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Working Paper
Redefault Risk in the Aftermath of the Mortgage Crisis: Why Did Modifications Improve More Than Self-Cures?
This paper examines changes in the redefault rate of mortgages that were selected for modification during 2008?2011, compared with that of similarly situated self-cured mortgages. We find a large decline in the redefault rate of both modified and self-cured mortgages over this period, but the improvement was greatest for modifications. Our analysis has identified several important factors contributing to the greater improvement for modified loans, including an increasing share of principal-reduction modifications, which appear to be more effective than other types of modification and ...
Report
Determinants of mortgage default and consumer credit use: the effects of foreclosure laws and foreclosure delays
The mortgage default decision is part of a complex household credit management problem. We examine how factors affecting mortgage default spill over to other credit markets. As home equity turns negative, homeowners default on mortgages and HELOCs at higher rates, whereas they prioritize repaying credit cards and auto loans. Larger unused credit card limits intensify the preservation of credit cards over housing debt. Although mortgage non-recourse statutes increase default on all types of housing debt, they reduce credit card defaults. Foreclosure delays increase default rates for both ...
Working Paper
Foreclosure Externalities and Vacant Property Registration Ordinances
This paper tests the effectiveness of vacant property registration ordinances (VPROs) in reducing negative externalities from foreclosures. VPROs were widely adopted by local governments across the United States during the foreclosure crisis and facilitated the monitoring and enforcement of existing property maintenance laws. We implement a border discontinuity design combined with a triple-difference specification to overcome policy endogeneity concerns, and we find that the enactment of VPROs in Florida more than halved the negative externality from foreclosure. This finding is robust to a ...
Working Paper
High-Skilled Services and Development in China
We document that the employment share of high-skill-intensive services is much lower in China than in countries with similar gross domestic product (GDP) per capita. We build a model of structural change with goods and low- and high-skill-intensive services to account for this observation. We find that large distortions limit the size of high-skill-intensive services in China. If they were removed, both high-skill-intensive services and GDP per capita would increase considerably. We document a strong presence of state-owned enterprises in high-skill-intensive services and argue that this ...
Working Paper
The Effect of Large Investors on Asset Quality: Evidence from Subprime Mortgage Securities
The government-sponsored enterprises (GSEs) Fannie Mae and Freddie Mac?the dominant investors in subprime mortgage-backed securities before the 2008 crisis?substantively affected collateral composition in this market. Mortgages included in securities designed for the GSEs performed better than those backing other securities in the same deals, holding observable risk constant. Consistent with the transmission of private information, these effects are concentrated in low-documentation loans and for issuers that were highly dependent on the GSEs and were corporate affiliates of the mortgage ...
Working Paper
Appraising Home Purchase Appraisals
Home appraisals are produced for millions of residential mortgage transactions each year, but appraised values are rarely below the purchase contract price: Some 30% of appraisals in our sample are exactly at the home price (with less than 10% of them below it). We lay out a basic theoretical framework to explain how appraisers? incentives within the institutional framework that governs mortgage lending lead to information loss in appraisals (that is, appraisals set equal to the contract price). Consistent with the theory, we observe a higher frequency of appraisal equal to contract price and ...
Working Paper
Fracking and Mortgage Default
This paper ?nds that increased hydraulic fracturing, or "fracking," along the Marcellus Formation in Pennsylvania had a signi?cant, negative effect on mortgage credit risk. Controlling for potential endogeneity bias by utilizing the underlying geologic properties of the land as instrumental variables for fracking activity, we ?nd that mortgages originated before the 2007 boom in shale gas, were, post-boom, signi?cantly less likely to default in areas with greater drilling activity. The weight of evidence suggests that the greatest bene?t from fracking came from strengthening the labor ...
Working Paper
Redefault Risk in the Aftermath of the Mortgage Crisis: Why Did Modifications Improve More Than Self-Cures?
This paper examines changes in the redefault rate of mortgages that were selected for modification during 2008?2011, compared with that of similarly situated self-cured mortgages during the same period. We find that while the performance of both modified and self-cured loans improved dramatically over this period, the decline in the redefault rate for modified loans was substantially larger, and we attribute this difference to a few key factors. First, the modification terms regarding repayments have become increasingly more generous, including more principal reduction, resulting in greater ...
Working Paper
Individual and Local Effects of Unemployment on Mortgage Defaults
Using survey data from the Panel Study of Income Dynamics, we document descriptively that unemployment has a relatively large effect on individual mortgage default rates: The average default rate for the employed is 2.4%; whereas for the unemployed, it is 8.5%. Once several other characteristics are controlled for, the unemployed have default rates that are 4 percentage points larger than those of the employed; and when endogeneity is additionally accounted for, the unemployment effect on default rates declines to 3 percentage points. Moreover, we find that more granular metrics for ...
Working Paper
The ins and outs of mortgage debt during the housing boom and bust
From 1999 to 2013, U.S. mortgage debt doubled and then contracted sharply. Our understanding of the factors driving this volatility in the stock of debt is hampered by a lack of data on mortgage flows. Using comprehensive, individual-level panel data on consumer liabilities, I estimate detailed mortgage inflows and outflows. During the boom, inflows from real estate investors tripled, far outpacing growth from other segments such as first-time homebuyers. During the bust, although defaults and deleveraging are popular explanations for the debt decline, a collapse in inflows has been the major ...