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On foreign drivers of emerging markets fluctuations

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  • Bajraj, Gent
  • Lorca, Jorge
  • Wlasiuk, Juan M.

Abstract

We quantify the fraction of business cycles fluctuations in emerging markets explained by the combined dynamics of a set of common external drivers. By means of specific constraints on a state-space model fitted to a panel of real, financial and commodity price data for twelve emerging economies, we single out financial, commodity and growth common factors driving jointly a third of GDP fluctuations. Our partition of foreign shocks faced by emerging markets offers new insights into the primitive sources of emerging market cycles and feeds policy discussions in terms of the effects of global financial cycles versus commodity prices. Even when we control for the presence of financial cycles, fluctuations in commodity prices play a predominant role on the performance of emerging markets.

Suggested Citation

  • Bajraj, Gent & Lorca, Jorge & Wlasiuk, Juan M., 2023. "On foreign drivers of emerging markets fluctuations," Economic Modelling, Elsevier, vol. 129(C).
  • Handle: RePEc:eee:ecmode:v:129:y:2023:i:c:s0264999323003450
    DOI: 10.1016/j.econmod.2023.106533
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    1. Carmen M. Reinhart & Vincent Reinhart & Christoph Trebesch, 2016. "Global Cycles: Capital Flows, Commodities, and Sovereign Defaults, 1815-2015," American Economic Review, American Economic Association, vol. 106(5), pages 574-580, May.
    2. Choi, Woon Gyu & Kang, Taesu & Kim, Geun-Young & Lee, Byongju, 2017. "Global liquidity transmission to emerging market economies, and their policy responses," Journal of International Economics, Elsevier, vol. 109(C), pages 153-166.
    3. Simona Delle Chiaie & Laurent Ferrara & Domenico Giannone, 2022. "Common factors of commodity prices," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(3), pages 461-476, April.
    4. Fernández, Andrés & González, Andrés & Rodríguez, Diego, 2018. "Sharing a ride on the commodities roller coaster: Common factors in business cycles of emerging economies," Journal of International Economics, Elsevier, vol. 111(C), pages 99-121.
    5. Almansour, Aseel & Aslam, Aqib & Bluedorn, John & Duttagupta, Rupa, 2015. "How vulnerable are emerging markets to external shocks?," Journal of Policy Modeling, Elsevier, vol. 37(3), pages 460-483.
    6. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    7. Romain Houssa & Lasse Bork & Hans Dewachter, 2008. "Identification of Macroeconomic Factors in Large Panels," Working Papers 1010, University of Namur, Department of Economics.
    8. Temesvary, Judit & Ongena, Steven & Owen, Ann L., 2018. "A global lending channel unplugged? Does U.S. monetary policy affect cross-border and affiliate lending by global U.S. banks?," Journal of International Economics, Elsevier, vol. 112(C), pages 50-69.
    9. Erkko Etula, 2013. "Broker-Dealer Risk Appetite and Commodity Returns," Journal of Financial Econometrics, Oxford University Press, vol. 11(3), pages 486-521, June.
    10. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    11. Uribe, Martin & Yue, Vivian Z., 2006. "Country spreads and emerging countries: Who drives whom?," Journal of International Economics, Elsevier, vol. 69(1), pages 6-36, June.
    12. Sungurtekin Hallam, Bahar, 2022. "Emerging market responses to external shocks: A cross-country analysis," Economic Modelling, Elsevier, vol. 115(C).
    13. Fernández, Andrés & Schmitt-Grohé, Stephanie & Uribe, Martín, 2017. "World shocks, world prices, and business cycles: An empirical investigation," Journal of International Economics, Elsevier, vol. 108(S1), pages 2-14.
    14. Chen, Liang & Dolado, Juan J. & Gonzalo, Jesús, 2014. "Detecting big structural breaks in large factor models," Journal of Econometrics, Elsevier, vol. 180(1), pages 30-48.
    15. Seung C. Ahn & Alex R. Horenstein, 2013. "Eigenvalue Ratio Test for the Number of Factors," Econometrica, Econometric Society, vol. 81(3), pages 1203-1227, May.
    16. Bruno, Valentina & Shin, Hyun Song, 2015. "Capital flows and the risk-taking channel of monetary policy," Journal of Monetary Economics, Elsevier, vol. 71(C), pages 119-132.
    17. Cesa-Bianchi, Ambrogio & Ferrero, Andrea & Rebucci, Alessandro, 2018. "International credit supply shocks," Journal of International Economics, Elsevier, vol. 112(C), pages 219-237.
    18. Drechsel, Thomas & Tenreyro, Silvana, 2018. "Commodity booms and busts in emerging economies," Journal of International Economics, Elsevier, vol. 112(C), pages 200-218.
    19. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    20. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    21. Amengual, Dante & Watson, Mark W., 2007. "Consistent Estimation of the Number of Dynamic Factors in a Large N and T Panel," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 91-96, January.
    22. Akıncı, Özge, 2013. "Global financial conditions, country spreads and macroeconomic fluctuations in emerging countries," Journal of International Economics, Elsevier, vol. 91(2), pages 358-371.
    23. Aguiar, M. & Chatterjee, S. & Cole, H. & Stangebye, Z., 2016. "Quantitative Models of Sovereign Debt Crises," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1697-1755, Elsevier.
    24. 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.
    25. Bai, Jushan & Ng, Serena, 2007. "Determining the Number of Primitive Shocks in Factor Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 52-60, January.
    26. Francis A. Longstaff & Jun Pan & Lasse H. Pedersen & Kenneth J. Singleton, 2011. "How Sovereign Is Sovereign Credit Risk?," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(2), pages 75-103, April.
    27. James D. Hamilton, 2019. "Measuring Global Economic Activity," NBER Working Papers 25778, National Bureau of Economic Research, Inc.
    28. Nicola Cetorelli & Linda S. Goldberg, 2012. "Banking Globalization and Monetary Transmission," Journal of Finance, American Finance Association, vol. 67(5), pages 1811-1843, October.
    29. Horvath, Jaroslav & Zhong, Jiansheng, 2019. "Unemployment dynamics in emerging countries: Monetary policy and external shocks," Economic Modelling, Elsevier, vol. 76(C), pages 31-49.
    30. Stock, J.H. & Watson, M.W., 2016. "Dynamic Factor Models, Factor-Augmented Vector Autoregressions, and Structural Vector Autoregressions in Macroeconomics," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 415-525, Elsevier.
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    More about this item

    Keywords

    Emerging economies; Common factors; State space models;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles

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