IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v37y2013i10p3951-3973.html
   My bibliography  Save this article

Determinants of the incidence of U.S. Mortgage Loan Modifications

Author

Listed:
  • Been, Vicki
  • Weselcouch, Mary
  • Voicu, Ioan
  • Murff, Scott

Abstract

This paper combines data on the performance of mortgage loans with detailed borrower, neighborhood, and property characteristics to examine the factors that determine the outcomes of seriously delinquent loans. We employ multinomial logit models in a hazard framework to explain how loan, borrower, property, servicer and neighborhood characteristics affect which of the following four outcomes results from a seriously delinquent loan: (1) the borrower cures the delinquency; (2) the borrower and lender agree to modify the loan; (3) the borrower suffers a liquidation (short sale, deed in lieu, foreclosure auction sale or REO); or (4) the loan remains delinquent. In particular, we focus on mortgage modification. We find that the outcomes of delinquent loans are significantly related to: current LTV, FICO scores, especially risky loan characteristics, the servicer of the loan, neighborhood housing price appreciation, and whether the borrower received foreclosure counseling.

Suggested Citation

  • Been, Vicki & Weselcouch, Mary & Voicu, Ioan & Murff, Scott, 2013. "Determinants of the incidence of U.S. Mortgage Loan Modifications," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3951-3973.
  • Handle: RePEc:eee:jbfina:v:37:y:2013:i:10:p:3951-3973
    DOI: 10.1016/j.jbankfin.2013.05.027
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426613002525
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbankfin.2013.05.027?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Anthony Pennington-Cross, 2010. "The Duration of Foreclosures in the Subprime Mortgage Market: A Competing Risks Model with Mixing," The Journal of Real Estate Finance and Economics, Springer, vol. 40(2), pages 109-129, February.
    2. Riddiough, Timothy J & Wyatt, Steve B, 1994. "Strategic Default, Workout, and Commercial Mortgage Valuation," The Journal of Real Estate Finance and Economics, Springer, vol. 9(1), pages 5-22, July.
    3. Ellen, Ingrid Gould & Lacoe, Johanna & Sharygin, Claudia Ayanna, 2013. "Do foreclosures cause crime?," Journal of Urban Economics, Elsevier, vol. 74(C), pages 59-70.
    4. Qi, Min & Yang, Xiaolong, 2009. "Loss given default of high loan-to-value residential mortgages," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 788-799, May.
    5. 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.
    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. Kristopher Gerardi & Wenli Li, 2010. "Mortgage foreclosure prevention efforts," Economic Review, Federal Reserve Bank of Atlanta, vol. 95(2).
    8. Small, Kenneth A & Hsiao, Cheng, 1985. "Multinomial Logit Specification Tests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(3), pages 619-627, October.
    9. Foote, Christopher L. & Gerardi, Kristopher & Willen, Paul S., 2008. "Negative equity and foreclosure: Theory and evidence," Journal of Urban Economics, Elsevier, vol. 64(2), pages 234-245, September.
    10. Anthony Pennington‐Cross & Giang Ho, 2010. "The Termination of Subprime Hybrid and Fixed‐Rate Mortgages," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 38(3), pages 399-426, September.
    11. Harding, John P. & Rosenblatt, Eric & Yao, Vincent W., 2009. "The contagion effect of foreclosed properties," Journal of Urban Economics, Elsevier, vol. 66(3), pages 164-178, November.
    12. Ko Wang & Leslie Young & Yuqing Zhou, 2002. "Nondiscriminating Foreclosure and Voluntary Liquidating Costs," Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 959-985.
    13. Lawrence R. Cordell & Karen E. Dynan & Andreas Lehnert & J. Nellie Liang & Eileen Mauskopf, 2008. "The incentives of mortgage servicers: myths and realities," Finance and Economics Discussion Series 2008-46, Board of Governors of the Federal Reserve System (U.S.).
    14. Chan, Sewin & Gedal, Michael & Been, Vicki & Haughwout, Andrew, 2013. "The role of neighborhood characteristics in mortgage default risk: Evidence from New York City," Journal of Housing Economics, Elsevier, vol. 22(2), pages 100-118.
    15. Danis, Michelle A. & Pennington-Cross, Anthony, 2008. "The delinquency of subprime mortgages," Journal of Economics and Business, Elsevier, vol. 60(1-2), pages 67-90.
    16. Dennis Capozza & Thomas Thomson, 2006. "Subprime Transitions: Lingering or Malingering in Default?," The Journal of Real Estate Finance and Economics, Springer, vol. 33(3), pages 241-258, November.
    17. Peter Kennedy, 2003. "A Guide to Econometrics, 5th Edition," MIT Press Books, The MIT Press, edition 5, volume 1, number 026261183x, December.
    18. Ambrose, Brent W & Capone, Charles A, Jr, 1996. "Cost-Benefit Analysis of Single-Family Foreclosure Alternatives," The Journal of Real Estate Finance and Economics, Springer, vol. 13(2), pages 105-120, September.
    19. Andrew Haughwout & Ebiere Okah & Joseph Tracy, 2016. "Second Chances: Subprime Mortgage Modification and Redefault," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(4), pages 771-793, June.
    20. Adelino, Manuel & Gerardi, Kristopher & Willen, Paul S., 2013. "Why don't Lenders renegotiate more home mortgages? Redefaults, self-cures and securitization," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 835-853.
    21. Yanan Zhang & Lu Ji & Fei Liu, 2010. "Local Housing Market Cycle and Loss Given Default: Evidence from Sub-Prime Residential Mortgages," IMF Working Papers 2010/167, International Monetary Fund.
    22. Manuel Adelino & Kristopher Gerardi & Paul S. Willen, 2010. "What explains differences in foreclosure rates?: a response to Piskorski, Seru, and Vig," Working Papers 10-2, Federal Reserve Bank of Boston.
    23. Dan Magder, 2009. "Mortgage Loan Modifications: Program Incentives and Restructuring Design," Working Paper Series WP09-13, Peterson Institute for International Economics.
    24. Richard A. Phillips & James H. VanderHoff, 2004. "The Conditional Probability of Foreclosure: An Empirical Analysis of Conventional Mortgage Loan Defaults," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(4), pages 571-587, December.
    25. Brent W. Ambrose & Charles A. Capone, 1998. "Modeling the Conditional Probability of Foreclosure in the Context of Single‐Family Mortgage Default Resolutions," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 26(3), pages 391-429, September.
    26. Schuetz, Jenny & Been, Vicki & Ellen, Ingrid Gould, 2008. "Neighborhood effects of concentrated mortgage foreclosures," Journal of Housing Economics, Elsevier, vol. 17(4), pages 306-319, December.
    27. Lawrence R. Cordell & Karen E. Dynan & Andreas Lehnert & J. Nellie Liang & Eileen Mauskopf, 2009. "Designing loan modifications to address the mortgage crisis and the making home affordable program," Finance and Economics Discussion Series 2009-43, Board of Governors of the Federal Reserve System (U.S.).
    28. Leow, Mindy & Mues, Christophe, 2012. "Predicting loss given default (LGD) for residential mortgage loans: A two-stage model and empirical evidence for UK bank data," International Journal of Forecasting, Elsevier, vol. 28(1), pages 183-195.
    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. Henri Fraisse, 2017. "Households Debt Restructuring: The Re-default Effects of a Debt Suspension," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 33(4), pages 686-717.
    2. Yosi Borochov & Boris A. Portnov, 2021. "Estimating Environmentally Adjusted Risks of Mortgage Arrears for Different Socioeconomic Groups of Borrowers," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 595-620.
    3. Kelly, Robert & McCann, Fergal, 2016. "Some defaults are deeper than others: Understanding long-term mortgage arrears," Journal of Banking & Finance, Elsevier, vol. 72(C), pages 15-27.
    4. M. Lundholm, 2021. "Compensation and Socio-Economic Status of Borrowers in Foreclosure: Evidence from Swedish Micro-data," Journal of Consumer Policy, Springer, vol. 44(1), pages 95-116, March.
    5. Thomas P. Boehm & Alan M. Schlottmann, 2020. "Achieving Effective Mortgage Modifications: The Importance of Household Characteristics," The Journal of Real Estate Finance and Economics, Springer, vol. 61(2), pages 151-182, August.
    6. Danne, Christian & McGuinness, Anne, 2016. "Mortgage modifications and loan performance," Research Technical Papers 05/RT/16, Central Bank of Ireland.
    7. Henri Fraisse, 2017. "Households Debt Restructuring: The Re-default Effects of a Debt Suspension," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 33(4), pages 686-717.
    8. Russell, Blair D. & Moulton, Stephanie & Greenbaum, Robert T., 2014. "Take-up of mortgage assistance for distressed homeowners: The role of geographic accessibility," Journal of Housing Economics, Elsevier, vol. 24(C), pages 57-74.

    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. Sewin Chan & Claudia Sharygin & Vicki Been & Andrew Haughwout, 2014. "Pathways After Default: What Happens to Distressed Mortgage Borrowers and Their Homes?," The Journal of Real Estate Finance and Economics, Springer, vol. 48(2), pages 342-379, February.
    2. Adelino, Manuel & Gerardi, Kristopher & Willen, Paul S., 2013. "Why don't Lenders renegotiate more home mortgages? Redefaults, self-cures and securitization," Journal of Monetary Economics, Elsevier, vol. 60(7), pages 835-853.
    3. Kashian, Russell & Cebula, Richard & Cramer, Eric, 2014. "Foreclosures in an Exurb: Multiple Empirical Analyses through a Prism," MPRA Paper 55557, University Library of Munich, Germany.
    4. Zhang, Yan, 2013. "Does loan renegotiation differ by securitization status? A transition probability study," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 513-527.
    5. Thomas P. Boehm & Alan M. Schlottmann, 2020. "Achieving Effective Mortgage Modifications: The Importance of Household Characteristics," The Journal of Real Estate Finance and Economics, Springer, vol. 61(2), pages 151-182, August.
    6. Agarwal, Sumit & Zhang, Yunqi, 2018. "Effects of government bailouts on mortgage modification," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 54-70.
    7. Fernando Ferreira & Joseph Gyourko, 2015. "A New Look at the U.S. Foreclosure Crisis: Panel Data Evidence of Prime and Subprime Borrowers from 1997 to 2012," NBER Working Papers 21261, National Bureau of Economic Research, Inc.
    8. deRitis, Cristian & Kuo, Chionglong & Liang, Yongping, 2010. "Payment shock and mortgage performance," Journal of Housing Economics, Elsevier, vol. 19(4), pages 295-314, December.
    9. Chan, Sewin & Gedal, Michael & Been, Vicki & Haughwout, Andrew, 2013. "The role of neighborhood characteristics in mortgage default risk: Evidence from New York City," Journal of Housing Economics, Elsevier, vol. 22(2), pages 100-118.
    10. Hung Xuan Do & Daniel Rösch & Harald Scheule, 2020. "Liquidity Constraints, Home Equity and Residential Mortgage Losses," The Journal of Real Estate Finance and Economics, Springer, vol. 61(2), pages 208-246, August.
    11. Maximilian Schmeiser & Matthew Gross, 2016. "The Determinants of Subprime Mortgage Performance Following a Loan Modification," The Journal of Real Estate Finance and Economics, Springer, vol. 52(1), pages 1-27, January.
    12. Kashian, Russell & Cebula, Richard & Peterson, Jeremy, 2015. "A Duration Analysis of Foreclosures to Sheriff Sales in Light of the Financial Crisis," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 45(2).
    13. James N. Conklin & Moussa Diop & Thao Le & Walter D’Lima, 2019. "The Importance of Originator-Servicer Affiliation in Loan Renegotiation," The Journal of Real Estate Finance and Economics, Springer, vol. 59(1), pages 56-89, July.
    14. J. Michael Collins & Carolina Reid, 2010. "Who receives a mortgage modification? Race and income differentials in loan workouts," Community Development Working Paper 2010-07, Federal Reserve Bank of San Francisco.
    15. 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.
    16. Russell, Blair D. & Moulton, Stephanie & Greenbaum, Robert T., 2014. "Take-up of mortgage assistance for distressed homeowners: The role of geographic accessibility," Journal of Housing Economics, Elsevier, vol. 24(C), pages 57-74.
    17. Milonas, Kristoffer, 2017. "The effect of foreclosure laws on securitization: Evidence from U.S. states," Journal of Financial Stability, Elsevier, vol. 33(C), pages 1-22.
    18. Aidong Adam Ding & Shaonan Tian & Yan Yu & Xinlei Zhao, 2022. "Does judicial foreclosure procedure help delinquent subprime mortgage borrowers?," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 19(2), pages 382-422, June.
    19. Therese C. Scharlemann & Stephen H. Shore, 2022. "The effect of changing mortgage payments on default and prepayment: Evidence from HAMP resets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(5), pages 1231-1256, September.
    20. Shu Ling Chiang & Ming Shann Tsai & Shan Jiang, 2021. "The Influences of Foreclosure Factors on the Value, Yield, Duration and Convexity of a Mortgage," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(S2), pages 361-394, September.

    More about this item

    Keywords

    Mortgage; Modification; Default; Foreclosure;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • R2 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis

    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:eee:jbfina:v:37:y:2013:i:10:p:3951-3973. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbf .

    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.