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On the structural determinants of growth-at-risk

Author

Listed:
  • Martin Gächter
  • Martin Geiger
  • Elias Hasler

Abstract

We examine structural di erences in growth vulnerabilities across countries associated with financial risk indicators. Considering trade openness, financial sector size, the public spending ratio and government effectiveness, our findings suggest the existence of a structural gap and a risk sensitivity gap. Hence, structural country characteristics not only drive level di erences in growth-at-risk (GaR) but also give rise to di erences in the responsiveness of GaR to financial risks. Furthermore, we show that the impact of structural characteristics varies over the forecasting horizon. A proper understanding of structural country characteristics in the context of the GaR framework is important to facilitate the use of the concept in macroprudential policy.

Suggested Citation

  • Martin Gächter & Martin Geiger & Elias Hasler, 2022. "On the structural determinants of growth-at-risk," Working Papers 2022-06, Faculty of Economics and Statistics, Universität Innsbruck.
  • Handle: RePEc:inn:wpaper:2022-06
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    References listed on IDEAS

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    1. Denizer Cevdet A. & Iyigun Murat F. & Owen Ann, 2002. "Finance and Macroeconomic Volatility," The B.E. Journal of Macroeconomics, De Gruyter, vol. 2(1), pages 1-32, October.
    2. Tobias Adrian & Dong He & Nellie Liang & Fabio M Natalucci, 2019. "A Monitoring Framework for Global Financial Stability," IMF Staff Discussion Notes 19/06, International Monetary Fund.
    3. Breitenlechner, Max & Gächter, Martin & Sindermann, Friedrich, 2015. "The finance–growth nexus in crisis," Economics Letters, Elsevier, vol. 132(C), pages 31-33.
    4. Fatas, Antonio & Mihov, Ilian, 2001. "Government size and automatic stabilizers: international and intranational evidence," Journal of International Economics, Elsevier, vol. 55(1), pages 3-28, October.
    5. Evrensel, Ayse Y., 2010. "Corruption, growth, and growth volatility," International Review of Economics & Finance, Elsevier, vol. 19(3), pages 501-514, June.
    6. Robert F. Engle & Simone Manganelli, 2004. "CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 367-381, October.
    7. Mario Crucini & Ayhan Kose & Christopher Otrok, 2011. "What are the driving forces of international business cycles?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 156-175, January.
    8. 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.
    9. Fabrice Collard & Harris Dellas & George Tavlas, 2017. "Government Size and Macroeconomic Volatility," Economica, London School of Economics and Political Science, vol. 84(336), pages 797-819, October.
    10. Carmignani, Fabrizio & Colombo, Emilio & Tirelli, Patrizio, 2011. "Macroeconomic risk and the (de)stabilising role of government size," European Journal of Political Economy, Elsevier, vol. 27(4), pages 781-790.
    11. Aikman, David & Bridges, Jonathan & Hacioglu Hoke, Sinem & O’Neill, Cian & Raja, Akash, 2019. "Credit, capital and crises: a GDP-at-Risk approach," Bank of England working papers 824, Bank of England, revised 18 Oct 2019.
    12. Brownlees, Christian & Souza, André B.M., 2021. "Backtesting global Growth-at-Risk," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 312-330.
    13. Thibaut Duprey & Alexander Ueberfeldt, 2020. "Managing GDP Tail Risk," Staff Working Papers 20-3, Bank of Canada.
    14. Duprey, Thibaut & Klaus, Benjamin & Peltonen, Tuomas, 2017. "Dating systemic financial stress episodes in the EU countries," Journal of Financial Stability, Elsevier, vol. 32(C), pages 30-56.
    15. Mr. Tobias Adrian & Mr. Dong He & Nellie Liang & Mr. Fabio M Natalucci, 2019. "A Monitoring Framework for Global Financial Stability," IMF Staff Discussion Notes 2019/006, International Monetary Fund.
    16. Beck, Thorsten & Lundberg, Mattias & Majnoni, Giovanni, 2006. "Financial intermediary development and growth volatility: Do intermediaries dampen or magnify shocks?," Journal of International Money and Finance, Elsevier, vol. 25(7), pages 1146-1167, November.
    17. 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.
    18. Ms. Era Dabla-Norris & Mr. Narapong Srivisal, 2013. "Revisiting the Link Between Finance and Macroeconomic Volatility," IMF Working Papers 2013/029, International Monetary Fund.
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    Cited by:

    1. Lang, Jan Hannes & Rusnák, Marek & Greiwe, Moritz, 2023. "Medium-term growth-at-risk in the euro area," Working Paper Series 2808, European Central Bank.
    2. Emter, Lorenz & Setzer, Ralph & Zorell, Nico & Moura, Afonso S., 2024. "Monetary policy and growth-at-risk: the role of institutional quality," Working Paper Series 2989, European Central Bank.

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    More about this item

    Keywords

    Growth-at-risk; vulnerable growth; structural characteristics; macroprudential policy;
    All these keywords.

    JEL classification:

    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • G01 - Financial Economics - - General - - - Financial Crises
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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