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How Has the Global Financial Crisis Affected Syndicated Loan Terms in Emerging Markets? Evidence from China

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  • Guglielmo Maria Caporale
  • Suman Lodh
  • Monomita Nandy

Abstract

This paper examines the impact of the recent global financial crisis on the cost of debt capital (syndicated loans) in a leading emerging market, namely China, using difference-in-differences and GARCH approaches. Before the crisis China adopted banking reforms allowing entry of foreign banks and more domestic participation in the syndicated loan market. As a result, during the crisis the volume of syndicated loans grew steadily, in contrast to other countries. In addition, the amount of foreign syndicated loans decreased and average maturity increased compared to the pre-crisis period. Our findings provide useful information to policy makers to devise effective responses to financial crises.

Suggested Citation

  • Guglielmo Maria Caporale & Suman Lodh & Monomita Nandy, 2015. "How Has the Global Financial Crisis Affected Syndicated Loan Terms in Emerging Markets? Evidence from China," CESifo Working Paper Series 5353, CESifo.
    • Handle: RePEc:ces:ceswps:_5353
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    1. Giannetti, Mariassunta & Laeven, Luc, 2012. "The flight home effect: Evidence from the syndicated loan market during financial crises," Journal of Financial Economics, Elsevier, vol. 104(1), pages 23-43.
    2. repec:bla:jfinan:v:43:y:1988:i:2:p:375-96 is not listed on IDEAS
    3. Preece, Dianna & Mullineaux, Donald J., 1996. "Monitoring, loan renegotiability, and firm value: The role of lending syndicates," Journal of Banking & Finance, Elsevier, vol. 20(3), pages 577-593, April.
    4. Asli Demirguc-Kunt & Enrica Detragiache & Ouarda Merrouche, 2013. "Bank Capital: Lessons from the Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(6), pages 1147-1164, September.
    5. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    6. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    7. Dennis, Steven A. & Mullineaux, Donald J., 2000. "Syndicated Loans," Journal of Financial Intermediation, Elsevier, vol. 9(4), pages 404-426, October.
    8. Wenying Jiangli & Haluk Unal & Chiwon Yom, 2008. "Relationship Lending, Accounting Disclosure, and Credit Availability during the Asian Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 25-55, February.
    9. Robert N McCauley & San-Sau Fung & Blaise Gadanecz, 2002. "Integrating the finances of East Asia," BIS Quarterly Review, Bank for International Settlements, December.
    10. Benjamin C. Esty, 2001. "Structuring Loan Syndicates: A Case Study Of The Hong Kong Disneyland Project Loan," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(3), pages 80-95, September.
    11. Yener Altunbas & Blaise Gadanecz, 2004. "Developing Country Economic Structure and the Pricing of Syndicated Credits," Journal of Development Studies, Taylor & Francis Journals, vol. 40(5), pages 143-173.
    12. repec:zbw:bofitp:2010_004 is not listed on IDEAS
    13. Beltratti, Andrea & Stulz, Rene M., 2009. "Why Did Some Banks Perform Better during the Credit Crisis? A Cross-Country Study of the Impact of Governance and Regulation," Working Paper Series 2009-12, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    14. Allen N. Berger & Marco A. Espinosa‐Vega & W. Scott Frame & Nathan H. Miller, 2005. "Debt Maturity, Risk, and Asymmetric Information," Journal of Finance, American Finance Association, vol. 60(6), pages 2895-2923, December.
    15. Philip E. Strahan, 1999. "Borrower risk and the price and nonprice terms of bank loans," Staff Reports 90, Federal Reserve Bank of New York.
    16. Hervé Alexandre & Karima Bouaiss & Catherine Refait-Alexandre, 2014. "Banking Relationships and Syndicated Loans during the 2008 Financial Crisis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(1), pages 99-113, August.
    17. Alexander Popov & Neeltje van Horen, 2013. "The impact of sovereign debt exposure on bank lending: Evidence from the European debt crisis," DNB Working Papers 382, Netherlands Central Bank, Research Department.
    18. Hasan, Iftekhar & Wachtel, Paul & Zhou, Mingming, 2009. "Institutional development, financial deepening and economic growth: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 157-170, January.
    19. Chari, Murali D.R. & Banalieva, Elitsa R., 2015. "How do pro-market reforms impact firm profitability? The case of India under reform," Journal of World Business, Elsevier, vol. 50(2), pages 357-367.
    20. repec:bla:jfinan:v:59:y:2004:i:4:p:1447-1479 is not listed on IDEAS
    21. Sang Whi Lee & Donald J. Mullineaux, 2004. "Monitoring, Financial Distress, and the Structure of Commercial Lending Syndicates," Financial Management, Financial Management Association, vol. 33(3), Fall.
    22. Chava, Sudheer & Purnanandam, Amiyatosh, 2011. "The effect of banking crisis on bank-dependent borrowers," Journal of Financial Economics, Elsevier, vol. 99(1), pages 116-135, January.
    23. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    24. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    25. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2010. "The effects of focus versus diversification on bank performance: Evidence from Chinese banks," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1417-1435, July.
    26. Godlewski, Christophe J. & Weill, Laurent, 2008. "Syndicated loans in emerging markets," Emerging Markets Review, Elsevier, vol. 9(3), pages 206-219, September.
    27. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    28. Melnik, Arie & Plaut, Steven, 1986. "Loan Commitment Contracts, Terms of Lending, and Credit Allocation," Journal of Finance, American Finance Association, vol. 41(2), pages 425-435, June.
    29. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    30. Ralph De Haas & Neeltje Van Horen, 2012. "International Shock Transmission after the Lehman Brothers Collapse: Evidence from Syndicated Lending," American Economic Review, American Economic Association, vol. 102(3), pages 231-237, May.
    31. Bartoli, Francesca & Ferri, Giovanni & Murro, Pierluigi & Rotondi, Zeno, 2013. "Bank–firm relations and the role of Mutual Guarantee Institutions at the peak of the crisis," Journal of Financial Stability, Elsevier, vol. 9(1), pages 90-104.
    32. Anthony Coleman & Neil Esho & Ian Sharpe, 2006. "Does Bank Monitoring Influence Loan Contract Terms?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 30(2), pages 177-198, October.
    33. Emilia Bonaccorsi di Patti & Enrico Sette, 2012. "Bank balance sheets and the transmission of financial shocks to borrowers: evidence from the 2007-2008 crisis," Temi di discussione (Economic working papers) 848, Bank of Italy, Economic Research and International Relations Area.
    34. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    35. repec:cup:jfinqa:v:46:y:2011:i:06:p:1795-1830_00 is not listed on IDEAS
    36. repec:dau:papers:123456789/11665 is not listed on IDEAS
    37. Jonathan D. Jones & William W. Lang & Peter J. Nigro, 2005. "Agent Bank Behavior In Bank Loan Syndications," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 28(3), pages 385-402, September.
    38. Vitaly M. Bord & João A.C. Santos, 2014. "Banks' Liquidity and the Cost of Liquidity to Corporations," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 13-45, February.
    39. Miguel A. Ferreira & Pedro Matos, 2012. "Universal Banks and Corporate Control: Evidence from the Global Syndicated Loan Market," The Review of Financial Studies, Society for Financial Studies, vol. 25(9), pages 2703-2744.
    40. Focarelli, Dario & Pozzolo, Alberto Franco & Casolaro, Luca, 2008. "The pricing effect of certification on syndicated loans," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 335-349, March.
    41. Pessarossi, Pierre & Weill, Laurent, 2013. "Choice of corporate debt in China: The role of state ownership," China Economic Review, Elsevier, vol. 26(C), pages 1-16.
    42. Ralph De Haas & Neeltje Van Horen, 2012. "International shock transmission after the Lehman Brothers collapse – evidence from syndicated lending," Working Papers 142, European Bank for Reconstruction and Development, Office of the Chief Economist.
    43. Michael Young & Terence Tsai & Xinran Wang & Shubo Liu & David Ahlstrom, 2014. "Strategy in emerging economies and the theory of the firm," Asia Pacific Journal of Management, Springer, vol. 31(2), pages 331-354, June.
    44. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    45. Allen Berger & Robert DeYoung & Mark Flannery & David Lee & Özde Öztekin, 2008. "How Do Large Banking Organizations Manage Their Capital Ratios?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(2), pages 123-149, December.
    46. Richard A. Brealey & Ian A. Cooper & Michel A. Habib, 1996. "Using Project Finance To Fund Infrastructure Investments," Journal of Applied Corporate Finance, Morgan Stanley, vol. 9(3), pages 25-39, September.
    47. Ding, Cherng G. & Wu, Chiu-Hui & Chang, Pao-Long, 2013. "The influence of government intervention on the trajectory of bank performance during the global financial crisis: A comparative study among Asian economies," Journal of Financial Stability, Elsevier, vol. 9(4), pages 556-564.
    48. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    49. Max Bruche & Gerard Llobet, 2014. "Preventing Zombie Lending," The Review of Financial Studies, Society for Financial Studies, vol. 27(3), pages 923-956.
    50. Aron A. Gottesman & Gordon S. Roberts, 2004. "Maturity and Corporate Loan Pricing," The Financial Review, Eastern Finance Association, vol. 39(1), pages 55-77, February.
    51. Young, Michael N. & Ahlstrom, David & Bruton, Garry D. & Rubanik, Yuri, 2011. "What do firms from transition economies want from their strategic alliance partners?," Business Horizons, Elsevier, vol. 54(2), pages 163-174.
    52. Gabriel Chodorow-Reich, "undated". "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-09 Financial Crisis," Working Paper 90811, Harvard University OpenScholar.
    53. Ugo Albertazzi & Domenico J. Marchetti, 2010. "Credit supply, flight to quality and evergreening: an analysis of bank-firm relationships after Lehman," Temi di discussione (Economic working papers) 756, Bank of Italy, Economic Research and International Relations Area.
    54. Nicola Cetorelli & Linda S Goldberg, 2011. "Global Banks and International Shock Transmission: Evidence from the Crisis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 41-76, April.
    55. Fang, Yiwei & van Lelyveld, Iman, 2014. "Geographic diversification in banking," Journal of Financial Stability, Elsevier, vol. 15(C), pages 172-181.
    56. Young, Michael N. & Ahlstrom, David & Bruton, Garry D. & Rubanik, Yuri, 2011. "What do firms from transition economies want from their strategic alliance partners?," Business Horizons, Elsevier, vol. 54(2), pages 163-174, March.
    57. Jia, Chunxin, 2009. "The effect of ownership on the prudential behavior of banks - The case of China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 77-87, January.
    58. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    59. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    60. Nandy, Monomita & Lodh, Suman, 2012. "Do banks value the eco-friendliness of firms in their corporate lending decision? Some empirical evidence," International Review of Financial Analysis, Elsevier, vol. 25(C), pages 83-93.
    61. Michael Chui & Dietrich Domanski & Peter Kugler & Jimmy Shek, 2010. "The collapse of international bank finance during the crisis: evidence from syndicated loan markets," BIS Quarterly Review, Bank for International Settlements, September.
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    Cited by:

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    2. Luqiao Zhang & Biao Mi & Yun Shen & Liang Han, 2023. "When in Rome, do as the Romans do: loan syndication in a state-dominated market," Review of Quantitative Finance and Accounting, Springer, vol. 60(4), pages 1469-1494, May.
    3. Michael Machokoto & Geofry Areneke & Davis Nyangara, 2021. "Financial conservatism, firm value and international business risk: Evidence from emerging economies around the global financial crisis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4590-4608, July.

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    More about this item

    Keywords

    loan spread; loan amount; loan maturity; China; financial crisis;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • P34 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Finance

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