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Modelling global trade flows: results from a GVAR model

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  • Bussière, Matthieu
  • Chudik, Alexander
  • Sestieri, Giulia

Abstract

This paper uses a Global Vector Auto-Regression (GVAR)model in a panel of 21 emerging market and advanced economies to investigate the factors behind the dynamics of global trade flows, with a particular view on the issue of global trade imbalances and on the conditions of their unwinding. The GVAR approach enables us to make two key contributions: first, to model international linkages among a large number of countries, which is a key asset given the diversity of countries and regions involved in global imbalances, and second, to model exports and imports jointly. The latter proves to be very important due to the inter-nationalisation of production and the high import content of exports. The model can be used to gauge the effect on trade flows of various scenarios, such as an output shock in the United States, a shock to the US real effective exchange rate and shocks to foreign (German and Chinese) variables. Results indicate in particular that world exports respond much more to a (normalised) shock to US output than to a real effective depreciation of the dollar. In addition, the model can be used to monitor trade developments, such as the sharp contraction in world trade that took place in the wake of the financial crisis. While the fall in imports seems well accounted for by the model, the fall in exports of several countries remains partly unexplained, suggesting perhaps that specific factors might have been at play during the crisis. JEL Classification: F10, F17, F32, C33

Suggested Citation

  • Bussière, Matthieu & Chudik, Alexander & Sestieri, Giulia, 2009. "Modelling global trade flows: results from a GVAR model," Working Paper Series 1087, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20091087
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    1. Pesaran, M. Hashem & Shin, Yongcheol & Smith, Richard J., 2000. "Structural analysis of vector error correction models with exogenous I(1) variables," Journal of Econometrics, Elsevier, vol. 97(2), pages 293-343, August.
    2. Chinn, Menzie D. & Prasad, Eswar S., 2003. "Medium-term determinants of current accounts in industrial and developing countries: an empirical exploration," Journal of International Economics, Elsevier, vol. 59(1), pages 47-76, January.
    3. Bussière, Matthieu & Chudik, Alexander & Sestieri, Giulia, 2009. "Modelling global trade flows: results from a GVAR model," Working Paper Series 1087, European Central Bank.
    4. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    5. Hashem Pesaran, M., 2007. "A pair-wise approach to testing for output and growth convergence," Journal of Econometrics, Elsevier, vol. 138(1), pages 312-355, May.
    6. Natalia Bailey & George Kapetanios & M. Hashem Pesaran, 2016. "Exponent of Cross‐Sectional Dependence: Estimation and Inference," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(6), pages 929-960, September.
    7. Pesaran, M. Hashem & Chudik, Alexander, 2014. "Aggregation in large dynamic panels," Journal of Econometrics, Elsevier, vol. 178(P2), pages 273-285.
    8. Maurice Obstfeld & Kenneth Rogoff, 2007. "The Unsustainable US Current Account Position Revisited," NBER Chapters, in: G7 Current Account Imbalances: Sustainability and Adjustment, pages 339-376, National Bureau of Economic Research, Inc.
    9. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "A panel project on purchasing power parity: Mean reversion within and between countries," Journal of International Economics, Elsevier, vol. 40(1-2), pages 209-224, February.
    10. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    11. Matthieu Bussière & Simona Delle Chiaie & Tuomas A Peltonen, 2014. "Exchange Rate Pass-Through in the Global Economy: The Role of Emerging Market Economies," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 62(1), pages 146-178, April.
    12. Pesaran, M. Hashem & Schuermann, Til & Treutler, Bjorn-Jakob & Weiner, Scott M., 2006. "Macroeconomic Dynamics and Credit Risk: A Global Perspective," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1211-1261, August.
    13. Boyd, Derick & Caporale, Gugielmo Maria & Smith, Ron, 2001. "Real Exchange Rate Effects on the Balance of Trade: Cointegration and the Marshall-Lerner Condition," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 6(3), pages 187-200, July.
    14. Stephane Dees & M. Hashem Pesaran & L. Vanessa Smith & Ron P. Smith, 2009. "Identification of New Keynesian Phillips Curves from a Global Perspective," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(7), pages 1481-1502, October.
    15. Filippo di Mauro & L. Vanessa Smith & Stephane Dees & M. Hashem Pesaran, 2007. "Exploring the international linkages of the euro area: a global VAR analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 1-38.
    16. Anderton, Robert & di Mauro, Filippo & Moneta, Fabio, 2004. "Understanding the impact of the external dimension on the euro area: trade, capital flows and other international macroeconomic linkages," Occasional Paper Series 12, European Central Bank.
    17. Richard H. Clarida, 2007. "G7 Current Account Imbalances: Sustainability and Adjustment," NBER Books, National Bureau of Economic Research, Inc, number clar06-2, July.
    18. Leland D. Crane & Meredith A. Crowley & Saad Quayyum, 2007. "Understanding the evolution of trade deficits: trade elasticities of industrialized countries," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 31(Q IV), pages 2-17.
    19. Morris Goldstein & Mohsin S. Khan, 2017. "Income and Price Effects in Foreign Trade," World Scientific Book Chapters, in: TRADE CURRENCIES AND FINANCE, chapter 1, pages 3-81, World Scientific Publishing Co. Pte. Ltd..
    20. Stephen P. Magee, 1974. "U.S. Import Prices in the Currency-Contract Period," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 5(1), pages 117-168.
    21. Taylor, Mark P & Peel, David A & Sarno, Lucio, 2001. "Nonlinear Mean-Reversion in Real Exchange Rates: Toward a Solution to the Purchasing Power Parity Puzzles," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 1015-1042, November.
    22. Jonathan Eaton & Samuel Kortum & Brent Neiman & John Romalis, 2016. "Trade and the Global Recession," American Economic Review, American Economic Association, vol. 106(11), pages 3401-3438, November.
    23. George Alessandria & Joseph P. Kaboski & Virgiliu Midrigan, 2010. "The Great Trade Collapse of 2008-09: An Inventory Adjustment?," NBER Working Papers 16059, National Bureau of Economic Research, Inc.
    24. Prasad, Eswar S, 1999. "International Trade and the Business Cycle," Economic Journal, Royal Economic Society, vol. 109(458), pages 588-606, October.
    25. Lothian, James R & Taylor, Mark P, 1996. "Real Exchange Rate Behavior: The Recent Float from the Perspective of the Past Two Centuries," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 488-509, June.
    26. Pesaran M.H. & Schuermann T. & Weiner S.M., 2004. "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 129-162, April.
    27. M. Hashem Pesaran & Til Schuermann & Bjorn-Jakob Treutler, 2007. "Global Business Cycles and Credit Risk," NBER Chapters, in: The Risks of Financial Institutions, pages 419-469, National Bureau of Economic Research, Inc.
    28. Burstein, Ariel & Kurz, Christopher & Tesar, Linda, 2008. "Trade, production sharing, and the international transmission of business cycles," Journal of Monetary Economics, Elsevier, vol. 55(4), pages 775-795, May.
    29. Mary Amiti & David E. Weinstein, 2011. "Exports and Financial Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1841-1877.
    30. Maurice Obstfeld & Kenneth S. Rogoff, 2005. "Global Current Account Imbalances and Exchange Rate Adjustments," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 36(1), pages 67-146.
    31. Chudik, Alexander & Pesaran, M. Hashem, 2011. "Infinite-dimensional VARs and factor models," Journal of Econometrics, Elsevier, vol. 163(1), pages 4-22, July.
    32. Robert Anderton & Filippo di Mauro & Fabio Moneta, 2004. "Understanding the impact of the external dimension on the euro area - trade, capital flows and other international macroeconomic linkages," Occasional Paper Series 12, European Central Bank.
    33. Robert C. Feenstra & Zhiyuan Li & Miaojie Yu, 2014. "Exports and Credit Constraints under Incomplete Information: Theory and Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 729-744, October.
    34. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    35. Andrew T. Levin & John H. Rogers & Ralph W. Tryon, 1997. "Evaluating international economic policy with the Federal Reserve's global model," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Oct, pages 797-817.
    36. Garratt, Anthony & Lee, Kevin & Pesaran, M. Hashem & Shin, Yongcheol, 2012. "Global and National Macroeconometric Modelling: A Long-Run Structural Approach," OUP Catalogue, Oxford University Press, number 9780199650460, Decembrie.
    37. Sidney S. Alexander, 1952. "Effects of a Devaluation on a Trade Balance," IMF Staff Papers, Palgrave Macmillan, vol. 2(2), pages 263-278, April.
    38. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    39. Alexander Chudik & M. Hashem Pesaran, 2013. "Econometric Analysis of High Dimensional VARs Featuring a Dominant Unit," Econometric Reviews, Taylor & Francis Journals, vol. 32(5-6), pages 592-649, August.
    40. Alexander Chudik & M. Hashem Pesaran & Elisa Tosetti, 2011. "Weak and strong cross‐section dependence and estimation of large panels," Econometrics Journal, Royal Economic Society, vol. 14(1), pages 45-90, February.
    41. M. Hashem Pesaran & L. Vanessa Smith & Ron P. Smith, 2007. "What if the UK or Sweden had joined the euro in 1999? An empirical evaluation using a Global VAR," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 12(1), pages 55-87.
    42. M. Hashem Pesaran & Ron Smith & Takashi Yamagata & Lyudmyla Hvozdyk, 2009. "Pairwise Tests of Purchasing Power Parity," Econometric Reviews, Taylor & Francis Journals, vol. 28(6), pages 495-521.
    43. Nigel Pain & Annabelle Mourougane & Franck Sédillot & Laurence Le Fouler, 2005. "The New OECD International Trade Model," OECD Economics Department Working Papers 440, OECD Publishing.
    44. Peter Hooper, 1976. "Forecasting U.S. export and import prices and volumes in a changing world economy," International Finance Discussion Papers 99, Board of Governors of the Federal Reserve System (U.S.).
    45. Pesaran, M. Hashem & Shin, Yongcheol, 1996. "Cointegration and speed of convergence to equilibrium," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 117-143.
    46. Harbo, Ingrid, et al, 1998. "Asymptotic Inference on Cointegrating Rank in Partial Systems," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(4), pages 388-399, October.
    47. 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.
    48. Wu, Jyh-Lin, 2000. "Mean reversion of the current account: evidence from the panel data unit-root test," Economics Letters, Elsevier, vol. 66(2), pages 215-222, February.
    49. Philipp Engler & Michael Fidora & Christian Thimann, 2009. "External Imbalances and the US Current Account: How Supply‐Side Changes Affect an Exchange Rate Adjustment," Review of International Economics, Wiley Blackwell, vol. 17(5), pages 927-941, November.
    50. Sawyer, W. Charles & Sprinkle, Richard L., 1997. "The Demand for Imports and Exports in Japan: A Survey," Journal of the Japanese and International Economies, Elsevier, vol. 11(2), pages 247-259, June.
    51. Matthew Greenwood‐Nimmo & Viet Hoang Nguyen & Yongcheol Shin, 2012. "Probabilistic forecasting of output growth, inflation and the balance of trade in a GVAR framework," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(4), pages 554-573, June.
    52. Stephen P. Magee, 1973. "Currency Contracts, Pass-Through, and Devaluation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 4(1), pages 303-325.
    53. repec:hal:journl:peer-00796743 is not listed on IDEAS
    54. Andrei A Levchenko & Logan T Lewis & Linda L Tesar, 2010. "The Collapse of International Trade during the 2008–09 Crisis: In Search of the Smoking Gun," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(2), pages 214-253, December.
    55. Olivier Blanchard & Francesco Giavazzi & Filipa Sa, 2005. "The U.S. Current Account and the Dollar," NBER Working Papers 11137, National Bureau of Economic Research, Inc.
    56. Andrei A. Levchenko & Logan T. Lewis & Linda L. Tesar, 2011. "The "Collapse in Quality" Hypothesis," American Economic Review, American Economic Association, vol. 101(3), pages 293-297, May.
    57. Søren Johansen, 2005. "Interpretation of Cointegrating Coefficients in the Cointegrated Vector Autoregressive Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(1), pages 93-104, February.
    58. Jon Faust & Joseph E. Gagnon & Mario Marazzi & Jaime R. Marquez & Robert F. Martin & Trevor A. Reeve & John H. Rogers & Nathan Sheets & Robert J. Vigfusson, 2005. "Exchange rate pass-through to U.S. import prices: some new evidence," International Finance Discussion Papers 833, Board of Governors of the Federal Reserve System (U.S.).
    59. Matthieu Bussière & Giovanni Callegari & Fabio Ghironi & Giulia Sestieri & Norihiko Yamano, 2013. "Estimating Trade Elasticities: Demand Composition and the Trade Collapse of 2008-2009," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(3), pages 118-151, July.
    60. Fagan, Gabriel & Henry, Jérôme & Mestre, Ricardo, 2001. "An area-wide model (AWM) for the euro area," Working Paper Series 42, European Central Bank.
    61. Peter Hooper & Karen H. Johnson & Jaime R. Marquez, 1998. "Trade elasticities for G-7 countries," International Finance Discussion Papers 609, Board of Governors of the Federal Reserve System (U.S.).
    62. Houthakker, Hendrik S & Magee, Stephen P, 1969. "Income and Price Elasticities in World Trade," The Review of Economics and Statistics, MIT Press, vol. 51(2), pages 111-125, May.
    63. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
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    More about this item

    Keywords

    exchange rates; global imbalances; global VAR; international trade; trade elasticities;
    All these keywords.

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • F17 - International Economics - - Trade - - - Trade Forecasting and Simulation
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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