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Discussion Paper
The Branch Puzzle : Why Are there Still Bank Branches?
We provide evidence that the persistence of the large number of local bank branches across the country may be due to the fact that both depositors and small businesses continue to value local bank branches.
Discussion Paper
On the Benefits of Universal Banks: Concurrent Lending and Corporate Bond Underwriting
In this note, we explore whether "universal banks" provide value to firms through their ability to provide both lending and underwriting services.
Working Paper
The Propagation of Demand Shocks Through Housing Markets
Housing demand stimulus produces a multiplier effect by freeing up owners attempting to sell their current home, allowing them to re-enter the market as buyers and triggering a chain of further transactions. Exploiting a shock to first-time home buyer demand caused by the 2015 surprise cut in Federal Housing Administration mortgage insurance premiums, we find that homeowners buy their next home sooner when the probability of their current home selling increases. This effect is especially pronounced in cold housing markets, in which homes take a long time to sell. We build and calibrate a ...
Working Paper
Borrowing and Spending in the Money: Debt Substitution and the Cash-out Refinance Channel of Monetary Policy
We show that the strong negative effect of higher mortgage rates on cash-out refinancing reflects substitution into other borrowing products, not large changes in total new household borrowing. We exploit an exogenous increase in long-term rates to show that, in the cross-section of outstanding mortgage rates, changes in cash-out and alternative borrowing are offsetting. Additionally, we instrument using monetary policy surprises to show that, over the period from 2006-2021, changes in cash-out refinancing are offset by alternative borrowing. Our results suggest that debt substitution ...
Working Paper
Measuring Mortgage Credit Availability : A Frontier Estimation Approach
We construct a new measure of mortgage credit availability that describes the maximum amount obtainable by a borrower of given characteristics. We estimate this "loan frontier" using mortgage originations data from 2001 to 2014 and show that it reflects a binding borrowing constraint. Our estimates reveal that the expansion of mortgage credit during the housing boom was substantial for all borrowers, not only for low-score or low-income borrowers. The contraction was most pronounced for low-score borrowers. Using variation in the frontier across metropolitan areas over time, we show that ...
Working Paper
Using Data on Seller Behavior to Forecast Short-run House Price Changes
We construct a new "list-price index" that accurately reveals trends in house prices several months before existing sales price indices like Case-Shiller. Our index is based on the repeat-sales approach but for recent months uses listings data, which are available essentially in real time, instead of transactions data, which become available with signiffcant lags. Our index methodology is motivated by a simple model of the home-selling problem that shows how listings variables such as the list price and marketing time help predict the final sales price. In a sample of three large MSAs over ...
Working Paper
Can More Housing Supply Solve the Affordability Crisis? Evidence from a Neighborhood Choice Model
We estimate a neighborhood choice model using 2014 American Community Survey data to investigate the degree to which new housing supply can improve housing affordability. In the model, equilibrium rental rates are determined so that the number of households choosing each neighborhood is equal to the number of housing units in each neighborhood. We use the estimated model to simulate how rental rates would respond to an exogenous increase in the number of housing units in a neighborhood. We find that the rent elasticity is low, and thus marginal reductions in supply constraints alone are ...
Discussion Paper
House Price Growth and Inflation During COVID-19
House prices have risen rapidly during the pandemic, creating $9 trillion in owner occupied housing wealth between the first quarter of 2020 and the first quarter of 2022. Both housing and non-housing inflation also moved up over this time period to its highest level in many decades.