IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v67y2020icp42-54.html
   My bibliography  Save this article

The empirical relation between loan risk and collateral in the shadow banking system: Evidence from China’s entrusted loan market

Author

Listed:
  • Fang, Sheng
  • Qian, Xuesong
  • Zou, Wei

Abstract

Based on evidence from China’s entrusted loan market (2004–2014), we examine the effect of collateral in the shadow banking system. We find that collateral generally accompanies higher loan risk premiums and a higher probability of ex-post loan nonperformance (i.e., loan extension). Furthermore, the evidence shows that the types of collateral pledges, borrower heterogeneity and equity ties make a difference in the channel by which collateral works. Our findings suggest that in entrusted loan shadow banking, the lenders likely require collateral from observably riskier borrowers (unlisted or non-affiliated borrowers) to control ex-post contract conflict, and the lender selection effect is particularly strong for outside collateral. The paper sheds light on risk management in the shadow banking system and offers a possible explanation for the conflicting empirics concerning the relation of loan risk and collateral.

Suggested Citation

  • Fang, Sheng & Qian, Xuesong & Zou, Wei, 2020. "The empirical relation between loan risk and collateral in the shadow banking system: Evidence from China’s entrusted loan market," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 42-54.
    • Handle: RePEc:eee:reveco:v:67:y:2020:i:c:p:42-54
    DOI: 10.1016/j.iref.2019.12.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S105905601730179X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.iref.2019.12.012?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. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    2. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    3. Alan Moreira & Alexi Savov, 2017. "The Macroeconomics of Shadow Banking," Journal of Finance, American Finance Association, vol. 72(6), pages 2381-2432, December.
    4. Allen N. Berger & W. Scott Frame & Vasso P. Ioannidou, 2011. "Reexamining the empirical relation between loan risk and collateral: the roles of collateral characteristics and types," FRB Atlanta Working Paper 2011-12, Federal Reserve Bank of Atlanta.
    5. Berger, Allen N. & DeYoung, Robert, 2006. "Technological Progress and the Geographic Expansion of the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1483-1513, September.
    6. Chan, Yuk-Shee & Thakor, Anjan V, 1987. "Collateral and Competitive Equilibria with Moral Hazard and Private Information," Journal of Finance, American Finance Association, vol. 42(2), pages 345-363, June.
    7. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    8. Bester, Helmut, 1987. "The role of collateral in credit markets with imperfect information," European Economic Review, Elsevier, vol. 31(4), pages 887-899, June.
    9. Kose John & Anthony W. Lynch & Manju Puri, 2003. "Credit Ratings, Collateral, and Loan Characteristics: Implications for Yield," The Journal of Business, University of Chicago Press, vol. 76(3), pages 371-410, July.
    10. Inderst, Roman & Mueller, Holger M., 2007. "A lender-based theory of collateral," Journal of Financial Economics, Elsevier, vol. 84(3), pages 826-859, June.
    11. Lu, Yunlin & Guo, Haifeng & Kao, Erin H. & Fung, Hung-Gay, 2015. "Shadow banking and firm financing in China," International Review of Economics & Finance, Elsevier, vol. 36(C), pages 40-53.
    12. Boot, Arnoud W A & Thakor, Anjan V & Udell, Gregory F, 1991. "Secured Lending and Default Risk: Equilibrium Analysis, Policy Implications and Empirical Results," Economic Journal, Royal Economic Society, vol. 101(406), pages 458-472, May.
    13. Christophe Godlewski & Laurent Weill, 2011. "Does Collateral Help Mitigate Adverse Selection? A Cross-Country Analysis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 49-78, October.
    14. Emmanuel Farhi & Jean Tirole, 2021. "Shadow Banking and the Four Pillars of Traditional Financial Intermediation [Securitization without Risk Transfer]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(6), pages 2622-2653.
    15. Berger, Allen N. & Scott Frame, W. & Ioannidou, Vasso, 2011. "Tests of ex ante versus ex post theories of collateral using private and public information," Journal of Financial Economics, Elsevier, vol. 100(1), pages 85-97, April.
    16. Dennis, Steven & Nandy, Debarshi & Sharpe, Lan G., 2000. "The Determinants of Contract Terms in Bank Revolving Credit Agreements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(1), pages 87-110, March.
    17. Berger, Allen N. & Udell, Gregory F., 1990. "Collateral, loan quality and bank risk," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 21-42, January.
    18. 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.
    19. Berger, Allen N. & Frame, W. Scott & Ioannidou, Vasso, 2016. "Reexamining the empirical relation between loan risk and collateral: The roles of collateral liquidity and types," Journal of Financial Intermediation, Elsevier, vol. 26(C), pages 28-46.
    20. Steven A. Dennis & Ian G. Sharpe, 2005. "Firm Size Dependence in the Determinants of Bank Term Loan Maturity," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(1-2), pages 31-64.
    21. Jimenez, Gabriel & Salas, Vicente & Saurina, Jesus, 2006. "Determinants of collateral," Journal of Financial Economics, Elsevier, vol. 81(2), pages 255-281, August.
    22. Chan, Yuk-Shee & Kanatas, George, 1985. "Asymmetric Valuations and the Role of Collateral in Loan Agreements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 84-95, February.
    23. Degryse, Hans & Van Cayseele, Patrick, 2000. "Relationship Lending within a Bank-Based System: Evidence from European Small Business Data," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 90-109, January.
    24. Besanko, David & Thakor, Anjan V, 1987. "Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 671-689, October.
    25. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2010. "Formal versus Informal Finance: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3048-3097, August.
    26. Hou, Xiaohui & Li, Shuo & Guo, Pin & Wang, Qing, 2018. "The cost effects of shadow banking activities and political intervention: Evidence from the banking sector in China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 307-318.
    27. He, Qing & Lu, Liping & Ongena, Steven, 2015. "Who gains from credit granted between firms? Evidence from inter-corporate loan announcements made in China," BOFIT Discussion Papers 1/2015, Bank of Finland Institute for Emerging Economies (BOFIT).
    28. Brick, Ivan E. & Palia, Darius, 2007. "Evidence of jointness in the terms of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 452-476, July.
    29. Geraldo Cerqueiro & Steven Ongena & Kasper Roszbach, 2016. "Collateralization, Bank Loan Rates, and Monitoring," Journal of Finance, American Finance Association, vol. 71(3), pages 1295-1322, June.
    30. Li, Xuelian & Lin, Jyh-Horng, 2016. "Shadow-banking entrusted loan management, deposit insurance premium, and capital regulation," International Review of Economics & Finance, Elsevier, vol. 41(C), pages 98-109.
    31. Joshua D. Coval & Tobias J. Moskowitz, 2001. "The Geography of Investment: Informed Trading and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 811-841, August.
    32. Harhoff, Dietmar & Korting, Timm, 1998. "Lending relationships in Germany - Empirical evidence from survey data," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1317-1353, October.
    33. Steven A. Dennis & Ian G. Sharpe, 2005. "Firm Size Dependence in the Determinants of Bank Term Loan Maturity," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(1‐2), pages 31-64, January.
    34. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-855, September.
    35. Harhoff, Dietmar & Körting, Timm, 1998. "Lending Relationships in Germany: Empirical Results from Survey Data," CEPR Discussion Papers 1917, C.E.P.R. Discussion Papers.
    36. Boot, Arnoud W A & Thakor, Anjan V, 1994. "Moral Hazard and Secured Lending in an Infinitely Repeated Credit Market Game," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(4), pages 899-920, November.
    37. Voordeckers, Wim & Steijvers, Tensie, 2006. "Business collateral and personal commitments in SME lending," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 3067-3086, November.
    38. Gary Gorton & Andrew Metrick, 2010. "Regulating the Shadow Banking System," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(2 (Fall)), pages 261-312.
    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. Zhang, Xuan & Zhang, Yongmin & Scheffel, Eric & Zhao, Yang, 2022. "A key driver for the mixed relationship between loan risk premiums and collateral: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 83(C).
    2. Ridoy Deb Nath & Mohammad Ashraful Ferdous Chowdhury, 2021. "Shadow banking: a bibliometric and content analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-29, December.
    3. Yu, Jian & Peng, Fanjia & Shi, Xunpeng & Yang, Longjian, 2022. "Impact of credit guarantee on firm performance: Evidence from China’s SMEs," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 624-636.
    4. Wu, Meng-Wen & Xu, Li & Shen, Chung-hua & Zhang, Ke-Kun, 2021. "Overconfident CEOs and shadow banking in China," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    5. Si, Deng-Kui & Wan, Shen & Li, Xiao-Lin & Kong, Dongmin, 2022. "Economic policy uncertainty and shadow banking: Firm-level evidence from China," Research in International Business and Finance, Elsevier, vol. 63(C).

    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. Kislat, Carmen & Menkhoff, Lukas & Neuberger, Doris, 2013. "The use of collateral in formal and informal lending," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79765, Verein für Socialpolitik / German Economic Association.
    2. Chala, Alemu Tulu & Forssbaeck, Jens, 2018. "Does Collateral Reduce Loan-Size Credit Rationing? Survey Evidence," Working Papers 2018:36, Lund University, Department of Economics.
    3. Yaldız Hanedar, Elmas & Broccardo, Eleonora & Bazzana, Flavio, 2014. "Collateral requirements of SMEs: The evidence from less-developed countries," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 106-121.
    4. Elmas Yaldiz Hanedar & Eleonora Broccardo & Flavio Bazzana, 2012. "Collateral Requirements of SMEs:The Evidence from Less–Developed Countries," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0034, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    5. Ioannidou, Vasso & Pavanini, Nicola & Peng, Yushi, 2022. "Collateral and asymmetric information in lending markets," Journal of Financial Economics, Elsevier, vol. 144(1), pages 93-121.
    6. Dias Duarte, Fábio & Matias Gama, Ana Paula & Paulo Esperança, José, 2017. "Collateral-based in SME lending: The role of business collateral and personal collateral in less-developed countries," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 406-422.
    7. Berger, Allen N. & Espinosa-Vega, Marco A. & Frame, W. Scott & Miller, Nathan H., 2011. "Why do borrowers pledge collateral? New empirical evidence on the role of asymmetric information," Journal of Financial Intermediation, Elsevier, vol. 20(1), pages 55-70, January.
    8. Allen N. Berger & W. Scott Frame & Vasso P. Ioannidou, 2011. "Reexamining the empirical relation between loan risk and collateral: the roles of collateral characteristics and types," FRB Atlanta Working Paper 2011-12, Federal Reserve Bank of Atlanta.
    9. Zhang, Xuan & Zhang, Yongmin & Scheffel, Eric & Zhao, Yang, 2022. "A key driver for the mixed relationship between loan risk premiums and collateral: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 83(C).
    10. Berger, Allen N. & Scott Frame, W. & Ioannidou, Vasso, 2011. "Tests of ex ante versus ex post theories of collateral using private and public information," Journal of Financial Economics, Elsevier, vol. 100(1), pages 85-97, April.
    11. Massimiliano Affinito & Fabiana Sabatini & Massimiliano Stacchini, 2021. "Collateral in bank lending during the financial crises:a borrower and a lender story," Temi di discussione (Economic working papers) 1352, Bank of Italy, Economic Research and International Relations Area.
    12. Tensie Steijvers & Wim Voordeckers & Koen Vanhoof, 2010. "Collateral, relationship lending and family firms," Small Business Economics, Springer, vol. 34(3), pages 243-259, April.
    13. Meles, Antonio & Porzio, Claudio & Sampagnaro, Gabriele & Starita, Maria Grazia & Verdoliva, Vincenzo, 2017. "Collateralization of business loans: Testing the prediction of theories," Research in International Business and Finance, Elsevier, vol. 42(C), pages 922-938.
    14. Geraldo Cerqueiro & Steven Ongena & Kasper Roszbach, 2016. "Collateralization, Bank Loan Rates, and Monitoring," Journal of Finance, American Finance Association, vol. 71(3), pages 1295-1322, June.
    15. Tensie Steijvers & Wim Voordeckers, 2009. "Collateral And Credit Rationing: A Review Of Recent Empirical Studies As A Guide For Future Research," Journal of Economic Surveys, Wiley Blackwell, vol. 23(5), pages 924-946, December.
    16. Andrea Bellucci & Alexander Borisov & Germana Giombini & Alberto Zazzaro, 2015. "Collateral and Local Lending: Testing the Lender-Based Theory," IAW Discussion Papers 119, Institut für Angewandte Wirtschaftsforschung (IAW).
    17. Aivazian, Varouj & Gu, Xinhua & Qiu, Jiaping & Huang, Bihong, 2015. "Loan collateral, corporate investment, and business cycle," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 380-392.
    18. Menkhoff, Lukas & Neuberger, Doris & Rungruxsirivorn, Ornsiri, 2012. "Collateral and its substitutes in emerging markets’ lending," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 817-834.
    19. Brick, Ivan E. & Palia, Darius, 2007. "Evidence of jointness in the terms of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 452-476, July.
    20. Christophe Godlewski & Laurent Weill, 2011. "Does Collateral Help Mitigate Adverse Selection? A Cross-Country Analysis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 49-78, October.

    More about this item

    Keywords

    Collateral; Loan risk; Entrusted loan; Shadow banking; Risk premium; Loan extension;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

    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:reveco:v:67:y:2020:i:c:p:42-54. 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/inca/620165 .

    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.