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Exploring GDP growth volatility spillovers across countries

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  • Abosedra, Salah
  • Arayssi, Mahmoud
  • Ben Sita, Bernard
  • Mutshinda, Crispin

Abstract

This study takes a portfolio approach to investigate GDP growth volatility spillovers among 120 countries of the world during the 1960–2017 period. Based on the ratios of growth rate to standard deviation, we rank these countries in pools of high-, midsize-, and low-income growth. Using a spillover index that is based on variance decompositions under a vector autoregressive framework, we analyze the sources of growth volatility dynamics in the world in terms of volatility proportions from and to others. We find that high-income growth countries are net transmitters, while low-income growth countries are net recipients of growth volatility. We also find that it takes several years for low-income growth countries to absorb growth shocks of global nature. Overall, our analyses illustrate the importance of partnership in risk sharing as it is related to portfolio strategies and risk management.

Suggested Citation

  • Abosedra, Salah & Arayssi, Mahmoud & Ben Sita, Bernard & Mutshinda, Crispin, 2020. "Exploring GDP growth volatility spillovers across countries," Economic Modelling, Elsevier, vol. 89(C), pages 577-589.
  • Handle: RePEc:eee:ecmode:v:89:y:2020:i:c:p:577-589
    DOI: 10.1016/j.econmod.2019.11.015
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    as
    1. Fengler, Matthias R. & Gisler, Katja I.M., 2015. "A variance spillover analysis without covariances: What do we miss?," Journal of International Money and Finance, Elsevier, vol. 51(C), pages 174-195.
    2. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    3. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    4. Ahamada, Ibrahim & Coulibaly, Dramane, 2011. "How does financial development influence the impact of remittances on growth volatility?," Economic Modelling, Elsevier, vol. 28(6), pages 2748-2760.
    5. Kose, M. Ayhan & Prasad, Eswar S. & Terrones, Marco E., 2006. "How do trade and financial integration affect the relationship between growth and volatility?," Journal of International Economics, Elsevier, vol. 69(1), pages 176-202, June.
    6. Ramey, Garey & Ramey, Valerie A, 1995. "Cross-Country Evidence on the Link between Volatility and Growth," American Economic Review, American Economic Association, vol. 85(5), pages 1138-1151, December.
    7. Partha Chatterjee & Malik Shukayev, 2006. "Are Average Growth Rate and Volatility Related?," Staff Working Papers 06-24, Bank of Canada.
    8. Antonakakis, N. & Badinger, H., 2016. "Economic growth, volatility, and cross-country spillovers: New evidence for the G7 countries," Economic Modelling, Elsevier, vol. 52(PB), pages 352-365.
    9. Robert Lensink & Oliver Morrissey, 2006. "Foreign Direct Investment: Flows, Volatility, and the Impact on Growth," Review of International Economics, Wiley Blackwell, vol. 14(3), pages 478-493, August.
    10. Luc Bauwens & Sébastien Laurent & Jeroen V. K. Rombouts, 2006. "Multivariate GARCH models: a survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 79-109, January.
    11. Antonio Fatás & Ilian Mihov, 2013. "Policy Volatility, Institutions, and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 362-376, May.
    12. 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.
    13. Mona Haddad & Jamus Jerome Lim & Cosimo Pancaro & Christian Saborowski, 2013. "Trade openness reduces growth volatility when countries are well diversified," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(2), pages 765-790, May.
    14. Huang, Ho-Chuan (River) & Fang, WenShwo & Miller, Stephen M., 2014. "Does financial development volatility affect industrial growth volatility?," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 307-320.
    15. Matteo Bugamelli & Francesco Paternò, 2011. "Output Growth Volatility and Remittances," Economica, London School of Economics and Political Science, vol. 78(311), pages 480-500, July.
    16. Sushanta Mallick & Tomoe Moore, 2008. "Foreign Capital in a Growth Model," Review of Development Economics, Wiley Blackwell, vol. 12(1), pages 143-159, February.
    17. Julian di Giovanni & Andrei A. Levchenko, 2009. "Trade Openness and Volatility," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 558-585, August.
    18. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    19. Mathonnat, Clément & Minea, Alexandru, 2019. "Forms of democracy and economic growth volatility," Economic Modelling, Elsevier, vol. 81(C), pages 594-603.
    20. Lee, Jim, 2010. "The link between output growth and volatility: Evidence from a GARCH model with panel data," Economics Letters, Elsevier, vol. 106(2), pages 143-145, February.
    21. Bernard Ben Sita, 2013. "Volatility links between US industries," Applied Financial Economics, Taylor & Francis Journals, vol. 23(15), pages 1273-1286, August.
    22. Kim, Dong-Hyeon & Lin, Shu-Chin & Suen, Yu-Bo, 2016. "Trade, growth and growth volatility: New panel evidence," International Review of Economics & Finance, Elsevier, vol. 45(C), pages 384-399.
    23. Trypsteen, Steven, 2017. "The growth-volatility nexus: New evidence from an augmented GARCH-M model," Economic Modelling, Elsevier, vol. 63(C), pages 15-25.
    24. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    25. Cronin, David, 2014. "The interaction between money and asset markets: A spillover index approach," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 185-202.
    26. Badinger, Harald, 2010. "Output volatility and economic growth," Economics Letters, Elsevier, vol. 106(1), pages 15-18, January.
    27. Awartani, Basel & Maghyereh, Aktham Issa, 2013. "Dynamic spillovers between oil and stock markets in the Gulf Cooperation Council Countries," Energy Economics, Elsevier, vol. 36(C), pages 28-42.
    28. Apostolou, Apostolos & Beirne, John, 2019. "Volatility spillovers of unconventional monetary policy to emerging market economies," Economic Modelling, Elsevier, vol. 79(C), pages 118-129.
    29. Razin, Assaf & Sadka, Efraim & Coury, Tarek, 2003. "Trade openness, investment instability and terms-of-trade volatility," Journal of International Economics, Elsevier, vol. 61(2), pages 285-306, December.
    30. Dan Ben-David & Robin L. Lumsdaine & David H. Papell, 2003. "Unit roots, postwar slowdowns and long-run growth: Evidence from two structural breaks," Empirical Economics, Springer, vol. 28(2), pages 303-319, April.
    31. Kang, Sang Hoon & McIver, Ron & Yoon, Seong-Min, 2017. "Dynamic spillover effects among crude oil, precious metal, and agricultural commodity futures markets," Energy Economics, Elsevier, vol. 62(C), pages 19-32.
    32. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    33. Malik, Adeel & Temple, Jonathan R.W., 2009. "The geography of output volatility," Journal of Development Economics, Elsevier, vol. 90(2), pages 163-178, November.
    34. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    35. Kwame Mireku & Ellen Animah Agyei & Daniel Domeher, 2017. "Trade openness and economic growth volatility: An empirical investigation," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1385438-138, January.
    36. Zhou, Xiangyi & Zhang, Weijin & Zhang, Jie, 2012. "Volatility spillovers between the Chinese and world equity markets," Pacific-Basin Finance Journal, Elsevier, vol. 20(2), pages 247-270.
    37. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
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    More about this item

    Keywords

    GDP growth; Growth volatility; Spillover; Vector autoregression; Variance decomposition;
    All these keywords.

    JEL classification:

    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • G01 - Financial Economics - - General - - - Financial Crises
    • 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

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