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A More Timely House Price Index

The Review of Economics and Statistics 2017 99(4), 722-734 open access
Using listings data, we construct a new repeat-sales house price index that describes house values at the contract date when the price is determined rather than the closing date when the property is transferred. We showthat this difference in timing helps explain several puzzles about house prices, including their strong short-term serial correlation and their weak correlation with stock prices and macroeconomic news shocks. In addition, we showthat a variant of our index that relies exclusively on listings data for recent transactions accurately reveals trends in house prices several months before existing price indexes like Case-Shiller become available.

Estimates of the Size and Source of Price Declines Due to Nearby Foreclosures

American Economic Review 2014 104(8), 2527-2551 open access
Using new data on real estate listings, we provide new evidence that foreclosures have a causal effect on nearby house prices and disentangle the effect into two sources: competition and disamenities. We identify the causal effect by showing that sellers respond to new REO listings in the exact week of listing, not a week before and not a week after. We disentangle competition and disamenity effects by examining the spillover effect across various stages of the foreclosure process. We find that competition effects are important in all areas, but only find evidence for disamenity effects in high density, low price neighborhoods. (JEL R31)

Borrowing and Spending in the Money: Debt Substitution and the Cash-Out Refinance Channel of Monetary Policy

American Economic Review 2025 115(11), 3909-3940
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 plausibly exogenous changes in interest rates due to unconventional monetary policy surprises to show that changes in cash-out and other borrowing are roughly offsetting. The elasticity of new household borrowing with respect to mortgage rates is low and varies little with the borrower’s outstanding mortgage rate. Our results suggest that the cash-out refinance channel of unconventional monetary policy is weak and not path dependent. (JEL E43, E52, G21, G51)