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Working Paper
Has COVID Reversed Gentrification in Major U.S. Cities? An Empirical Examination of Residential Mobility in Gentrifying Neighborhoods During the COVID-19 Crisis
This paper examines whether neighborhoods that had been gentrifying lost their appeal during the pandemic because of COVID-induced health risks and increased work-from-home arrangements. By following the mobility pattern of residents in gentrifying neighborhoods in 39 major U.S. cities, we note a larger increase of 1.2 percentage points in the outmigration rate from gentrifying neighborhoods by the end of 2021, relative to nongentrifying ones, with out-of-city moves accounting for over 71 percent of the increased flight. The share of out-of-city moves into gentrifying neighborhoods also ...
Working Paper
Locked In: Mobility, Market Tightness, and House Prices
Rising interest rates in 2022 significantly increased moving costs for homeowners with low fixed-rate mortgages, leading to a sharp drop in mobility. After accounting for biases from selective refinancing, we find mortgage rate "lock in"– the decline in moves due to the rising gap between market rates and homeowners' fixed rates– explains 44 percent of the drop in mortgage borrower mobility from 2021 to 2022. This effect primarily reflects fewer local moves, with only modest impacts on moves across labor market areas. Consistent with a housing search model, we show that under certain ...
Working Paper
Locked In: Rate Hikes, Housing Markets, and Mobility
Rising interest rates in 2022 introduced large moving costs for homeowners with low, fixed-rate mortgages. Using a novel dataset linking mortgage loans, consumer credit profiles, and property sales, we examine the effects of rate hikes on household mobility and the broader economic impacts of the resulting mortgage rate lock-in. As market rates rise relative to those on borrowers’ existing loans, likelihood of moving falls with the highest elasticity among borrowers just “in the money.” Our results suggest about 44% of the decline in moves among mortgage holders between 2021 and 2022 ...
Working Paper
The Lasting Impact of Historical Residential Security Maps on Experienced Segregation
We study the impact of the 1930s HOLC residential security maps on experienced segregation based on cell phone records which track visits out of and into home neighborhoods. We compare adjacent neighborhoods, one of which was assigned a lower grade for creditworthiness than the other. We use a sample of neighborhood borders which, based on estimated propensity scores, are likely to have been drawn for idiosyncratic reasons. Neighborhoods on the lower graded side of the border are associated with more visits to other historically lower graded destination neighborhoods. Today, these destination ...
Working Paper
Racial Disparities in Frontline Workers and Housing Crowding during COVID-19: Evidence from Geolocation Data
We document that racial disparities in COVID-19 in New York City stem from patterns of commuting and housing crowding. During the initial wave of the pandemic, we find that out-of-home activity related to commuting is strongly associated with COVID-19 cases at the ZIP Code level and hospitalization at an individual level. After layoffs of essential workers decreased commuting, we find case growth continued through household crowding. A larger share of individuals in crowded housing or commuting to essential work are Black, Hispanic, and lower-income. As a result, structural inequalities, ...
Working Paper
The Economics of Internal Migration: Advances and Policy Questions
We review developments in research on within-country migration, focusing on internal migration in the U.S. We begin by describing approaches to modelling individuals' migration decisions and equilibrium outcomes across local areas. Next, we summarize evidence regarding the impact of migration on individuals' outcomes, implications of migration for local labor market adjustment, and interactions between migration and housing markets. Finally, we discuss evidence on the efficacy of policies aimed at encouraging migration and conclude by highlighting important unanswered questions that are ...
Working Paper
Has Intergenerational Progress Stalled? Income Growth Over Five Generations of Americans
We find that each of the past four generations of Americans was better off than the previous one, using a post-tax, post-transfer income measure constructed annually from 1963-2022 based on the Current Population Survey Annual Social and Economic Supplement. At age 36–40, Millennials had a real median household income that was 18 percent higher than that of the previous generation at the same age. This rate of intergenerational progress was slower than that experienced by the Silent Generation (34 percent) and Baby Boomers (27 percent), but similar to that experienced by Generation X (16 ...