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Competition and Appraisal Inflation

  • James ConklinEmail author
  • N. Edward Coulson
  • Moussa Diop
  • Thao Le
Article
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Abstract

In mortgage debt contracts, real property serves as collateral and the terms of mortgage financing are largely conditional on the certification of collateral value by appraisers. However, overstatement of collateral value is common in the appraisal industry, causing troubles in the mortgage market as observed in the recent crisis. In this paper, we examine whether competition in the appraisal industry affects appraisal bias. We model appraiser behavior given a loan officer’s preference for favorable appraisals (i.e. appraisal values at least as high as the transaction prices). As appraisers cater to loan officers to increase their probability of winning future business, our model predicts more inflated appraisals in more competitive markets. We confirm this prediction using a sample of purchase mortgages originated between 2003-2006 by a large subprime mortgage lender. Our results show that a one standard deviation increase in appraiser competition, measured at the MSA/year level, is associated with a 1.6–3.7 percentage point increase in the share of at-price appraisals. Furthermore, the effect is stronger in areas experiencing high house price growth.

Keywords

Competition Appraisal bias Mortgages 

JEL Classification

G2 G01 G10 G18 D1 R2 

Notes

References

  1. Agarwal, S., Ambrose, B.W., Yao, V. (2014). The limits of regulation: Appraisal bias in the mortgage market. Available at SSRN 2487393.Google Scholar
  2. Agarwal, S., Ben-David, I., Yao, V. (2015). Collateral valuation and borrower financial constraints: Evidence from the residential real estate market. Management Science, 61(9), 2220–2240.Google Scholar
  3. Ambrose, B.W., Conklin, J., Yoshida, J. (2016). Credit rationing, income exaggeration, and adverse selection in the mortgage market. The Journal of Finance, 71(6), 2637–2686.Google Scholar
  4. Bae, K.-H., Kang, J.-K., Wang, J. (2015). Does increased competition affect credit ratings? a reexamination of the effect of fitch’s market share on credit ratings in the corporate bond market. Journal of Financial and Quantitative Analysis, 50(5), 1011–1035.Google Scholar
  5. Becker, B., & Milbourn, T. (2011). How did increased competition affect credit ratings? Journal of Financial Economics, 101(3), 493–514.Google Scholar
  6. Ben-David, I. (2011). Financial constraints and inflated home prices during the real estate boom. American Economic Journal: Applied Economics, 3(2), 55–87.Google Scholar
  7. Berger, A., Demirgüç-kunt, A., Levine, R., Haubrich, J. (2004). Bank concentration and competition: an evolution in the making. Journal of Money, Credit, and Banking, 36(3), 433–451.Google Scholar
  8. Bikker, J., & Haaf, K. (2002). Measures of competition and concentration in the banking industry: a review of the literature. Economic & Financial Modeling, 9, 53–98.Google Scholar
  9. Bitner, R. (2008). Confessions of a Subprime Lender: An Insider’s Tale of Greed, Fraud, and Ignorance. Hoboken: Wiley.Google Scholar
  10. Bolton, P., Freixas, X., Shapiro, J. (2007). Conflicts of interest, information provision, and competition in the financial services industry. Journal of Financial Economics, 85(2), 297–330.Google Scholar
  11. Bolton, P., Freixas, X., Shapiro, J. (2012). The credit ratings game. The Journal of Finance, 67(1), 85–111.Google Scholar
  12. Calem, P.S., Lambie-Hanson, L., Nakamura, L.I. (2015). Information losses in home purchase appraisals. Federal Reserve Bank of Philadelphia Working Paper No. 15–11.Google Scholar
  13. Calem, P.S., Lambie-Hanson, L., Nakamura, L.I. (2016). Appraising home purchase appraisals. Working Paper.Google Scholar
  14. Campbell, J.Y. (2012). Mortgage market design. Review of Finance, 17(1), 1–33.Google Scholar
  15. Chinloy, P., Cho, M., Megbolugbe, I.F. (1997). Appraisals, transaction incentives, and smoothing. The Journal of Real Estate Finance and Economics, 14 (1-2), 89–111.Google Scholar
  16. Cho, M., & Megbolugbe, I.F. (1996). An empirical analysis of property appraisal and mortgage redlining. The Journal of Real Estate Finance and Economics, 13(1), 45–55.Google Scholar
  17. Clayton, J., Geltner, D., Hamilton, S.W. (2001). Smoothing in commercial property valuations: Evidence from individual appraisals. Real Estate Economics, 29 (3), 337–360.Google Scholar
  18. Cohen, A., & Manuszak, M.D. (2013). Ratings competition in the cmbs market. Journal of Money, Credit and Banking, 45(s1), 93–119.Google Scholar
  19. Demiroglu, C., & James, C. (2016). Indicators of collateral misreporting, Management Science, (Forthcoming).Google Scholar
  20. Ding, L., & Nakamura, L.I. (2016). The impact of the home valuation code of conduct on appraisal and mortgage outcomes. Real Estate Economics, 44(3), 658–690.Google Scholar
  21. Doherty, N.A., Kartasheva, A.V., Phillips, R.D. (2012). Information effect of entry into credit ratings market: The case of insurers’ ratings. Journal of Financial Economics, 106(2), 308–330.Google Scholar
  22. Eriksen, M.D., Fout, H.B., Palim, M., Rosenblatt, E. (2016). Contract price confirmation bias: Evidence from repeat appraisals. Working Paper.Google Scholar
  23. Flynn, S., & Ghent, A. (2015). Competition and credit ratings after the fall. Working Paper.Google Scholar
  24. Fout, H., & Yao, V. (2016). Housing market effects of appraising below contract. Working Paper.Google Scholar
  25. Griffin, J.M., & Maturana, G. (2016). Who facilitated misreporting in securitized loans? Journal of Finance, 29(2), 384–419.Google Scholar
  26. Hansz, J.A., & Diaz, J. III. (2001). Valuation bias in commercial appraisal: A transaction price feedback experiment. Real Estate Economics, 29(4), 553–565.Google Scholar
  27. Harney, K.R. (2008). Appraiser lawsuit puts lenders on notice. Washington Post. http://www.washingtonpost.com/wp-dyn/content/article/2008/01/25/AR2008012501650.html.
  28. Hong, H., & Kacperczyk, M. (2010). Competition and bias. The Quarterly Journal of Economics, 125(4), 1683–1725.Google Scholar
  29. Kruger, S., & Maturana, G. (2017). Collateral misreporting in the RMBS market. Working Paper.Google Scholar
  30. LaCour-Little, M., & Green, R.K. (1998). Are minorities or minority neighborhoods more likely to get low appraisals? The Journal of Real Estate Finance and Economics, 16(3), 301–315.Google Scholar
  31. LaCour-Little, M., & Malpezzi, S. (2003). Appraisal quality and residential mortgage default: Evidence from Alaska. The Journal of Real Estate Finance and Economics, 27(2), 211–233.Google Scholar
  32. Lang, W.W., & Nakamura, L.I. (1993). A model of redlining. Journal of Urban Economics, 33(2), 223–234.Google Scholar
  33. Liaukonyte, J., & Visockyte, L. (2010). A history of mergers: Theory and regulations. Technical Report.Google Scholar
  34. Nakamura, L.I., & et al. (2010). How much is that home really worth? Appraisal bias and house-price uncertainty. Business Review, (Q1): 11–22.Google Scholar
  35. National Appraisal Congress. (2015). Removing barriers to entry into the residential valuations profession: Solutions for educating, training and regulating the next generation of appraisers. White Paper.Google Scholar
  36. Petrongolo, B., & Pissarides, C.A. (2001). Looking into the black box: a survey of the matching function. Journal of Economic Literature, 39(2), 390–431.Google Scholar
  37. Pissarides, C.A. (1994). Search unemployment with on-the-job search. The Review of Economic Studies, 61(3), 457–475.Google Scholar
  38. Pissarides, C.A. (2000). Equilibrium Unemployment Theory. Cambridge: MIT Press.Google Scholar
  39. Quan, D.C., & Quigley, J.M. (1991). Price formation and the appraisal function in real estate markets. The Journal of Real Estate Finance and Economics, 4(2), 127–146.Google Scholar
  40. Shi, L., & Zhang, Y.J. (2015). Appraisal inflation: Evidence from 2009 GSE HVCC intervention. Journal of Housing Economics, 27, 71–90.Google Scholar
  41. Skreta, V., & Veldkamp, L. (2009). Ratings shopping and asset complexity: a theory of ratings inflation. Journal of Monetary Economics, 56(5), 678–695.Google Scholar
  42. Sorohan, M. (2016). MBA urges elimination of barriers to appraiser entry. MBANEWSLINK.Google Scholar
  43. Tzioumis, K. (2017). Appraisers and valuation bias: an empirical analysis. Real Estate Economics, 45(3), 679–712.Google Scholar
  44. Xia, H. (2014). Can investor-paid credit rating agencies improve the information quality of issuer-paid rating agencies? Journal of Financial Economics, 111(2), 450–468.Google Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2019

Authors and Affiliations

  • James Conklin
    • 1
    Email author
  • N. Edward Coulson
    • 2
  • Moussa Diop
    • 3
  • Thao Le
    • 4
  1. 1.Terry College of BusinessUniversity of GeorgiaAthensUSA
  2. 2.UCI Paul Merage School of BusinessUniversity of California IrvineIrvineUSA
  3. 3.School of BusinessUniversity of Wisconsin-MadisonMadisonUSA
  4. 4.J. Mack Robinson College of BusinessGeorgia State UniversityAtlantaUSA

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