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Effectiveness of policy interventions during financial crises in China and Russia: Lessons for the COVID-19 pandemic

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  • Singh, Vikkram
  • Roca, Eduardo
  • Li, Bin

Abstract

We test the hypothesis that policy interventions in crisis periods are less effective when markets are integrated, drawing on China and Russia’s experience during the global financial crisis. We conduct an event study to examine the response of stock market returns and volatility to intervention efforts using DCC-GARCH and Markov Regime Switching Models. We then estimate the extent of integration of China and Russia with the US market and assess its impact on policy interventions’ effectiveness based on a regression framework. We find that interventions were effective in China but failed in Russia, where greater global links were evident. Our findings provide important policy lessons to address the impact of the current COVID-19 pandemic, given the increasing global market linkages.

Suggested Citation

  • Singh, Vikkram & Roca, Eduardo & Li, Bin, 2021. "Effectiveness of policy interventions during financial crises in China and Russia: Lessons for the COVID-19 pandemic," Journal of Policy Modeling, Elsevier, vol. 43(2), pages 253-277.
  • Handle: RePEc:eee:jpolmo:v:43:y:2021:i:2:p:253-277
    DOI: 10.1016/j.jpolmod.2021.01.004
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    as
    1. Ben S. Bernanke & Kenneth N. Kuttner, 2005. "What Explains the Stock Market's Reaction to Federal Reserve Policy?," Journal of Finance, American Finance Association, vol. 60(3), pages 1221-1257, June.
    2. Hussain, Saiful Izzuan & Li, Steven, 2015. "Modeling the distribution of extreme returns in the Chinese stock market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 263-276.
    3. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    4. Boyd, John H. & Smith, Bruce D., 1992. "Intermediation and the equilibrium allocation of investment capital : Implications for economic development," Journal of Monetary Economics, Elsevier, vol. 30(3), pages 409-432, December.
    5. Ben S. Bernanke & Mark Gertler, 2001. "Should Central Banks Respond to Movements in Asset Prices?," American Economic Review, American Economic Association, vol. 91(2), pages 253-257, May.
    6. Chan, Louis K C & Hamao, Yasushi & Lakonishok, Josef, 1991. "Fundamentals and Stock Returns in Japan," Journal of Finance, American Finance Association, vol. 46(5), pages 1739-1764, December.
    7. Hong, Harrison & Torous, Walter & Valkanov, Rossen, 2007. "Do industries lead stock markets?," Journal of Financial Economics, Elsevier, vol. 83(2), pages 367-396, February.
    8. Robert Schweitzer, 1989. "How do stock returns react to special events?," Business Review, Federal Reserve Bank of Philadelphia, issue Jul, pages 17-29.
    9. Anita Ratcliffe & Karl Taylor, 2015. "Who cares about stock market booms and busts? Evidence from data on mental health," Oxford Economic Papers, Oxford University Press, vol. 67(3), pages 826-845.
    10. Andrew Ang & Geert Bekaert, 2002. "International Asset Allocation With Regime Shifts," The Review of Financial Studies, Society for Financial Studies, vol. 15(4), pages 1137-1187.
    11. Kontonikas, Alexandros & Ioannidis, Christos, 2005. "Should monetary policy respond to asset price misalignments?," Economic Modelling, Elsevier, vol. 22(6), pages 1105-1121, December.
    12. Geert Bekaert & Michael Ehrmann & Marcel Fratzscher & Arnaud Mehl, 2014. "The Global Crisis and Equity Market Contagion," Journal of Finance, American Finance Association, vol. 69(6), pages 2597-2649, December.
    13. Morris Goldstein & Graciela Kaminsky & Carmen Reinhart, 2017. "Methodology and Empirical Results," World Scientific Book Chapters, in: TRADE CURRENCIES AND FINANCE, chapter 11, pages 397-436, World Scientific Publishing Co. Pte. Ltd..
    14. Grégory Claeys & Guntram B. Wolff, 2015. "Is globalisation reducing the ability of central banks to control inflation?," Policy Contributions 10843, Bruegel.
    15. Cassola, Nuno & Morana, Claudio, 2004. "Monetary policy and the stock market in the euro area," Journal of Policy Modeling, Elsevier, vol. 26(3), pages 387-399, April.
    16. Renée Fry-McKibbin & Cody Hsiao & Chrismin Tang, 2014. "Contagion and Global Financial Crises: Lessons from Nine Crisis Episodes," Open Economies Review, Springer, vol. 25(3), pages 521-570, July.
    17. Stijn Claessens & Lev Ratnovski & Manmohan Singh, 2012. "Shadow Banking; Economics and Policy," IMF Staff Discussion Notes 12/12, International Monetary Fund.
    18. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian, 2005. "Does financial liberalization spur growth?," Journal of Financial Economics, Elsevier, vol. 77(1), pages 3-55, July.
    19. Tamim Bayoumi & Giovanni Dell'Ariccia & Karl F Habermeier & Tommaso Mancini Griffoli & Fabian Valencia, 2014. "Monetary Policy in the New Normal," IMF Staff Discussion Notes 14/3, International Monetary Fund.
    20. John Beirne & Jana Gieck, 2014. "Interdependence and Contagion in Global Asset Markets," Review of International Economics, Wiley Blackwell, vol. 22(4), pages 639-659, September.
    21. repec:zbw:bofitp:2008_008 is not listed on IDEAS
    22. Chiang, Thomas C. & Jeon, Bang Nam & Li, Huimin, 2007. "Dynamic correlation analysis of financial contagion: Evidence from Asian markets," Journal of International Money and Finance, Elsevier, vol. 26(7), pages 1206-1228, November.
    23. Pu Shen, 2000. "The P/E ratio and stock market performance," Economic Review, Federal Reserve Bank of Kansas City, vol. 85(Q IV), pages 23-36.
    24. Dimitrios Subeniotis & Dimitrios Papadopoulos & Ioannis Tampakoudis & Athina Tampakoudi, 2011. "How Inflation, Market Capitalization, Industrial Production and the Economic Sentiment Indicator Affect the EU-12 Stock Markets," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 105-120.
    25. Catte, Pietro & Cova, Pietro & Pagano, Patrizio & Visco, Ignazio, 2011. "The role of macroeconomic policies in the global crisis," Journal of Policy Modeling, Elsevier, vol. 33(6), pages 787-803.
    26. Nasseh, Alireza & Strauss, Jack, 2000. "Stock prices and domestic and international macroeconomic activity: a cointegration approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(2), pages 229-245.
    27. Ben S. Bernanke & Mark Gertler, 1999. "Monetary policy and asset price volatility," Economic Review, Federal Reserve Bank of Kansas City, vol. 84(Q IV), pages 17-51.
    28. Maria Kasch & Massimiliano Caporin, 2013. "Volatility Threshold Dynamic Conditional Correlations: An International Analysis," Journal of Financial Econometrics, Oxford University Press, vol. 11(4), pages 706-742, September.
    29. Apanard P. Angkinand & Wanvimol Sawangngoenyuang & Clas Wihlborg, 2010. "Financial Liberalization and Banking Crises: A Cross‐Country Analysis," International Review of Finance, International Review of Finance Ltd., vol. 10(2), pages 263-292, June.
    30. Kristin J. Forbes & Menzie D. Chinn, 2004. "A Decomposition of Global Linkages in Financial Markets Over Time," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 705-722, August.
    31. Gjerde, Oystein & Saettem, Frode, 1999. "Causal relations among stock returns and macroeconomic variables in a small, open economy," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(1), pages 61-74, January.
    32. Su, Yuli & Yip, Yewmun & Wong, Rickie W., 2002. "The impact of government intervention on stock returns: Evidence from Hong Kong," International Review of Economics & Finance, Elsevier, vol. 11(3), pages 277-297.
    33. Mordecai Kurz & Hehui Jin & Maurizio Motolese, 2005. "Determinants of stock market volatility and risk premia," Annals of Finance, Springer, vol. 1(2), pages 109-147, July.
    34. Boubaker, Sabri & Jouini, Jamel & Lahiani, Amine, 2016. "Financial contagion between the US and selected developed and emerging countries: The case of the subprime crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 61(C), pages 14-28.
    35. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    36. Philip Bond & Itay Goldstein, 2015. "Government Intervention and Information Aggregation by Prices," Journal of Finance, American Finance Association, vol. 70(6), pages 2777-2812, December.
    37. Kearney, Colm & Lucey, Brian M., 2004. "International equity market integration: Theory, evidence and implications," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 571-583.
    38. Geert Bekaert & Campbell R. Harvey & Christian T. Lundblad & Stephan Siegel, 2011. "What Segments Equity Markets?," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 3841-3890.
    39. Day, Theodore E, 1984. "Real Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 39(2), pages 493-502, June.
    40. 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.
    41. Tatjana Dahlhaus, 2014. "Monetary Policy Transmission during Financial Crises: An Empirical Analysis," Staff Working Papers 14-21, Bank of Canada.
    42. Mr. Tamim Bayoumi & Mr. Giovanni Dell'Ariccia & Mr. Karl F Habermeier & Mr. Tommaso Mancini-Griffoli & Mr. Fabian Valencia, 2014. "Monetary Policy in the New Normal," IMF Staff Discussion Notes 2014/003, International Monetary Fund.
    43. Robert L. Hetzel, 2009. "Monetary policy in the 2008-2009 recession," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 95(Spr), pages 201-233.
    44. Aizenman, Joshua & Chinn, Menzie D. & Ito, Hiro, 2016. "Monetary policy spillovers and the trilemma in the new normal: Periphery country sensitivity to core country conditions," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 298-330.
    45. Dennis P. Quinn & Hans-Joachim Voth, 2008. "A Century of Global Equity Market Correlations," American Economic Review, American Economic Association, vol. 98(2), pages 535-540, May.
    46. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    47. Gravelle, Toni & Kichian, Maral & Morley, James, 2006. "Detecting shift-contagion in currency and bond markets," Journal of International Economics, Elsevier, vol. 68(2), pages 409-423, March.
    48. Liu, Dehong & Gu, Hongmei & Xing, Tiancai, 2016. "The meltdown of the Chinese equity market in the summer of 2015," International Review of Economics & Finance, Elsevier, vol. 45(C), pages 504-517.
    49. Hooy, Chee-Wooi & Lim, Kian-Ping, 2013. "Is market integration associated with informational efficiency of stock markets?," Journal of Policy Modeling, Elsevier, vol. 35(1), pages 29-44.
    50. Lee, Bong-Soo & Rui, Oliver M., 2002. "The dynamic relationship between stock returns and trading volume: Domestic and cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(1), pages 51-78, January.
    51. Chambet, Anthony & Gibson, Rajna, 2008. "Financial integration, economic instability and trade structure in emerging markets," Journal of International Money and Finance, Elsevier, vol. 27(4), pages 654-675, June.
    52. Anzoategui, Diego & Pería, María Soledad Martínez & Melecky, Martin, 2012. "Bank competition in Russia: An examination at different levels of aggregation," Emerging Markets Review, Elsevier, vol. 13(1), pages 42-57.
    53. Apanard P. Angkinand & Wanvimol Sawangngoenyuang & Clas Wihlborg, 2010. "Financial Liberalization and Banking Crises: A Cross-Country Analysis-super-," International Review of Finance, International Review of Finance Ltd., vol. 10(Financial), pages 263-292.
    54. Paul R. Masson, 1999. "Multiple equilibria, contagion, and the emerging market crises," Proceedings, Federal Reserve Bank of San Francisco, issue Sep.
    55. Louis T. W. Cheng & Joseph K. W. Fung & Kam C. Chan, 2000. "Pricing dynamics of index options and index futures in Hong Kong before and during the Asian financial crisis," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 20(2), pages 145-166, February.
    56. Bollerslev, Tim, 1987. "A Conditionally Heteroskedastic Time Series Model for Speculative Prices and Rates of Return," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 542-547, August.
    57. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    58. Hemche, Omar & Jawadi, Fredj & Maliki, Samir B. & Cheffou, Abdoulkarim Idi, 2016. "On the study of contagion in the context of the subprime crisis: A dynamic conditional correlation–multivariate GARCH approach," Economic Modelling, Elsevier, vol. 52(PA), pages 292-299.
    59. Mr. Stijn Claessens & Mr. Lev Ratnovski & Mr. Manmohan Singh, 2012. "Shadow Banking: Economics and Policy," IMF Staff Discussion Notes 2012/012, International Monetary Fund.
    60. Ioannidis, Christos & Kontonikas, Alexandros, 2008. "The impact of monetary policy on stock prices," Journal of Policy Modeling, Elsevier, vol. 30(1), pages 33-53.
    61. Shen, Chung-Hua, 2000. "Are the Effects of Monetary Policy Asymmetric? The Case of Taiwan," Journal of Policy Modeling, Elsevier, vol. 22(2), pages 197-218, March.
    62. Rangvid, Jesper, 2001. "Increasing convergence among European stock markets?: A recursive common stochastic trends analysis," Economics Letters, Elsevier, vol. 71(3), pages 383-389, June.
    63. Goodhart, Charles & Hofmann, Boris, 2000. "Financial Variables and the Conduct of Monetary Policy," Working Paper Series 112, Sveriges Riksbank (Central Bank of Sweden).
    64. Theophano Patra & Sunil Poshakwale, 2006. "Economic variables and stock market returns: evidence from the Athens stock exchange," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 993-1005.
    65. Gong, Shang-Chi & Lee, Tsong-Pei & Chen, Yea-Mow, 2004. "Crisis transmission: Some evidence from the Asian financial crisis," International Review of Financial Analysis, Elsevier, vol. 13(4), pages 463-478.
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    More about this item

    Keywords

    Event study; Market crisis; Policy intervention; Policy coordination; Markov regime switching; Dynamic conditional correlations; China; Russia;
    All these keywords.

    JEL classification:

    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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