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Working Paper
Employment in the Great Recession : How Important Were Household Credit Supply Shocks?
I pool data from all large multimarket lenders in the U.S. to estimate how many of the over seven million jobs lost in the Great Recession can be explained by reductions in the supply of mortgage credit. I construct a mortgage credit supply instrument at the county level, the weighted average (by prerecession mortgage market shares) of liquidity-driven lender shocks during the recession. The reduction in mortgage supply explains about 15 percent of the employment decline. The job losses are concentrated in construction and finance.
Working Paper
Second Home Buyers and the Housing Boom and Bust
Record-high second home buying (homeowners acquiring nonprimary residences) was a central feature of the 2000s boom, but the macroeconomic effects remain an open question partly because reliable geographic data is currently unavailable. This paper constructs local data on second home buying by merging credit bureau data with mortgage servicing records. The identification strategy exploits the fact that the vacation share of housing from the 2000 Census is predictive of second home origination shares during the boom years, while also uncorrelated with other boom-bust drivers including proxies ...
Working Paper
Labor Market Effects of the Oxycodone-Heroin Epidemic
We estimate the causal effects of heroin use on labor market outcomes by proxying for heroin use with prior exposure to oxycodone, the largest of the prescription opioids with a well-documented history of abuse. After a nationwide tightening in the supply of oxycodone in 2010, states with greater prior exposure to oxycodone experienced much larger increases in heroin use and mortality. We find increases in heroin use led to declines in employment and labor force participation rates, particularly for white, young, and less educated groups, consistent with the profile of oxycodone misusers. ...