IDEAS home Printed from https://ideas.repec.org/a/kap/jrefec/v68y2024i1d10.1007_s11146-022-09936-7.html
   My bibliography  Save this article

Shadow Bank, Risk-Taking, and Real Estate Financing: Evidence from the Online Loan Market

Author

Listed:
  • Xiaoying Deng

    (Singapore Management University)

  • Chong Liu

    (Shanghai University of Finance and Economics)

  • Seow Eng Ong

    (National University of Singapore)

Abstract

This paper examines whether and how individual risk-taking behavior affects real estate financing through shadow banks. Using the loan data from an online platform in China, we show that riskier households tend to employ online loans to meet the increasing down-payment in their home purchase. Individual investors are likely to fund riskier real estate loans with higher expected returns. Real estate loans experience higher ex-post default rates than other types of loans. The effect is more pronounced during the period of credit constraints.

Suggested Citation

  • Xiaoying Deng & Chong Liu & Seow Eng Ong, 2024. "Shadow Bank, Risk-Taking, and Real Estate Financing: Evidence from the Online Loan Market," The Journal of Real Estate Finance and Economics, Springer, vol. 68(1), pages 1-27, January.
  • Handle: RePEc:kap:jrefec:v:68:y:2024:i:1:d:10.1007_s11146-022-09936-7
    DOI: 10.1007/s11146-022-09936-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11146-022-09936-7
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11146-022-09936-7?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. Rajkamal Iyer & Asim Ijaz Khwaja & Erzo F. P. Luttmer & Kelly Shue, 2016. "Screening Peers Softly: Inferring the Quality of Small Borrowers," Management Science, INFORMS, vol. 62(6), pages 1554-1577, June.
    2. Kaiji Chen & Jue Ren & Tao Zha, 2018. "The Nexus of Monetary Policy and Shadow Banking in China," American Economic Review, American Economic Association, vol. 108(12), pages 3891-3936, December.
    3. Giovanni Dell'Ariccia & Luc Laeven & Gustavo A. Suarez, 2017. "Bank Leverage and Monetary Policy's Risk-Taking Channel: Evidence from the United States," Journal of Finance, American Finance Association, vol. 72(2), pages 613-654, April.
    4. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    5. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    6. 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.
    7. Freedman, Seth & Jin, Ginger Zhe, 2017. "The information value of online social networks: Lessons from peer-to-peer lending," International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 185-222.
    8. Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1449-1496.
    9. Atif Mian & Amir Sufi, 2011. "House Prices, Home Equity-Based Borrowing, and the US Household Leverage Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 2132-2156, August.
    10. Marco Di Maggio & Amir Kermani, 2017. "Credit-Induced Boom and Bust," The Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3711-3758.
    11. Di Maggio, Marco & Kacperczyk, Marcin, 2017. "The unintended consequences of the zero lower bound policy," Journal of Financial Economics, Elsevier, vol. 123(1), pages 59-80.
    12. Manuel Adelino & Antoinette Schoar & Felipe Severino, 2016. "Editor's Choice Loan Originations and Defaults in the Mortgage Crisis: The Role of the Middle Class," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1635-1670.
    13. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    14. Angela Maddaloni & Jose-Luis Peydro, 2011. "Bank Risk-taking, Securitization, Supervision, and Low Interest Rates: Evidence from the Euro-area and the U.S. Lending Standards," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 2121-2165.
    15. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    16. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
    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. Manconi, Alberto & Braggion, Fabio & Zhu, Haikun, 2018. "Can Technology Undermine Macroprudential Regulation? Evidence from Peer-to-Peer Credit in China," CEPR Discussion Papers 12668, C.E.P.R. Discussion Papers.
    2. Zhu, Haikun, 2018. "Essays on political economy of finance and fintech," Other publications TiSEM 93f94423-e671-4041-bb24-8, Tilburg University, School of Economics and Management.
    3. Piskorski, Tomasz & Seru, Amit, 2021. "Debt relief and slow recovery: A decade after Lehman," Journal of Financial Economics, Elsevier, vol. 141(3), pages 1036-1059.
    4. Lewellen, Stefan & Williams, Emily, 2021. "Did technology contribute to the housing boom? Evidence from MERS," Journal of Financial Economics, Elsevier, vol. 141(3), pages 1244-1261.
    5. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    6. Albanesi, Stefania & DeGiorgi, Giacomo & Nosal, Jaromir, 2022. "Credit growth and the financial crisis: A new narrative," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 118-139.
    7. Marco Di Maggio & Amir Kermani & Christopher Palmer, 2016. "How Quantitative Easing Works: Evidence on the Refinancing Channel," NBER Working Papers 22638, National Bureau of Economic Research, Inc.
    8. Kurtzman, Robert & Luck, Stephan & Zimmermann, Tom, 2022. "Did QE lead banks to relax their lending standards? Evidence from the Federal Reserve’s LSAPs," Journal of Banking & Finance, Elsevier, vol. 138(C).
    9. Elliott, David & Meisenzah, Ralf R & Peydró, José-Luis, 2023. "Nonbank lenders as global shock absorbers: evidence from US monetary policy spillovers," Bank of England working papers 1012, Bank of England.
    10. Kowalewski, Oskar & Pisany, Paweł, 2022. "Banks' consumer lending reaction to fintech and bigtech credit emergence in the context of soft versus hard credit information processing," International Review of Financial Analysis, Elsevier, vol. 81(C).
    11. Sunghun Chung & Keongtae Kim & Chul Ho Lee & Wonseok Oh, 2023. "Interdependence between online peer‐to‐peer lending and cryptocurrency markets and its effects on financial inclusion," Production and Operations Management, Production and Operations Management Society, vol. 32(6), pages 1939-1957, June.
    12. Dzsamila Vonnak, 2015. "Decomposing the Riskiness of Corporate Foreign Currency Lending: the Case of Hungary," CERS-IE WORKING PAPERS 1528, Institute of Economics, Centre for Economic and Regional Studies.
    13. Altavilla, Carlo & Laeven, Luc & Peydró, José-Luis, 2020. "Monetary and Macroprudential Policy Complementarities: evidence from European credit registers," CEPR Discussion Papers 15539, C.E.P.R. Discussion Papers.
    14. Elliot Anenberg & Aurel Hizmo & Edward Kung & Raven Molloy, 2019. "Measuring mortgage credit availability: A frontier estimation approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(6), pages 865-882, September.
    15. repec:zbw:bofitp:2021_015 is not listed on IDEAS
    16. Drechsler, Itamar & Savov, Alexi & Schnabl, Philipp, 2022. "How monetary policy shaped the housing boom," Journal of Financial Economics, Elsevier, vol. 144(3), pages 992-1021.
    17. Bertsch, Christoph & Hull, Isaiah & Qi, Yingjie & Zhang, Xin, 2020. "Bank misconduct and online lending," Journal of Banking & Finance, Elsevier, vol. 116(C).
    18. Kuvshinov, Dmitry & Jiménez, Gabriel & Peydró, José-Luis & Richter, Björn, 2022. "Monetary policy, inflation, and crises: New evidence from history and administrative data," CEPR Discussion Papers 17761, C.E.P.R. Discussion Papers.
    19. Xiaoming Li & Zheng Liu & Yuchao Peng & Zhiwei Xu, 2020. "Bank Risk-Taking and Monetary Policy Transmission: Evidence from China," Working Paper Series 2020-27, Federal Reserve Bank of San Francisco.
    20. Oleksandr Talavera & Haofeng Xu, 2018. "Role of Verification in Peer-to-Peer Lending," Working Papers 2018-25, Swansea University, School of Management.
    21. Conklin, James N. & Frame, W. Scott & Gerardi, Kristopher & Liu, Haoyang, 2022. "Villains or scapegoats? The role of subprime borrowers in driving the U.S. housing boom," Journal of Financial Intermediation, Elsevier, vol. 51(C).

    More about this item

    Keywords

    Online Lending; Risk Taking; Real Estate Loans; House Purchase Restrictions;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

    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:kap:jrefec:v:68:y:2024:i:1:d:10.1007_s11146-022-09936-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.