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What Explains the Post–2011 Trends of Longer Maturities and Rising Default Rates on Auto Loans?

Author

Listed:
  • Paul S. Calem
  • Chellappan Ramasamy
  • Jenna Wang

Abstract

This paper quantifies relationships of long-term auto borrowing and auto-loan default to observable borrower characteristics and economic variables. We also quantify the residual components of the trends in long-term borrowing and delinquency not attributable to identifiable factors. Second, our paper provides new evidence on the relationship between longer-term borrowing and auto-loan default risk. We find that observable factors associated with the choice of a long loan term usually indicate an increased risk of default. We also find that the increasing share of long-term loans and the rising frequency of auto-loan default are mostly attributable by nonspecific, year-of-origination (fixed) effects rather than factors observable from our data or observable to lenders. Moreover, although borrowers opting for long loan terms are more likely to default in most comparisons, the increasing share of borrowers selecting a long loan term between 2011 and 2016 did not materially contribute to the rise in default rates. Overall, our analysis highlights the role of unobserved borrower characteristics in driving the recent trends in long-term borrowing and default.

Suggested Citation

  • Paul S. Calem & Chellappan Ramasamy & Jenna Wang, 2020. "What Explains the Post–2011 Trends of Longer Maturities and Rising Default Rates on Auto Loans?," Consumer Finance Institute discussion papers 20-02, Federal Reserve Bank of Philadelphia.
  • Handle: RePEc:fip:fedpdp:87708
    DOI: 10.21799/frbp.dp.2020.02
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    More about this item

    Keywords

    auto loans; longer maturities; default risk; observable characteristics; longer-term borrowings; origination vintages; household debt; student loans; credit cards; mortgage; HELOC; census tract; unemployment; auto lenders;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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