A key reason for the existence of cities are the externalities created when people cluster together in close proximity. During Covid, such interactions came with health risks and people found other ways to interact. We document how cities changed during Covid and consider how the persistence of...

When the fraction of minorities in a neighborhood exceeds the tipping point white flight accelerates. I develop a revealed-preference method to estimate the tipping points of 38,000 census tracts and the preferences of households for minority neighbors in the 123 Metropolitan Statistical Areas...

This paper shows the endogeneity of amenities plays a crucial role in determining the welfare distribution of a city's residents. We quantify this mechanism by building a dynamic model of residential choice with heterogeneous households, where consumption amenities are the equilibrium outcome of...

Do more populous neighborhoods grow less quickly than less populous areas? Is local housing price growth associated with initial population density? The Longitudinal Tract Data Base's (LTDB) panel of Census tracts is the standard tool for measuring neighborhood change. The LTDB is based on 2010...

The standard view of housing markets holds that the flexibility of local housing supply-shaped by factors like geography and regulation-strongly affects the response of house prices, house quantities and population to rising housing demand. However, from 2000 to 2020, we find that higher income...

This paper examines how homeownership status shapes attention to inflation and its impact on durable consumption. Using randomized controlled trials on U.S. households (2021-2023), we document systematic heterogeneity in responses to inflation-related information. Homeowners exhibit greater...

We present a dynamic life-cycle model of demand for owner-occupied housing, investment property and liquid assets. Households face transaction costs, downpayment requirements, liquidity constraints, and tax preferences for owner-occupied housing. The model replicates key facts about home...

Recent research finds that the shelter component of CPI inflation responds with a lag to movements in market rents--the rents that tenants pay when they move into a new dwelling. This paper seeks to improve our understanding of this fact. We start by identifying three sources of lags between...

This paper examines the long-term impact of keeping versus losing one's home following a mortgage delinquency in the aftermath of the Great Recession, studying the trajectory of homeownership, consumption, and financial well-being over the subsequent decade. Our research design leverages the...

This paper leverages the universe of U.S. tax data and state lottery wins between 2000 and 2019 to estimate the causal effect of financial resources on three key lifecycle outcomes for young adults. We find large and persistent effects on homeownership, with a response function that exhibits...