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Lending technology and credit risk under different types of loans to SMEs: Evidence from China

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  • Song, Zhuo-lin
  • Zhang, Xiao-mei

Abstract

This paper analyses lending to small and medium-sized enterprises (SMEs), including the lending technologies used and the default risks for loans of different types using loan data on Chinese unlisted SMEs from 2010 to 2013. We find that both credit loans and third-party-guaranteed loans are examples of transaction lending. However, due to the risk-sharing mechanism, the lending technology used by banks for third-party-guaranteed loans is not a common transaction lending technology. In terms of default risk, there is no significant difference between credit loans and collateralized loans. In contrast, the default risk for third-party-guaranteed loans is higher.

Suggested Citation

  • Song, Zhuo-lin & Zhang, Xiao-mei, 2018. "Lending technology and credit risk under different types of loans to SMEs: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 43-69.
  • Handle: RePEc:eee:reveco:v:57:y:2018:i:c:p:43-69
    DOI: 10.1016/j.iref.2018.02.012
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    1. Berlin, Mitchell & Mester, Loretta J., 1998. "On the profitability and cost of relationship lending," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 873-897, August.
    2. Berger, Allen N. & Udell, Gregory F., 2005. "A more complete conceptual framework for financing of small and medium enterprises," Policy Research Working Paper Series 3795, The World Bank.
    3. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    4. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    5. Orgler, Yair E, 1970. "A Credit Scoring Model for Commercial Loans," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 2(4), pages 435-445, November.
    6. Uesugi, Iichiro & Sakai, Koji & Yamashiro, Guy M., 2010. "The Effectiveness of Public Credit Guarantees in the Japanese Loan Market," Journal of the Japanese and International Economies, Elsevier, vol. 24(4), pages 457-480, December.
    7. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    8. 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.
    9. Jimenez, Gabriel & Salas, Vicente & Saurina, Jesus, 2006. "Determinants of collateral," Journal of Financial Economics, Elsevier, vol. 81(2), pages 255-281, August.
    10. Edward I. Altman & Gabriele Sabato, 2013. "MODELING CREDIT RISK FOR SMEs: EVIDENCE FROM THE US MARKET," World Scientific Book Chapters, in: Oliviero Roggi & Edward I Altman (ed.), Managing and Measuring Risk Emerging Global Standards and Regulations After the Financial Crisis, chapter 9, pages 251-279, World Scientific Publishing Co. Pte. Ltd..
    11. 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.
    12. Pozzolo, Alberto Franco, 2004. "The Role of Guarantees in Bank Lending," Economics & Statistics Discussion Papers esdp04021, University of Molise, Department of Economics.
    13. Manove, Michael & Padilla, A Jorge & Pagano, Marco, 2001. "Collateral versus Project Screening: A Model of Lazy Banks," RAND Journal of Economics, The RAND Corporation, vol. 32(4), pages 726-744, Winter.
    14. 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.
    15. Ono, Arito & Uesugi, Iichiro & Yasuda, Yukihiro, 2013. "Are lending relationships beneficial or harmful for public credit guarantees? Evidence from Japan's Emergency Credit Guarantee Program," Journal of Financial Stability, Elsevier, vol. 9(2), pages 151-167.
    16. 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.
    17. Taeyoung Doh & Keunkwan Ryu, 2004. "Analysis of loan guarantees among the Korean Chaebol affiliates," International Economic Journal, Taylor & Francis Journals, vol. 18(2), pages 161-178.
    18. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    19. Ciampi, Francesco, 2015. "Corporate governance characteristics and default prediction modeling for small enterprises. An empirical analysis of Italian firms," Journal of Business Research, Elsevier, vol. 68(5), pages 1012-1025.
    20. Cole, Rebel A., 1998. "The importance of relationships to the availability of credit," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 959-977, August.
    21. Kenshi Taketa & Gregory F. Udell, 2007. "Lending Channels and Financial Shocks: The Case of Small and Medium-Sized Enterprise Trade Credit and the Japanese Banking Crisis," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 25(2), pages 1-44, November.
    22. Harhoff, Dietmar & Körting, Timm, 1998. "Lending Relationships in Germany: Empirical Results from Survey Data," CEPR Discussion Papers 1917, C.E.P.R. Discussion Papers.
    23. Jonathan Scott, 2004. "Small Business and the Value of Community Financial Institutions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(2), pages 207-230, April.
    24. Leonardo Becchetti & Maria Melody Garcia & Giovanni Trovato, 2011. "Credit Rationing and Credit View: Empirical Evidence from an Ethical Bank in Italy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(6), pages 1217-1245, September.
    25. Raymond Posey & Alan K. Reichert, 2011. "Terms Of Lending For Small Business Lines Of Credit: The Role Of Loan Guarantees," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 5(1), pages 91-102.
    26. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    27. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
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    Cited by:

    1. Zhang, Xuan & Zhao, Yang & Yao, Xiao, 2022. "Forecasting corporate default risk in China," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1054-1070.
    2. Zhang, Wen & Yan, Shaoshan & Li, Jian & Tian, Xin & Yoshida, Taketoshi, 2022. "Credit risk prediction of SMEs in supply chain finance by fusing demographic and behavioral data," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
    3. Guangyu Huang & Fei Ye & Yina Li & Lujie Chen & Minhao Zhang, 2023. "Corporate social responsibility and bank credit loans: Exploring the moderating effect of the institutional environment in China," Asia Pacific Journal of Management, Springer, vol. 40(2), pages 707-742, June.
    4. Peng Tong & Chao Zhao & Huaqing Wang, 2019. "Research on the Survival and Sustainable Development of Small and Medium-Sized Enterprises in China under the Background of Low-Carbon Economy," Sustainability, MDPI, vol. 11(5), pages 1-17, February.
    5. Wang, Huiqi & Yuan, Wei & Yuan, George, 2022. "The mechanism for SMEs growth by applying stochastic dynamical approach," Finance Research Letters, Elsevier, vol. 48(C).
    6. Song, Hua & Yang, Xuan & Yu, Kangkang, 2020. "How do supply chain network and SMEs’ operational capabilities enhance working capital financing? An integrative signaling view," International Journal of Production Economics, Elsevier, vol. 220(C).
    7. Zhang, Xuan & Ouyang, Ruolan & Liu, Ding & Xu, Liao, 2020. "Determinants of corporate default risk in China: The role of financial constraints," Economic Modelling, Elsevier, vol. 92(C), pages 87-98.
    8. Zeng, Jing & Wang, Xiongyuan & Xiao, Min, 2019. "The impact of government property right law on collateral loans: A quasi-natural experiment based on the enactment of Chinese property law," International Review of Economics & Finance, Elsevier, vol. 63(C), pages 273-283.

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    More about this item

    Keywords

    Lending technology; Transaction lending; Soft information; Hard information; Default risk;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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