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Early warning system for risk of external liquidity shock in BRICS countries

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  • An, Hui
  • Wang, Hao
  • Delpachitra, Sarath
  • Cottrell, Simon
  • Yu, Xiao

Abstract

The early-warning system (EWS) is recognized in the literature as a method of detecting crises prior to events and to reduce false alarms of possible crises. This study constructs an EWS for BRICS (Brazil, Russia, India, China, and South Africa) countries to examine the risk of an external liquidity shock. The EWS index incorporates the sources, channels, and effects of shock in order to capture the key aspects of shock within the past 18 years. The findings show that the index peaks during financial crises. We then assess the predictive power of the EWS using an ARMA-GARCH model, which shows that Brazil, India, and South Africa are at great risk of shocks whereas China and Russia have relatively moderate risk in the coming years. The overall results highlight the importance of establishment of an EWS for countries such as Brazil, India, South Africa and other developing countries that have been struggling to cope up with the Covid 19 pandemic.

Suggested Citation

  • An, Hui & Wang, Hao & Delpachitra, Sarath & Cottrell, Simon & Yu, Xiao, 2022. "Early warning system for risk of external liquidity shock in BRICS countries," Emerging Markets Review, Elsevier, vol. 51(PA).
  • Handle: RePEc:eee:ememar:v:51:y:2022:i:pa:s1566014121000868
    DOI: 10.1016/j.ememar.2021.100878
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    as
    1. Dawood, Mary & Horsewood, Nicholas & Strobel, Frank, 2017. "Predicting sovereign debt crises: An Early Warning System approach," Journal of Financial Stability, Elsevier, vol. 28(C), pages 16-28.
    2. 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.
    3. Anaya, Pablo & Hachula, Michael & Offermanns, Christian J., 2017. "Spillovers of U.S. unconventional monetary policy to emerging markets: The role of capital flows," Journal of International Money and Finance, Elsevier, vol. 73(PB), pages 275-295.
    4. Agosin, Manuel R. & Huaita, Franklin, 2012. "Overreaction in capital flows to emerging markets: Booms and sudden stops," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 1140-1155.
    5. Davis, J. Scott & Van Wincoop, Eric, 2018. "Globalization and the increasing correlation between capital inflows and outflows," Journal of Monetary Economics, Elsevier, vol. 100(C), pages 83-100.
    6. Ouyang, Zi-sheng & Yang, Xi-te & Lai, Yongzeng, 2021. "Systemic financial risk early warning of financial market in China using Attention-LSTM model," The North American Journal of Economics and Finance, Elsevier, vol. 56(C).
    7. Kremer, Manfred & Lo Duca, Marco & Holló, Dániel, 2012. "CISS - a composite indicator of systemic stress in the financial system," Working Paper Series 1426, European Central Bank.
    8. Suh, Sangwon, 2017. "Sudden stops of capital flows to emerging markets: A new prediction approach," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 289-308.
    9. Janus, Thorsten & Riera-Crichton, Daniel, 2013. "International gross capital flows: New uses of balance of payments data and application to financial crises," Journal of Policy Modeling, Elsevier, vol. 35(1), pages 16-28.
    10. Alessi, Lucia & Detken, Carsten, 2011. "Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity," European Journal of Political Economy, Elsevier, vol. 27(3), pages 520-533, September.
    11. Illing, Mark & Liu, Ying, 2006. "Measuring financial stress in a developed country: An application to Canada," Journal of Financial Stability, Elsevier, vol. 2(3), pages 243-265, October.
    12. Jeffrey D. Sachs & Aaron Tornell & Andrés Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1), pages 147-216.
    13. repec:ecb:ecbwps:20111426 is not listed on IDEAS
    14. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    15. Hyun Song Shin, 2014. "The Second Phase of Global Liquidity and Its Impact on Emerging Economies," Palgrave Macmillan Books, in: Kyuil Chung & Soyoung Kim & Hail Park & Changho Choi & Hyun Song Shin (ed.), Volatile Capital Flows in Korea, chapter 10, pages 247-257, Palgrave Macmillan.
    16. Martínez, Juan Francisco & Oda, Daniel, 2021. "Characterization of the Chilean financial cycle, early warning indicators and implications for macro-prudential policies," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 2(1).
    17. 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.
    18. Silvia Miranda-Agrippino & Hélène Rey, 2020. "U.S. Monetary Policy and the Global Financial Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2754-2776.
    19. Dooley, Michael & Hutchison, Michael, 2009. "Transmission of the U.S. subprime crisis to emerging markets: Evidence on the decoupling-recoupling hypothesis," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1331-1349, December.
    20. Erlend Nier & Tahsin Saadi Sedik & Tomas Mondino, 2014. "Gross Private Capital Flows to Emerging Markets: Can the Global Financial Cycle Be Tamed?," IMF Working Papers 2014/196, International Monetary Fund.
    21. Mr. Philippe D Karam & Ouarda Merrouche & Moez Souissi & Ms. Rima A Turk, 2014. "The Transmission of Liquidity Shocks: The Role of Internal Capital Markets and Bank Funding Strategies," IMF Working Papers 2014/207, International Monetary Fund.
    22. Sarno, Lucio & Taylor, Mark P., 1999. "Moral hazard, asset price bubbles, capital flows, and the East Asian crisis:: the first tests," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 637-657, August.
    23. Zigraiova, Diana & Jakubik, Petr, 2015. "Systemic event prediction by an aggregate early warning system: An application to the Czech Republic," Economic Systems, Elsevier, vol. 39(4), pages 553-576.
    24. Park, Cyn-Young & Mercado, Rogelio V., 2014. "Determinants of financial stress in emerging market economies," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 199-224.
    25. Aiyar, Shekhar, 2011. "How did the crisis in international funding markets affect bank lending? Balance sheet evidence from the United Kingdom," Bank of England working papers 424, Bank of England.
    26. Valentina Bruno & Hyun Song Shin, 2015. "Cross-Border Banking and Global Liquidity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 535-564.
    27. Craig S. Hakkio & William R. Keeton, 2009. "Financial stress: what is it, how can it be measured, and why does it matter?," Economic Review, Federal Reserve Bank of Kansas City, vol. 94(Q II), pages 5-50.
    28. Ravi Balakrishnan & Stephan Danninger & Selim Elekdag & Irina Tytell, 2011. "The Transmission of Financial Stress from Advanced to Emerging Economies," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-68, May.
    29. Samitas, Aristeidis & Kampouris, Elias & Kenourgios, Dimitris, 2020. "Machine learning as an early warning system to predict financial crisis," International Review of Financial Analysis, Elsevier, vol. 71(C).
    30. Helene Rey, 2013. "Dilemma not trilemma: the global cycle and monetary policy independence," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 1-2.
    31. Lang, Michael & Schmidt, Paul G., 2016. "The early warnings of banking crises: Interaction of broad liquidity and demand deposits," Journal of International Money and Finance, Elsevier, vol. 61(C), pages 1-29.
    32. Cardarelli, Roberto & Elekdag, Selim & Lall, Subir, 2011. "Financial stress and economic contractions," Journal of Financial Stability, Elsevier, vol. 7(2), pages 78-97, June.
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