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Liquidity indicators, early warning signals in banks, and financial crises

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  • Chen, Ting-Hsuan
  • Lee, Chien-Chiang
  • Shen, Chung-Hua

Abstract

This research compares the performance of three liquidity indicators, namely liquidity ratio (LiqR), liquidity creation (LiqC) and net stable funding difference (NSFD), for sending early warning signals for distressed banks. Recent evidence has shown that LiqR appears incapable of measuring the liquidity condition of banks. However, LiqC and NSFD have not yet been fully examined. Thus, which indicator is more useful in an early warning model becomes an interesting issue. We classify distressed banks as banks that have experienced a bank run, bailout, or failure. Sample data are collected from the United States and the European Union from before and after the financial crisis. We then estimate model predictive value using the sample before the crisis to predict liquidity shortages. Evidence shows that the academic (LiqC) and officially recommended indicators (NSFD) outperform LiqR as early warning signals. Furthermore, LiqC performs best when banks actively engage in income diversification but not fund diversification. Therefore, a well income-diversified bank with high LiqC tends to have high distress probability in the next period.

Suggested Citation

  • Chen, Ting-Hsuan & Lee, Chien-Chiang & Shen, Chung-Hua, 2022. "Liquidity indicators, early warning signals in banks, and financial crises," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    • Handle: RePEc:eee:ecofin:v:62:y:2022:i:c:s1062940822000821
    DOI: 10.1016/j.najef.2022.101732
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    as
    1. Allen N. Berger & Christa H. S. Bouwman, 2009. "Bank Liquidity Creation," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3779-3837, September.
    2. Lee, Chien-Chiang & Wang, Chih-Wei, 2021. "Firms' cash reserve, financial constraint, and geopolitical risk," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    3. Chen, Ting-Hsuan & Shen, Chung-Hua & Wu, Meng-Wen & Huang, Kuo-Jui, 2021. "Effect of shadow banking on the relation between capital and liquidity creation," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 166-184.
    4. Huang, Rocco & Ratnovski, Lev, 2011. "The dark side of bank wholesale funding," Journal of Financial Intermediation, Elsevier, vol. 20(2), pages 248-263, April.
    5. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    6. Hsieh, Meng-Fen & Lee, Chien-Chiang, 2020. "Foreign bank lending during a crisis: The impact of financial regulations," Economic Systems, Elsevier, vol. 44(3).
    7. Demirgüç-Kunt, Asli & Huizinga, Harry, 2010. "Bank activity and funding strategies: The impact on risk and returns," Journal of Financial Economics, Elsevier, vol. 98(3), pages 626-650, December.
    8. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    9. López-Espinosa, Germán & Moreno, Antonio & Rubia, Antonio & Valderrama, Laura, 2012. "Short-term wholesale funding and systemic risk: A global CoVaR approach," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3150-3162.
    10. Pana, Elisabeta & Park, Jin & Query, Tim, 2010. "The impact of bank mergers on liquidity creation," Journal of Risk Management in Financial Institutions, Henry Stewart Publications, vol. 4(1), pages 74-96, December.
    11. Mr. Tigran Poghosyan & Mr. Martin Cihak, 2009. "Distress in European Banks: An Analysis Basedon a New Dataset," IMF Working Papers 2009/009, International Monetary Fund.
    12. Männasoo, Kadri & Mayes, David G., 2009. "Explaining bank distress in Eastern European transition economies," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 244-253, February.
    13. Allen N. Berger & Björn Imbierowicz & Christian Rauch, 2016. "The Roles of Corporate Governance in Bank Failures during the Recent Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(4), pages 729-770, June.
    14. Longcan Zou & Jim Huangnan Shen & Jun Zhang & Chien‐Chiang Lee, 2022. "What is the rationale behind China's infrastructure investment under the Belt and Road Initiative," Journal of Economic Surveys, Wiley Blackwell, vol. 36(3), pages 605-633, July.
    15. Calomiris, Charles W., 1999. "Building an incentive-compatible safety net," Journal of Banking & Finance, Elsevier, vol. 23(10), pages 1499-1519, October.
    16. Jiang, Xiaochen & Shen, Jim Huangnan & Lee, Chien-Chiang & Chen, Chong, 2021. "Supply-side structural reform and dynamic capital structure adjustment: Evidence from Chinese-listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    17. R. Alton Gilbert & Andrew P. Meyer & Mark D. Vaughan, 2000. "The role of a CAMEL downgrade model in bank surveillance," Working Papers 2000-021, Federal Reserve Bank of St. Louis.
    18. Berger, Allen N. & Bouwman, Christa H.S., 2017. "Bank liquidity creation, monetary policy, and financial crises," Journal of Financial Stability, Elsevier, vol. 30(C), pages 139-155.
    19. Chen, Mei-Ping & Chen, Pei-Fen & Lee, Chien-Chiang, 2014. "Frontier stock market integration and the global financial crisis," The North American Journal of Economics and Finance, Elsevier, vol. 29(C), pages 84-103.
    20. A. Kimhi, 1994. "Participation Of Farm Owners In Farm And Off‐Farm Work Including The Option Of Full‐Time Off‐Farm Work," Journal of Agricultural Economics, Wiley Blackwell, vol. 45(2), pages 232-239, May.
    21. Hsieh, Meng-Fen & Lee, Chien-Chiang & Lin, Yi-Ching, 2022. "New evidence on liquidity creation and bank capital: The roles of liquidity and political risk," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 778-794.
    22. Bourke, Philip, 1989. "Concentration and other determinants of bank profitability in Europe, North America and Australia," Journal of Banking & Finance, Elsevier, vol. 13(1), pages 65-79, March.
    23. Barrell, Ray & Davis, E. Philip & Karim, Dilruba & Liadze, Iana, 2010. "Bank regulation, property prices and early warning systems for banking crises in OECD countries," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2255-2264, September.
    24. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    25. Wu, Yizhong & Lee, Chien-Chiang & Lee, Chi-Chuan & Peng, Diyun, 2022. "Geographic proximity and corporate investment efficiency: Evidence from high-speed rail construction in China," Journal of Banking & Finance, Elsevier, vol. 140(C).
    26. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
    27. Chen, Ting-Hsuan & Lee, Chien-Chiang, 2020. "Spatial analysis of liquidity risk in China," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    28. Díaz, Violeta & Huang, Ying, 2017. "The role of governance on bank liquidity creation," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 137-156.
    29. Demirguc, Asli & Laeven, Luc & Levine, Ross, 2003. "The impact of bank regulations, concentration, and institutions on bank margins," Policy Research Working Paper Series 3030, The World Bank.
    30. Burns, Natasha & Minnick, Kristina & Smith, Aimee Hoffmann, 2021. "The role of directors with related supply chain industry experience in corporate acquisition decisions," Journal of Corporate Finance, Elsevier, vol. 67(C).
    31. Hong, Han & Huang, Jing-Zhi & Wu, Deming, 2014. "The information content of Basel III liquidity risk measures," Journal of Financial Stability, Elsevier, vol. 15(C), pages 91-111.
    32. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    33. Lee, Chien-Chiang & Hsieh, Meng-Fen, 2014. "Bank reforms, foreign ownership, and financial stability," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 204-224.
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    More about this item

    Keywords

    Liquidity indicators; Early warning signal; Banks; Financial crisis; Distress probability;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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