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Working Paper
Post-crisis Signals in Securitization: Evidence from Auto ABS
We find significant evidence of asymmetric information and signaling in post-crisis offerings in the auto asset-backed securities (ABS) market. Using granular regulatory reporting data, we are able to directly measure private information and quantify its effect on signaling and pricing. We show that lenders "self-finance'' unobservably higher-quality loans by holding these loans for longer periods to signal private information. This signal is priced in initial offerings of auto ABS and accurately predicts ex-post loan performance. We also demonstrate that our results are robust to exogenous ...
Discussion Paper
Just Released: Subprime Auto Debt Grows Despite Rising Delinquencies
The latest Quarterly Report on Household Debt and Credit from the New York Fed's Center for Microeconomic Data showed a small increase in overall debt in the third quarter of 2016, bolstered by gains in non-housing debt. Mortgage balances continue to grow at a sluggish pace since the recession while auto loan balances are growing steadily. The rise in auto loans has been fueled by high levels of originations across the spectrum of creditworthiness, including subprime loans, which are disproportionately originated by auto finance companies. Disaggregating delinquency rates by credit score ...
Discussion Paper
Just Released: Auto Lending Keeps Pace as Delinquencies Mount in Auto Finance Sector
Total household debt increased by $116 billion to reach $12.96 trillion in the third quarter of 2017, according to the latest Quarterly Report on Household Debt and Credit released today by the New York Fed?s Center for Microeconomic Data. Household debt has been growing since mid-2013, boosted in part by steady growth in auto loan balances, which have grown for twenty-six consecutive quarters thanks to record-high levels of newly originated loans. Although new vehicle sales had begun to slump over the summer after several strong years of growth, September and October saw a rebound in sales, ...
Report
Auto credit and the 2005 bankruptcy reform: the impact of eliminating cramdowns
Auto lenders were perhaps the biggest winners of the 2005 Bankruptcy Reform. Cars depreciate quickly, so borrowers often owe more than their car is worth. Prior to the Reform, these borrowers could reduce the principal on their auto loan to the market value of the car through a ?cramdown? in Chapter 13 bankruptcy. The Reform prohibited cramdowns during the first two and a half years of an auto loan. This paper is the first to estimate the causal effect of this anticramdown provision on the price and quantity of auto credit. The authors use a novel empirical strategy that relies on the fact ...
Working Paper
Auto Sales and Credit Supply
Vehicle purchases fell by more than 20 percent during the 2007-09 recession, and auto loan originations fell by a third. We show that vehicle purchases typically account for an outsized share of the contraction in economic activity during a recession, in part because a concurrent tightening in auto lending conditions makes car purchases less affordable for many households. We explore the link between lending conditions and vehicle purchases with a novel gauge of credit supply conditions--household perceptions of vehicle financing conditions as measured on the Reuters/University of Michigan ...
Working Paper
How Much Are Car Purchases Driven by Home Equity Withdrawal?
Previous research indicates that changes in housing wealth affect consumer spending on cars. We find that home equity extraction plays only a small role in this relationship. Consumers rarely use funds from equity extraction to purchase a car directly, even during the mid-2000s housing boom; this finding holds across three nationally representative household surveys. We find in credit bureau data that equity extraction does lead to a statistically significant increase in auto loan originations, consistent with equity extraction easing borrowing constraints in the auto loan market. This ...
Working Paper
Extended Loan Terms and Auto Loan Default Risk
A salient feature of the $1.2 trillion auto-loan market is the extension of loan maturity terms in recentyears. Using a large, national sample of auto loans from the entire auto market, we find that the default rates on six- and seven-year loans are multiple times that of shorter five-year term loans. Most of the default risk difference is due to borrower risks associated with longer-term loans, as those longer-term auto borrowers are more credit and liquidity constrained. We also find borrowers’ loan-term choice to be endogenous and that the endogeneity bias is substantial in conventional ...
Discussion Paper
Just Released: Auto Loans in High Gear
Total household debt increased modestly, by $32 billion, in the fourth quarter of 2018, according to the latest Quarterly Report on Household Debt and Credit from the New York Fed’s Center for Microeconomic Data. Although household debt balances have been rising since mid-2013, their sluggish growth in the fourth quarter was mainly due to a flattening in the growth of mortgage balances. Auto loans, which have been climbing at a steady clip since 2011, increased by $9 billion, boosted by historically strong levels of newly originated loans. In fact, 2018 marked the highest level in the ...
Discussion Paper
Just Released: Who Is Driving the Auto Lending Recovery?
This morning, the New York Fed released its Quarterly Report on Household Debt and Credit for the second quarter of 2013. It shows a $78 billion decline in overall household debt from the previous period. Delinquency rates improved considerably, with the overall ninety-plus day delinquency rate falling to 5.7 percent, the lowest it has been since mid-2008. The Quarterly Report is based on data from the New York Fed?s Consumer Credit Panel, a nationally representative sample drawn from anonymized Equifax credit data.
Journal Article
Auto Loan Delinquency Rates Are Rising, but Mostly among Subprime Borrowers
Steady increases in U.S. auto debt over the past seven years have raised concerns over credit quality and delinquency in consumers? repayment. We investigate these concerns and find that the credit quality of auto debt has actually improved throughout the current expansion. Delinquency rates have been rising mostly among subprime borrowers, who represent about a quarter of total outstanding auto debt. However, the potential risks to the financial sector are currently unknown and warrant close monitoring.