in units from 2012 to 2019 shows promising trends for reducing vehicle miles traveled and increasing walkability and transit accessibility, there is a cost: higher exposure to pollution and a higher rate of vehicle collisions. HCV units are further concentrated in disproportionately low income neighborhoods and neighborhoods of color, with worsened access to economic opportunity. The findings reveal an inherent structural dilemma in whether the HCV program is able to simultaneously achieve climate and equity goals.