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Evaluating corporate credit risks in emerging markets

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  • Dodd, Olga
  • Kalimipalli, Madhu
  • Chan, Wing

Abstract

Corporate leverage among emerging market firms went up considerably after the 2007–09 Global Financial Crisis (GFC). We investigate how the increased emerging market corporate leverage in the post-GFC period (2010–15) impacted the underlying credit risk, compared to the pre-GFC (2002–2006) and GFC (2007–09) periods. Using firm-level credit risk, financial, and balance sheet data for 350 firms in 23 emerging markets, we find that leverage growth leads to a significant increase in corporate credit default swap (CDS) spreads only in the post-GFC period, and the incremental effect is mainly evident among risky firms (firms with high leverage and idiosyncratic volatility). In contrast, emerging market CDS spreads during the GFC period are mainly driven by global market risk factors. The post-GFC corporate debt vulnerability is mitigated for high growth prospect firms and firms domiciled in countries with high net capital inflows and superior governance. While corporate leverage growth impacts aggregate corporate credit risk, there is no evidence that it increases sovereign credit risk. Our paper contributes to the recent literature on potential sources of default risk in emerging markets.

Suggested Citation

  • Dodd, Olga & Kalimipalli, Madhu & Chan, Wing, 2021. "Evaluating corporate credit risks in emerging markets," International Review of Financial Analysis, Elsevier, vol. 73(C).
  • Handle: RePEc:eee:finana:v:73:y:2021:i:c:s1057521920302532
    DOI: 10.1016/j.irfa.2020.101610
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    1. Tillmann, Peter, 2016. "Unconventional monetary policy and the spillovers to emerging markets," Journal of International Money and Finance, Elsevier, vol. 66(C), pages 136-156.
    2. Agoraki, Maria-Eleni K. & Delis, Manthos D. & Pasiouras, Fotios, 2011. "Regulations, competition and bank risk-taking in transition countries," Journal of Financial Stability, Elsevier, vol. 7(1), pages 38-48, January.
    3. Robert Deyoung & Anne Gron & Gӧkhan Torna & Andrew Winton, 2015. "Risk Overhang and Loan Portfolio Decisions: Small Business Loan Supply before and during the Financial Crisis," Journal of Finance, American Finance Association, vol. 70(6), pages 2451-2488, December.
    4. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
    5. Olivier Blanchard & Jonathan D. Ostry & Atish R. Ghosh & Marcos Chamon, 2017. "Are Capital Inflows Expansionary or Contractionary? Theory, Policy Implications, and Some Evidence," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 65(3), pages 563-585, August.
    6. Bedendo, Mascia & Colla, Paolo, 2015. "Sovereign and corporate credit risk: Evidence from the Eurozone," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 34-52.
    7. Joshua Coval & Jakub Jurek & Erik Stafford, 2009. "The Economics of Structured Finance," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 3-25, Winter.
    8. Eichengreen, Barry & Gupta, Poonam, 2015. "Tapering talk: The impact of expectations of reduced Federal Reserve security purchases on emerging markets," Emerging Markets Review, Elsevier, vol. 25(C), pages 1-15.
    9. Ericsson, Jan & Jacobs, Kris & Oviedo, Rodolfo, 2009. "The Determinants of Credit Default Swap Premia," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(1), pages 109-132, February.
    10. Michael Chui & Ingo Fender & Vladyslav Sushko, 2014. "Risks related to EME corporate balance sheets: the role of leverage and currency mismatch," BIS Quarterly Review, Bank for International Settlements, September.
    11. Tobias Adrian & Hyun Song Shin, 2010. "The changing nature of financial intermediation and the financial crisis of 2007-09," Staff Reports 439, Federal Reserve Bank of New York.
    12. Breitenfellner, Bastian & Wagner, Niklas, 2012. "Explaining aggregate credit default swap spreads," International Review of Financial Analysis, Elsevier, vol. 22(C), pages 18-29.
    13. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    14. John Y. Campbell & Glen B. Taksler, 2003. "Equity Volatility and Corporate Bond Yields," Journal of Finance, American Finance Association, vol. 58(6), pages 2321-2350, December.
    15. Tang, Dragon Yongjun & Yan, Hong, 2010. "Market conditions, default risk and credit spreads," Journal of Banking & Finance, Elsevier, vol. 34(4), pages 743-753, April.
    16. Aivazian, Varouj A. & Ge, Ying & Qiu, Jiaping, 2005. "The impact of leverage on firm investment: Canadian evidence," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 277-291, March.
    17. Arvind Krishnamurthy, 2010. "How Debt Markets Have Malfunctioned in the Crisis," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 3-28, Winter.
    18. Michael Chui & Emese Kuruc & Philip Turner, 2016. "A new dimension to currency mismatches in the emerging markets - non-financial companies," BIS Working Papers 550, Bank for International Settlements.
    19. Miller, Darius P. & Puthenpurackal, John J., 2002. "The Costs, Wealth Effects, and Determinants of International Capital Raising: Evidence from Public Yankee Bonds," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 455-485, October.
    20. Pierre-Olivier Gourinchas & Maurice Obstfeld, 2012. "Stories of the Twentieth Century for the Twenty-First," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 226-265, January.
    21. Stefan Avdjiev & Michael Chui & Hyun Song Shin, 2014. "Non-financial corporations from emerging market economies and capital flows," BIS Quarterly Review, Bank for International Settlements, December.
    22. Das, Sanjiv R. & Hanouna, Paul & Sarin, Atulya, 2009. "Accounting-based versus market-based cross-sectional models of CDS spreads," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 719-730, April.
    23. Franck Packer & Haibin Zhu, 2005. "Contractual terms and CDS pricing," BIS Quarterly Review, Bank for International Settlements, March.
    24. Philip Turner, 2014. "The global long-term interest rate, financial risks and policy choices in EMEs," BIS Working Papers 441, Bank for International Settlements.
    25. Zinna, Gabriele, 2014. "Identifying risks in emerging market sovereign and corporate bond spreads," Emerging Markets Review, Elsevier, vol. 20(C), pages 1-22.
    26. Ağca, Şenay & Celasun, Oya, 2012. "Sovereign debt and corporate borrowing costs in emerging markets," Journal of International Economics, Elsevier, vol. 88(1), pages 198-208.
    27. Daniel O. Beltran & Christopher G. Collins, 2018. "How Vulnerable are EME Corporates?," IFDP Notes 2018-06-19, Board of Governors of the Federal Reserve System (U.S.).
    28. Tobias Adrian & Hyun Song Shin, 2010. "The Changing Nature of Financial Intermediation and the Financial Crisis of 2007–2009," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 603-618, September.
    29. 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.
    30. Alfaro, Laura & Asis, Gonzalo & Chari, Anusha & Panizza, Ugo, 2019. "Corporate debt, firm size and financial fragility in emerging markets," Journal of International Economics, Elsevier, vol. 118(C), pages 1-19.
    31. Frederic S. Mishkin, 1999. "Global Financial Instability: Framework, Events, Issues," Journal of Economic Perspectives, American Economic Association, vol. 13(4), pages 3-20, Fall.
    32. Claessens, Stijn & Yurtoglu, B. Burcin, 2013. "Corporate governance in emerging markets: A survey," Emerging Markets Review, Elsevier, vol. 15(C), pages 1-33.
    33. repec:elg:eebook:14347 is not listed on IDEAS
    34. Daniel O. Beltran & Keshav Garud & Aaron Rosenblum, 2017. "Emerging Market Nonfinancial Corporate Debt : How Concerned Should We Be?," IFDP Notes 2017-06-01, Board of Governors of the Federal Reserve System (U.S.).
    35. Hyun-Han Shin & Rene M. Stulz, 2000. "Firm Value, Risk, and Growth Opportunities," NBER Working Papers 7808, National Bureau of Economic Research, Inc.
    36. Popov, Alexander & Udell, Gregory F., 2012. "Cross-border banking, credit access, and the financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 147-161.
    37. Long Chen & David A. Lesmond & Jason Wei, 2007. "Corporate Yield Spreads and Bond Liquidity," Journal of Finance, American Finance Association, vol. 62(1), pages 119-149, February.
    38. Huang, Alan G. & Kalimipalli, Madhu & Nayak, Subhankar & Ramchand, Latha, 2019. "Risk mitigation by institutional participants in the secondary market: Evidence from foreign Rule 144A debt market," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 202-221.
    39. Alessio Saretto & Heather E. Tookes, 2013. "Corporate Leverage, Debt Maturity, and Credit Supply: The Role of Credit Default Swaps," The Review of Financial Studies, Society for Financial Studies, vol. 26(5), pages 1190-1247.
    40. Wang, Hao & Zhou, Hao & Zhou, Yi, 2013. "Credit default swap spreads and variance risk premia," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3733-3746.
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    4. Yfanti, Stavroula & Karanasos, Menelaos & Zopounidis, Constantin & Christopoulos, Apostolos, 2023. "Corporate credit risk counter-cyclical interdependence: A systematic analysis of cross-border and cross-sector correlation dynamics," European Journal of Operational Research, Elsevier, vol. 304(2), pages 813-831.

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