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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
The Determinants of Subprime Mortgage Performance Following a Loan Modification
We examine the evolution of mortgage modification terms obtained by distressed subprime borrowers during the recent housing crisis, and the effect of the various types of modifications on the subsequent loan performance. Using the CoreLogic LoanPerformance dataset that contains detailed loan level information on mortgages, modification terms, second liens, and home values, we estimate a discrete time proportional hazard model with competing risks to examine the determinants of post-modification mortgage outcomes. We find that principal reductions are particularly effective at improving loan ...
Working Paper
Mortgage Choice: Interactive Effects of House Price Appreciation and Mortgage Pricing Components
Previous research provides rationales for and evidence of a link between house price appreciation and mortgage choice, with higher appreciation associated with higher take-up rates for adjustable-rate mortgages relative to fixed-rate mortgages. Research also finds mortgage interest rates and their underlying components to be important determinants of mortgage financing choices. In this paper we extend the earlier research and show that house price appreciation can have important interactive effects with those other determinants of mortgage financing choices. The analysis focuses on the period ...
Working Paper
Household formation over time: evidence from two cohorts of young adults
This paper analyzes household formation in the United States using data from two cohorts of the national Longitudinal Survey of Youth (NLSY)?the 1979 cohort and the 1997 cohort. The analysis focuses on how various demographic and economic factors impact household formation both within cohorts and over time across cohorts. The results show that there are substantial differences over time in the share of young adults living with their parents. Differences in housing costs and business-cycle conditions can explain up to 70 percent of the difference in household-formation rates across cohorts. ...
Working Paper
Making Sense of Increased Synchronization in Global House Prices
Evidence indicates that house prices have become somewhat more synchronized during this century, likely reflecting more correlated movements in long-term interest rates and macroeconomic cycles that are related to trends in globalization and international portfolio diversification. Nevertheless, the trend toward increased synchronization has not been continuous, reflecting that house prices depend on other fundamentals, which are not uniform across countries or cities. Theory and limited econometric evidence indicate that the more common are fundamentals, the more in-synch house price cycles ...
Working Paper
Do Stay-at-Home Orders Cause People to Stay at Home? Effects of Stay-at-Home Orders on Consumer Behavior (REVISED May 2020)
We link the county-level rollout of stay-at-home orders to anonymized cell phone records and consumer spending data. We document three patterns. First, stay-at-home orders caused people to stay at home: County-level measures of mobility declined 9–13% by the day after the stay-at-home order went into effect. Second, stay-at-home orders caused large reductions in spending in sectors associated with mobility: restaurants and retail stores. However, consumers sharply increased spending on food delivery services after orders went into effect. Third, while the response of residents to ...
Working Paper
Fintech Lending and Mortgage Credit Access
Following the 2008 financial crisis, mortgage credit tightened and banks lost significant mortgage market share to nonbank lenders, including to fintech firms recently. Have fintech firms expanded credit access, or are their customers similar to those of traditional lenders? Unlike in small business and unsecured consumers lending, fintech mortgage lenders do not have the same incentives or flexibility to use alternative data for credit decisions because of stringent mortgage origination requirements. Fintech loans are broadly similar to those made by traditional lenders, despite innovations ...
Working Paper
Recourse and residential mortgages: the case of Nevada
The state of Nevada passed legislation in 2009 that abolished deficiency judgments for purchase mortgage loans made after October 1, 2009, and collateralized by primary single-family homes. In this paper, we study how the law change affected lenders? decisions to grant mortgages and borrowers? decisions to apply for them and subsequently default. Using unique mortgage loan-level application and performance data, we find strong evidence that lenders tightened their lending standards for mortgages affected by the new legislation. In particular, lenders reduced approval rates and loan sizes for ...