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Collateral Misreporting in the Residential Mortgage-Backed Security Market

Author

Listed:
  • Samuel Kruger

    (McCombs School of Business, University of Texas at Austin, Austin, Texas 78712)

  • Gonzalo Maturana

    (Goizueta Business School, Emory University, Atlanta, Georgia 30322)

Abstract

Securitized mortgage appraisals routinely target pre-specified valuations, 45% of purchase loan appraisals exactly equal purchase prices, and appraisals virtually never fall below purchase prices. As a result, appraisals exceed automated valuation model (AVM) valuations 60% of the time and are 5% higher than AVM valuations on average. High appraisals and indicators of appraisal targeting predict loan delinquency and residential mortgage-backed security (RMBS) losses and are priced at the loan level through higher interest rates, but have essentially no impact on RMBS pricing. Selection bias simulations and unfunded loan application appraisals indicate that high appraisals are intentional. The extent to which appraisals exceed AVM valuations varies across loan officers, mortgage brokers, and appraisers, and high appraisals are associated with more repeat business for appraisers, potentially incentivizing appraisers to inflate their appraisals.

Suggested Citation

  • Samuel Kruger & Gonzalo Maturana, 2021. "Collateral Misreporting in the Residential Mortgage-Backed Security Market," Management Science, INFORMS, vol. 67(5), pages 2729-2750, May.
    • Handle: RePEc:inm:ormnsc:v:67:y:2021:i:5:p:2729-2750
    DOI: 10.1287/mnsc.2019.3569
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    References listed on IDEAS

    as
    1. Rajan, Uday & Seru, Amit & Vig, Vikrant, 2015. "The failure of models that predict failure: Distance, incentives, and defaults," Journal of Financial Economics, Elsevier, vol. 115(2), pages 237-260.
    2. Konstantinos Tzioumis, 2017. "Appraisers and Valuation Bias: An Empirical Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 45(3), pages 679-712, July.
    3. Agarwal, Sumit & Amromin, Gene & Ben-David, Itzhak & Chomsisengphet, Souphala & Evanoff, Douglas D., 2011. "The role of securitization in mortgage renegotiation," Journal of Financial Economics, Elsevier, vol. 102(3), pages 559-578.
    4. Blackburn, McKinley L. & Vermilyea, Todd, 2012. "The prevalence and impact of misstated incomes on mortgage loan applications," Journal of Housing Economics, Elsevier, vol. 21(2), pages 151-168.
    5. Wei Jiang & Ashlyn Aiko Nelson & Edward Vytlacil, 2014. "Liar's Loan? Effects of Origination Channel and Information Falsification on Mortgage Delinquency," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 1-18, March.
    6. Piskorski, Tomasz & Seru, Amit & Vig, Vikrant, 2010. "Securitization and distressed loan renegotiation: Evidence from the subprime mortgage crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 369-397, September.
    7. Luigi Zingales, 2015. "Does Finance Benefit Society?," NBER Working Papers 20894, National Bureau of Economic Research, Inc.
    8. Lei Ding & Leonard Nakamura, 2016. "The Impact of the Home Valuation Code of Conduct on Appraisal and Mortgage Outcomes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(3), pages 658-690, July.
    9. Sumit Agarwal & Itzhak Ben-David & Vincent Yao, 2015. "Collateral Valuation and Borrower Financial Constraints: Evidence from the Residential Real Estate Market," Management Science, INFORMS, vol. 61(9), pages 2220-2240, September.
    10. Ing-Haw Cheng & Sahil Raina & Wei Xiong, 2014. "Wall Street and the Housing Bubble," American Economic Review, American Economic Association, vol. 104(9), pages 2797-2829, September.
    11. Paul Calem & Jeanna Kenney & Lauren Lambie‐Hanson & Leonard Nakamura, 2021. "Appraising home purchase appraisals," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(S1), pages 134-168, March.
    12. James Conklin & N. Edward Coulson & Moussa Diop & Thao Le, 2020. "Competition and Appraisal Inflation," The Journal of Real Estate Finance and Economics, Springer, vol. 61(1), pages 1-38, June.
    13. Itzhak Ben-David, 2011. "Financial Constraints and Inflated Home Prices during the Real Estate Boom," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 55-87, July.
    14. Juan Ospina & Harald Uhlig, 2018. "Mortgage-Backed Securities and the Financial Crisis of 2008: a Post Mortem," NBER Working Papers 24509, National Bureau of Economic Research, Inc.
    15. Kruger, Samuel, 2018. "The effect of mortgage securitization on foreclosure and modification," Journal of Financial Economics, Elsevier, vol. 129(3), pages 586-607.
    16. Tomasz Piskorski & Amit Seru & James Witkin, 2015. "Asset Quality Misrepresentation by Financial Intermediaries: Evidence from the RMBS Market," Journal of Finance, American Finance Association, vol. 70(6), pages 2635-2678, December.
    17. Nadauld, Taylor D. & Sherlund, Shane M., 2013. "The impact of securitization on the expansion of subprime credit," Journal of Financial Economics, Elsevier, vol. 107(2), pages 454-476.
    18. Paul Carrillo, 2013. "Testing for Fraud in the Residential Mortgage Market: How Much Did Early-Payment-Defaults Overpay for Housing?," The Journal of Real Estate Finance and Economics, Springer, vol. 47(1), pages 36-64, July.
    19. Agarwal, Sumit & Ambrose, Brent W. & Yao, Vincent W., 2020. "Can regulation de-bias appraisers?," Journal of Financial Intermediation, Elsevier, vol. 44(C).
    20. Griffin, John M. & Kruger, Samuel & Maturana, Gonzalo, 2019. "Do labor markets discipline? Evidence from RMBS bankers," Journal of Financial Economics, Elsevier, vol. 133(3), pages 726-750.
    21. Tzioumis, Konstantinos & Gee, Matthew, 2013. "Nonlinear incentives and mortgage officers’ decisions," Journal of Financial Economics, Elsevier, vol. 107(2), pages 436-453.
    22. Cem Demiroglu & Christopher James, 2018. "Indicators of Collateral Misreporting," Management Science, INFORMS, vol. 64(4), pages 1747-1760, April.
    23. Cho, Man & Megbolugbe, Isaac F, 1996. "An Empirical Analysis of Property Appraisal and Mortgage Redlining," The Journal of Real Estate Finance and Economics, Springer, vol. 13(1), pages 45-55, July.
    24. Brent W. Ambrose & James Conklin & Jiro Yoshida, 2016. "Credit Rationing, Income Exaggeration, and Adverse Selection in the Mortgage Market," Journal of Finance, American Finance Association, vol. 71(6), pages 2637-2686, December.
    25. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
    26. Luigi Zingales, 2015. "Presidential Address: Does Finance Benefit Society?," Journal of Finance, American Finance Association, vol. 70(4), pages 1327-1363, August.
    27. Mark J. Garmaise, 2015. "Borrower Misreporting and Loan Performance," Journal of Finance, American Finance Association, vol. 70(1), pages 449-484, February.
    28. Michael D. Eriksen & Hamilton B. Fout & Mark Palim & Eric Rosenblatt, 2020. "Contract Price Confirmation Bias: Evidence from Repeat Appraisals," The Journal of Real Estate Finance and Economics, Springer, vol. 60(1), pages 77-98, February.
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    3. Jan K. Brueckner & James N. Conklin & N. Edward Coulson & Moussa Diop, 2023. "Default Costs and Repayment of Underwater Mortgages," CESifo Working Paper Series 10755, CESifo.
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