IDEAS home Printed from https://ideas.repec.org/a/fip/fedhep/y2008iqiiip17-28nv.32no.3.html
   My bibliography  Save this article

Determinants of automobile loan default and prepayment

Author

Listed:
  • Sumit Agarwal
  • Brent W. Ambrose
  • Souphala Chomsisengphet

Abstract

The authors examine whether a borrower?s choice of automobile reveals information about future loan performance. They find that loans on most luxury automobiles have a higher probability of prepayment, while loans on most economy automobiles have a lower probability of default, even when holding traditional risk factors, such as income and credit score, constant.

Suggested Citation

  • Sumit Agarwal & Brent W. Ambrose & Souphala Chomsisengphet, 2008. "Determinants of automobile loan default and prepayment," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 32(Q III), pages 17-28.
    • Handle: RePEc:fip:fedhep:y:2008:i:qiii:p:17-28:n:v.32no.3
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    References listed on IDEAS

    as
    1. Sumit Agarwal & Brent W. Ambrose (ed.), 2007. "Household Credit Usage," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-60891-7, December.
    2. Yongheng Deng & John M. Quigley, 2003. "Woodhead Behavior and the Pricing of Residential Mortgages," Working Paper 8616, USC Lusk Center for Real Estate.
    3. David B. Gross, 2002. "An Empirical Analysis of Personal Bankruptcy and Delinquency," Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 319-347, March.
    4. Carol Corrado & Wendy E. Dunn & Maria Ward Otoo, 2006. "Incentives and prices for motor vehicles: what has been happening in recent years?," Finance and Economics Discussion Series 2006-09, Board of Governors of the Federal Reserve System (U.S.).
    5. Deng, Yongheng, 1997. "Mortgage Termination: An Empirical Hazard Model with a Stochastic Term Structure," The Journal of Real Estate Finance and Economics, Springer, vol. 14(3), pages 309-331, May.
    6. Kau, James B. & Keenan, Donald C. & Muller III, Walter J. & Epperson, James F., 1995. "The Valuation at Origination of Fixed-Rate Mortgages with Default and Prepayment," The Journal of Real Estate Finance and Economics, Springer, vol. 11(1), pages 5-36, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Piotr Bialowolski & Dorota Weziak‐Bialowolska, 2021. "Good credit, bad credit: The differential role of the sources of debt in life satisfaction," Journal of Consumer Affairs, Wiley Blackwell, vol. 55(3), pages 967-994, September.
    2. Walke, Adam G. & Fullerton, Thomas M. & Tokle, Robert J., 2018. "Risk-based loan pricing consequences for credit unions," Journal of Empirical Finance, Elsevier, vol. 47(C), pages 105-119.
    3. Chandrasekhar Valluri & Sudhakar Raju & Vivek H. Patil, 2022. "Customer determinants of used auto loan churn: comparing predictive performance using machine learning techniques," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(3), pages 279-296, September.
    4. Yaseen Ghulam & Sophie Hill, 2017. "Distinguishing between Good and Bad Subprime Auto Loans Borrowers: The Role of Demographic, Region and Loan Characteristics," Review of Economics & Finance, Better Advances Press, Canada, vol. 10, pages 49-62, November.
    5. Dimuthu Ratnadiwakara, 2021. "Collateral Value and Strategic Default: Evidence from Auto Loans," Journal of Financial Services Research, Springer;Western Finance Association, vol. 59(3), pages 209-240, June.
    6. Yannelis, Constantine & Zhang, Anthony Lee, 2023. "Competition and selection in credit markets," Journal of Financial Economics, Elsevier, vol. 150(2).
    7. Jordan van Rijn & Shuwei Zeng & Paul Hellman, 2021. "Financial institution objectives and auto loan pricing: Evidence from the survey of consumer finances," Journal of Consumer Affairs, Wiley Blackwell, vol. 55(3), pages 995-1039, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lim, Terence & Lo, Andrew W. & Merton, Robert C. & Scholes, Myron S., 2006. "The Derivatives Sourcebook," Foundations and Trends(R) in Finance, now publishers, vol. 1(5–6), pages 365-572, April.
    2. Agarwal, Sumit & Ambrose, Brent W. & Chomsisengphet, Souphala & Liu, Chunlin, 2006. "An empirical analysis of home equity loan and line performance," Journal of Financial Intermediation, Elsevier, vol. 15(4), pages 444-469, October.
    3. Jean-David Fermanian, 2013. "A Top-Down Approach for Asset-Backed Securities: A Consistent Way of Managing Prepayment, Default and Interest Rate Risks," The Journal of Real Estate Finance and Economics, Springer, vol. 46(3), pages 480-515, April.
    4. Hawkins, Raymond J., 2011. "Lending sociodynamics and economic instability," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(23), pages 4355-4369.
    5. Khandani, Amir E. & Lo, Andrew W. & Merton, Robert C., 2013. "Systemic risk and the refinancing ratchet effect," Journal of Financial Economics, Elsevier, vol. 108(1), pages 29-45.
    6. Hartarska, Valentina M. & Gonzalez-Vega, Claudio, 2003. "Credit Counseling and Mortgage Termination by Low-Income Households," 2003 Regional Committee NCT-194, October 6-7, 2003; Kansas City, Missouri 132518, Regional Research Committee NC-1014: Agricultural and Rural Finance Markets in Transition.
    7. Lee, Pei-Ting & Rosenfield, Donald B., 2005. "When to refinance a mortgage: A dynamic programming approach," European Journal of Operational Research, Elsevier, vol. 166(1), pages 266-277, October.
    8. Guiso, Luigi & Sodini, Paolo, 2013. "Household Finance: An Emerging Field," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1397-1532, Elsevier.
    9. Che-Chun Lin & Ting-Heng Chu & Larry J. Prather & Perry Wang, 2005. "Mortgage Curtailment and Default," International Real Estate Review, Global Social Science Institute, vol. 8(1), pages 95-109.
    10. Ahmad, F. & Hambly, B.M. & Ledger, S., 2018. "A stochastic partial differential equation model for the pricing of mortgage-backed securities," Stochastic Processes and their Applications, Elsevier, vol. 128(11), pages 3778-3806.
    11. Yongheng Deng & John M. Quigley, 2003. "Woodhead Behavior and the Pricing of Residential Mortgages," Working Paper 8616, USC Lusk Center for Real Estate.
    12. Kristopher Gerardi & Adam Hale Shapiro & Paul S. Willen, 2009. "Decomposing the foreclosure crisis: House price depreciation versus bad underwriting," FRB Atlanta Working Paper 2009-25, Federal Reserve Bank of Atlanta.
    13. Chris Downing & Richard Stanton & Nancy Wallace, 2003. "An empirical test of a two-factor mortgage valuation model: how much do house prices matter?," Finance and Economics Discussion Series 2003-42, Board of Governors of the Federal Reserve System (U.S.).
    14. Enrico De Giorgi, 2002. "An Intensity Based Non-Parametric Default Model for Residential Mortgage Portfolios," Risk and Insurance 0209001, University Library of Munich, Germany, revised 09 Sep 2002.
    15. Downing, Chris & Stanton, Richard & Wallace, Nancy E., 2003. "An Empirical Test of a Two-Factor Mortgage Valuation Model: How Much Do House Prices Matter?," Research Program in Finance, Working Paper Series qt2qb613r5, Research Program in Finance, Institute for Business and Economic Research, UC Berkeley.
    16. Ming Pu & Gang-Zhi Fan & Yongheng Deng, 2014. "Breakeven Determination of Loan Limits for Reverse Mortgages under Information Asymmetry," The Journal of Real Estate Finance and Economics, Springer, vol. 48(3), pages 492-521, April.
    17. DeYoung, Robert & Glennon, Dennis & Nigro, Peter, 2008. "Borrower-lender distance, credit scoring, and loan performance: Evidence from informational-opaque small business borrowers," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 113-143, January.
    18. Zhang, Wei, 2015. "R&D investment and distress risk," Journal of Empirical Finance, Elsevier, vol. 32(C), pages 94-114.
    19. Palmroos, Peter, 2009. "Effects of unobserved defaults on correlation between probability of default and loss given on mortgage loans," Research Discussion Papers 3/2009, Bank of Finland.
    20. Mankart, Jochen, 2014. "The (Un-) importance of Chapter 7 wealth exemption levels," Journal of Economic Dynamics and Control, Elsevier, vol. 38(C), pages 1-16.

    More about this item

    Keywords

    Automobiles - Prices;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fip:fedhep:y:2008:i:qiii:p:17-28:n:v.32no.3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Lauren Wiese (email available below). General contact details of provider: https://edirc.repec.org/data/frbchus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.