IDEAS home Printed from https://ideas.repec.org/p/arz/wpaper/eres2018_163.html
   My bibliography  Save this paper

Measures of mortgage default risk and local house price dynamics

Author

Listed:
  • Damian Damianov
  • Cheng Yan
  • Xiangdong Wang

Abstract

Following the financial crisis, a voluminous literature has developed that aims to shed light on the endogenous relationship between mortgage default risk and house prices. In this paper we contribute to this literature by using measures of mortgage default risk reflecting different stages of the household default decision: from early online searches to actual default, to the resale of the foreclosed home. We use a Panel Vector Autoregressive (PVAR) model to examine the impact of these default risk measures on two segments of residential real estate markets (top and bottom price tiers) from 92 metropolitan areas in 25 US states. We find that the default risk derived from households’ Google searches has the strongest negative impact on high value homes while the percentage of home foreclosed and the foreclosure resales have the strongest negative impact on the prices of low value homes. These results hold for both judicial and non-judicial foreclosure states as well as ‘recourse’ states. In ‘non-recourse’ states the number of homes foreclosed has the strongest negative impact on high value homes, which we interpret as evidence in support of the ”double trigger hypothesis.” That is, households default not only because they are in financial distress but also because they end up with a negative equity in their homes considering current house prices.

Suggested Citation

  • Damian Damianov & Cheng Yan & Xiangdong Wang, 2018. "Measures of mortgage default risk and local house price dynamics ," ERES eres2018_163, European Real Estate Society (ERES).
    • Handle: RePEc:arz:wpaper:eres2018_163
    as

    Download full text from publisher

    File URL: https://eres.architexturez.net/doc/oai-eres-id-eres2018-163
    Download Restriction: no
    File URL: https://eres.architexturez.net/system/files/P_20180130184731_1146.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gabriel M. Ahlfeldt & Kristoffer Moeller & Nicolai Wendland, 2015. "Chicken or egg? The PVAR econometrics of transportation," Journal of Economic Geography, Oxford University Press, vol. 15(6), pages 1169-1193.
    2. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2013. "The Determinants of Attitudes toward Strategic Default on Mortgages," Journal of Finance, American Finance Association, vol. 68(4), pages 1473-1515, August.
    3. Cui, Lin & Walsh, Randall, 2015. "Foreclosure, vacancy and crime," Journal of Urban Economics, Elsevier, vol. 87(C), pages 72-84.
    4. Atif Mian & Amir Sufi & Francesco Trebbi, 2015. "Foreclosures, House Prices, and the Real Economy," Journal of Finance, American Finance Association, vol. 70(6), pages 2587-2634, December.
    5. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    6. Elliot Anenberg & Edward Kung, 2014. "Estimates of the Size and Source of Price Declines Due to Nearby Foreclosures," American Economic Review, American Economic Association, vol. 104(8), pages 2527-2551, August.
    7. Kristopher Gerardi & Adam Hale Shapiro & Paul S. Willen, 2007. "Subprime outcomes: risky mortgages, homeownership experiences, and foreclosures," Working Papers 07-15, Federal Reserve Bank of Boston.
    8. Ellen, Ingrid Gould & Lacoe, Johanna & Sharygin, Claudia Ayanna, 2013. "Do foreclosures cause crime?," Journal of Urban Economics, Elsevier, vol. 74(C), pages 59-70.
    9. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    10. Ronel Elul & Nicholas S. Souleles & Souphala Chomsisengphet & Dennis Glennon & Robert Hunt, 2010. "What "Triggers" Mortgage Default?," American Economic Review, American Economic Association, vol. 100(2), pages 490-494, May.
    11. Gerardi, Kristopher & Rosenblatt, Eric & Willen, Paul S. & Yao, Vincent, 2015. "Foreclosure externalities: New evidence," Journal of Urban Economics, Elsevier, vol. 87(C), pages 42-56.
    12. 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.
    13. Chauvet, Marcelle & Gabriel, Stuart & Lutz, Chandler, 2016. "Mortgage default risk: New evidence from internet search queries," Journal of Urban Economics, Elsevier, vol. 96(C), pages 91-111.
    14. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    15. Ambrose, Brent W & Buttimer, Richard J, Jr & Capone, Charles A, 1997. "Pricing Mortgage Default and Foreclosure Delay," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 314-325, August.
    16. Patrick Bajari & Chenghuan Sean Chu & Minjung Park, 2008. "An Empirical Model of Subprime Mortgage Default From 2000 to 2007," NBER Working Papers 14625, National Bureau of Economic Research, Inc.
    17. John Y. Campbell & Stefano Giglio & Parag Pathak, 2011. "Forced Sales and House Prices," American Economic Review, American Economic Association, vol. 101(5), pages 2108-2131, August.
    18. Andra C. Ghent & Marianna Kudlyak, 2011. "Recourse and Residential Mortgage Default: Evidence from US States 1," The Review of Financial Studies, Society for Financial Studies, vol. 24(9), pages 3139-3186.
    19. Glaeser, Edward L. & Gyourko, Joseph & Morales, Eduardo & Nathanson, Charles G., 2014. "Housing dynamics: An urban approach," Journal of Urban Economics, Elsevier, vol. 81(C), pages 45-56.
    Full references (including those not matched with items on IDEAS)

    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. Alin Marius Andries & Anca Copaciu & Radu Popa & Razvan Vlahu, 2021. "Recourse and (strategic) mortgage defaults: Evidence from changes in housing market laws," Working Papers 727, DNB.
    2. Jeffrey P. Cohen & Cletus C. Coughlin & Vincent W. Yao, 2016. "Sales of Distressed Residential Property: What Have We Learned from Recent Research?," Review, Federal Reserve Bank of St. Louis, vol. 98(3), pages 159-188.
    3. Stuart Gabriel & Matteo Iacoviello & Chandler Lutz, 2021. "A Crisis of Missed Opportunities? Foreclosure Costs and Mortgage Modification During the Great Recession [Synthetic control methods for comparative case studies: Estimating the effect of California," The Review of Financial Studies, Society for Financial Studies, vol. 34(2), pages 864-906.
    4. Adam M Guren & Timothy J McQuade, 2020. "How Do Foreclosures Exacerbate Housing Downturns?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(3), pages 1331-1364.
    5. Simlai, Prodosh, 2019. "Subprime credit, idiosyncratic risk, and foreclosures," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 175-189.
    6. Christos A. Makridis & Michael Ohlrogge, 2022. "Foreclosure spillovers and individual well‐being: Evidence from the Great Recession," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(1), pages 122-146, March.
    7. John P. Harding & Jing Li & Stuart S. Rosenthal & Xirui Zhang, 2022. "Forced moves and home maintenance: The amplifying effects of mortgage payment burden on underwater homeowners," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(2), pages 498-533, June.
    8. 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.
    9. Lingxiao Li & Erdem Ucar & Abdullah Yavas, 2022. "Social Capital and Mortgage Delinquency," The Journal of Real Estate Finance and Economics, Springer, vol. 64(3), pages 379-403, April.
    10. 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.
    11. 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.
    12. Michele Loberto, 2023. "Foreclosures and House Prices," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(1), pages 397-424, March.
    13. John Y. Campbell, 2013. "Mortgage Market Design," Review of Finance, European Finance Association, vol. 17(1), pages 1-33.
    14. Goodstein, Ryan & Hanouna, Paul & Ramirez, Carlos D. & Stahel, Christof W., 2017. "Contagion effects in strategic mortgage defaults," Journal of Financial Intermediation, Elsevier, vol. 30(C), pages 50-60.
    15. Wenli Li & Florian Oswald, 2014. "Recourse and residential mortgages: the case of Nevada," Working Papers 15-2, Federal Reserve Bank of Philadelphia.
    16. Weiran Huang & Ashlyn Nelson & Stephen L. Ross, 2018. "Foreclosure Spillovers within Broad Neighborhoods," Working Papers 2018-096, Human Capital and Economic Opportunity Working Group.
    17. Steven Laufer, 2018. "Equity Extraction and Mortgage Default," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 28, pages 1-33, April.
    18. Kristopher Gerardi & Kyle F. Herkenhoff & Lee E. Ohanian & Paul S. Willen, 2018. "Can’t Pay or Won’t Pay? Unemployment, Negative Equity, and Strategic Default," The Review of Financial Studies, Society for Financial Studies, vol. 31(3), pages 1098-1131.
    19. Damian S. Damianov & Xiangdong Wang & Cheng Yan, 2021. "Google Search Queries, Foreclosures, and House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 63(2), pages 177-209, August.
    20. Christopher L. Foote & Paul S. Willen, 2018. "Mortgage-Default Research and the Recent Foreclosure Crisis," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 59-100, November.

    More about this item

    Keywords

    Foreclosure; House Prices; Mortgage Default Risk;
    All these keywords.

    JEL classification:

    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:arz:wpaper:eres2018_163. 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: Architexturez Imprints (email available below). General contact details of provider: https://edirc.repec.org/data/eressea.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.