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Working Paper
Owner-Occupancy Fraud and Mortgage Performance
We use a matched credit bureau and mortgage dataset to identify occupancy fraud in residential mortgage originations, that is, borrowers who misrepresented their occupancy status as owner-occupants rather than residential real estate investors. In contrast to previous studies, our dataset allows us to show that – during the housing bubble – such fraud was broad based, appearing in the government-sponsored enterprise market and in loans held on bank portfolios as well, and increases the effective share of investors by 50 percent. We show that a key benefit of investor fraud was obtaining a ...
Working Paper
The Persistence of Financial Distress
Using recently available proprietary panel data, we show that while many (35%) US consumers experience financial distress at some point in the life cycle, most of the events of financial distress are primarily concentrated in a much smaller proportion of consumers in persistent trouble. Roughly 10% of consumers are distressed for more than a quarter of the life cycle, and less than 10% of borrowers account for half of all distress events. These facts can be largely accounted for in a straightforward extension of a workhorse model of defaultable debt that accommodates a simple form of ...
Discussion Paper
Consumer Credit Card Payment Deferrals During the COVID-19 Pandemic
In response to the economic hardships stemming from COVID-19, many U.S. card-issuing banks offered measures to assist their customers who were financially affected by the pandemic. Unlike previous disaster assistance programs that were typically short in duration and localized, the COVID-19 pandemic affected millions of consumers across the country for a protracted period of time and required application of broad-based relief measures. These measures, along with federal and state stimulus and benefit payments, provided some stability to many consumers’ financial circumstances during ...
Working Paper
Financial Consequences of Identity Theft
We examine how a negative shock from identity theft affects consumer credit market behavior. We show that the immediate effects of fraud on credit files are typically negative, small, and transitory. After those immediate effects fade, identity theft victims experience persistent increases in credit scores and declines in reported delinquencies, with a significant proportion of affected consumers transitioning from subprime-to-prime credit scores. Those consumers take advantage of their improved creditworthiness to obtain additional credit, including auto loans and mortgages. Despite having ...
Working Paper
Owner-Occupancy Fraud and Mortgage Performance
We identify occupancy fraud — borrowers who misrepresent their occupancy status as owner-occupants rather than investors — in residential mortgage originations. Unlike previous work, we show that fraud was prevalent in originations not just during the housing bubble, but also persists through more recent times. We also demonstrate that fraud is broad-based and appears in government-sponsored enterprise and bank portfolio loans, not just in private securitization; these fraudulent borrowers make up one-third of the effective investor population. Occupancy fraud allows riskier borrowers to ...
Newsletter
Consumer Credit Trends by Income and Geography in 2001–12
As economists have tried to understand the causes of the Great Recession and its consequences for households and firms, a consensus has emerged: The severity of the recession was amplified by the rapid buildup in consumer credit leading up to it and the subsequent credit retrenchment. However, the credit cycle played out unevenly among individuals of different financial means and across different parts of the U.S. Thus, one potential key to understanding the Great Recession is documenting how credit trends varied across the distribution of income and across geography, as well as across the ...
Working Paper
The Effects of Competition in Consumer Credit Markets
Using changes in financial regulation that create exogenous entry in some consumer credit markets, we find that increased competition induces banks to become more specialized and efficient, while deposit rates increase and borrowing costs for riskier collateral decline. However, shadow banks change their credit policy when faced with more competition and aggressively expand credit to riskier borrowers at the extensive margin, resulting in higher default rates. These results show how the form of intermediation can shape economic fluctuations. They also suggest that increased competition can ...
Working Paper
The Rise and Fall of Consumption in the 2000s
U.S. consumption has gone through steep ups and downs since the turn of the millennium, but the causes of these fluctuations are still imperfectly identified. We quantify the relative impact on consumption growth of income, unemployment, house prices, credit scores, debt, expectations, foreclosures, inequality, and refinancings for four subperiods: the ?dot-com recession? (2001-2003), the ?subprime boom? (2004-2006), the Great Recession (2007-2009), and the ?tepid recovery? (2010-2012). We document that the explanatory power of different factors varies by subperiods, implying that a ...
Working Paper
Household Credit and Local Economic Uncertainty
This paper investigates the impact of uncertainty on consumer credit outcomes. We develop a local measure of economic uncertainty capturing county-level labor market shocks. We then exploit microeconomic data on mortgages and credit-card balances together with the crosssectional variation provided by our uncertainty measure to show strong borrower-specific heterogeneity in response to changes in uncertainty. Among high risk borrowers or areas with more high risk borrowers, increased uncertainty is associated with housing market illiquidity and a reduction in leverage. For low risk borrowers, ...
Working Paper
Is the grass really greener? Migrants' improvements in local labor market conditions and financial health
This paper documents several facts about internal migrants in the US that underlie substantial areas of economic research and policy making, but are rarely directly published. Using a large-sample, 23-year panel, the Federal Reserve Bank of New York/Equifax Consumer Credit Panel, I estimate the distribution of changes in local labor market conditions experienced by people who move to a different labor market. Net migration favors local labor markets with lower unemployment and faster job growth, but gross flows toward weaker labor markets are almost as large as the flows toward stronger labor ...