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Synchronization in Cycles of China and India During Recent Crises: A Markov Switching Analysis

Author

Listed:
  • Pami Dua

    (Department of Economics, Delhi School of Economics
    Indian Institute of Foreign Trade)

  • Divya Tuteja

    (Department of Economics, Delhi School of Economics
    Indian Institute of Foreign Trade)

Abstract

We study the impact of recent crisis episodes viz. the Great Recession of 2007–09, the Euro Area crisis of 2010–12 and the COVID-19 pandemic of 2020–21 on the Emerging Market Economies (EMEs) of China and India using data from January, 1986 till June, 2021. A Markov-switching (MS) analysis is applied to discern economy-specific cycles/regimes and common cycles/regimes in the growth rates of the economies. We apply the univariate MS Autoregressive (MS-AR) model to characterize country-specific negative growth, moderate growth and high growth regimes of China and India. We examine the extent of overlap of the identified regimes with the Great Recession, the Eurozone crisis, and the COVID-19 pandemic. Thereafter, we study the regimes depicting common phases in growth rates of China-India and China-India-US by using multivariate MS Vector Autoregressive (MS-VAR) models. The multivariate analysis shows the presence of common negative growth during the turbulent periods during the study period. These results can be explained by the existence of strong trade and financial linkages between the two EMEs and the Advanced economies. The pandemic triggered a recession in the Chinese, Indian and U.S. economies and its impact on growth is much worse than the Great Recession and the Eurozone crises.

Suggested Citation

  • Pami Dua & Divya Tuteja, 2023. "Synchronization in Cycles of China and India During Recent Crises: A Markov Switching Analysis," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 21(2), pages 317-337, June.
  • Handle: RePEc:spr:jqecon:v:21:y:2023:i:2:d:10.1007_s40953-023-00343-0
    DOI: 10.1007/s40953-023-00343-0
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    1. Balke, Nathan S & Fomby, Thomas B, 1997. "Threshold Cointegration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(3), pages 627-645, August.
    2. Domenico Giannone & Michele Lenza & Lucrezia Reichlin, 2011. "Market Freedom and the Global Recession," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 111-135, April.
    3. 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.
    4. Berkmen, S. Pelin & Gelos, Gaston & Rennhack, Robert & Walsh, James P., 2012. "The global financial crisis: Explaining cross-country differences in the output impact," Journal of International Money and Finance, Elsevier, vol. 31(1), pages 42-59.
    5. repec:oup:ecpoli:v:26:y:2011:i:66:p:285-342 is not listed on IDEAS
    6. Gita Gopinath & Oleg Itskhoki & Brent Neiman, 2011. "Trade Prices and the Global Trade Collapse of 2008-2009," NBER Working Papers 17594, National Bureau of Economic Research, Inc.
    7. Jean Imbs, 2010. "The First Global Recession in Decades," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(2), pages 327-354, December.
    8. Charles Gore, 2010. "The global recession of 2009 in a long-term development perspective," Journal of International Development, John Wiley & Sons, Ltd., vol. 22(6), pages 714-738.
    9. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "Recovery from Financial Crises: Evidence from 100 Episodes," American Economic Review, American Economic Association, vol. 104(5), pages 50-55, May.
    10. Chor, Davin & Manova, Kalina, 2012. "Off the cliff and back? Credit conditions and international trade during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 117-133.
    11. Fidrmuc, Jarko & Korhonen, Iikka, 2010. "The impact of the global financial crisis on business cycles in Asian emerging economies," Journal of Asian Economics, Elsevier, vol. 21(3), pages 293-303, June.
    12. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    13. Anirvan Banerji & Pami Dua, 2010. "Synchronisation of Recessions in Major Developed and Emerging Economies," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(2), pages 197-223, May.
    14. Gopinath, Gita & Itskhoki, Oleg & Neiman, Brent, 2012. "Trade Prices and the Global Trade Collapse of 2008–09," Scholarly Articles 11988099, Harvard University Department of Economics.
    15. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    16. Olivier J. Blanchard & Mitali Das & Hamid Faruqee, 2010. "The Initial Impact of the Crisis on Emerging Market Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(1 (Spring), pages 263-323.
    17. 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.
    18. Gita Gopinath & Oleg Itskhoki & Brent Neiman, 2012. "Trade Prices and the Global Trade Collapse of 2008–09," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(3), pages 303-328, September.
    19. Gian-Maria Milesi-Ferretti & Cédric Tille, 2011. "The great retrenchment: international capital flows during the global financial crisis [‘The great trade collapse: what caused it and what does it mean?’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 289-346.
    20. Pami Dua & Vineeta Sharma, 2016. "A comparison of economic indicator analysis and Markov switching methods concerning the cycle phase dynamics: report," OECD Journal: Journal of Business Cycle Measurement and Analysis, OECD Publishing, Centre for International Research on Economic Tendency Surveys, vol. 2015(2), pages 1-27.
    21. Laurence Ball, 2014. "Long-term damage from the Great Recession in OECD countries," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 11(2), pages 149-160, September.
    22. Checherita-Westphal, Cristina & Rother, Philipp, 2012. "The impact of high government debt on economic growth and its channels: An empirical investigation for the euro area," European Economic Review, Elsevier, vol. 56(7), pages 1392-1405.
    23. Lin, Chien-Fu Jeff & Terasvirta, Timo, 1994. "Testing the constancy of regression parameters against continuous structural change," Journal of Econometrics, Elsevier, vol. 62(2), pages 211-228, June.
    24. Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
    25. Eichengreen, Barry & Jung, Naeun & Moch, Stephen & Mody, Ashoka, 2014. "The Eurozone Crisis: Phoenix Miracle or Lost Decade?," Journal of Macroeconomics, Elsevier, vol. 39(PB), pages 288-308.
    26. Rudolfs Bems & Robert C Johnson & Kei-Mu Yi, 2010. "Demand Spillovers and the Collapse of Trade in the Global Recession," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(2), pages 295-326, December.
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    More about this item

    Keywords

    Great Recession; Eurozone Crisis; COVID-19; China; India; Economic Growth; Markov Switching;
    All these keywords.

    JEL classification:

    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles
    • G01 - Financial Economics - - General - - - Financial Crises

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