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Neighborhood change and transit ridership: Evidence from Los Angeles and Orange Counties

2024/11/19 by Michael Manville, Hannah King, Juan Matute +1 · 2 voices · 2 citations
Chemistry · Engineering · Social Sciences · #Chemistry #Engineering #Geography #Orange (colour) #Public transport #Transit (satellite) #Transport engineering #Transportation Planning and Optimization #Transportation and Mobility Innovations #Urban Transport and Accessibility

paper · doi:10.1016/j.jtrangeo.2024.104048

published in Journal of Transport Geography 121, 104048 (Elsevier BV)

openalex publication_date 2024/11/19 · openalex created_date 2025/10/10 · openalex updated_date 2026/04/21

Abstract

Using data from Southern California, we examine the idea that rising housing prices in transit-rich neighborhoods contributed to pre-COVID declines in transit use. We merge ridership data from the Los Angeles region’s two largest transit providers with tract-level Census data on housing costs and other socioeconomic attributes. We show descriptively that a small share of Census tracts account for a disproportionate share of both total transit ridership and total ridership losses, and that along multiple dimensions these neighborhoods changed in ways consistent with gentrification. We then estimate regressions showing a statistically and economically significant association between rising rent and less tract-level ridership between two periods, 2008 to 2012 and 2013 to 2017. Specifically, a one-standard deviation increase in median rent is associated with 22 percent fewer neighborhood transit boardings.

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