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Measuring economic downside risk and severity - Growth at Risk

Author

Listed:
  • Yan Wang
  • Yudong Yao

Abstract

Output collapses, and crises are a fact of life. Severe economic downturns occur periodically, and have grave consequences on the poor. The authors propose a new measurement for economic downside risk, and severity: Growth at risk. Similar to the concept of Value at Risk in finance, Growth at Risk summarizes the expected maximum economic downturn over a target horizon at a given confidence level. After providing a taxonomy of growth risks, the authors construct a panel data, set on Growth at Risk for 84 countries, over the period 1980-98. On average, different regional groups experience very distinct Growth at Risk patterns over time. 1) Non-OECD countries experience a higher downturn risk, while OECD countries'downturn risks for both big, and small recessions are the lowest among all groups. 2) East Asia countries, which had been growing faster, had a high Growth at Risk for big downturns, at around six percent, and it rose dramatically at the end of the 1990s. 3) Latin America, and Sub-Saharan Africa also maintained high Growth at Risk for both big, and small recessions through 1980-98. But for Latin America, Growth at Risk for big recessions declined in the 1990s. The authors then investigate the relationship between downside risks, and long-term average growth in a cross-country analysis. They find that higher perceived levels of downside growth risk, seem to be negatively associated with long-term growth. When a country's perceived level of downside growth risk is relatively high, both domestic, and foreign investors might be deterred from making long-term investments in the country, and instead invest elsewhere. The results suggest that prudent, and consistent pursuit of socioeconomic, and political stability, contributes to long-term growth, and that risk management in a broader sense, should be a vital part of the pro-growth, and poverty reduction strategy.

Suggested Citation

  • Yan Wang & Yudong Yao, 2001. "Measuring economic downside risk and severity - Growth at Risk," Policy Research Working Paper Series 2674, The World Bank.
  • Handle: RePEc:wbk:wbrwps:2674
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    Citations

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    Cited by:

    1. Yudong Yao & Yan Wang, 2007. "Measuring downside risk and severity for global output," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 26(1), pages 23-32.
    2. Budnik, Katarzyna & Dimitrov, Ivan & Giglio, Carla & Groß, Johannes & Lampe, Max & Sarychev, Andrei & Tarbé, Matthieu & Vagliano, Gianluca & Volk, Matjaz, 2021. "The growth-at-risk perspective on the system-wide impact of Basel III finalisation in the euro area," Occasional Paper Series 258, European Central Bank.
    3. Deng, Chuang & Wu, Jian, 2023. "Macroeconomic downside risk and the effect of monetary policy," Finance Research Letters, Elsevier, vol. 54(C).
    4. Anastasiya Ivanova & Alona Shmygel & Ihor Lubchuk, 2021. "The Growth-at-Risk (GaR) Framework: Implication For Ukraine," IHEID Working Papers 10-2021, Economics Section, The Graduate Institute of International Studies.
    5. Budnik, Katarzyna & Dimitrov, Ivan & Groß, Johannes & Kusmierczyk, Piotr & Lampe, Max & Vagliano, Gianluca & Volk, Matjaz, 2022. "The economic impact of the NPLcoverage expectations in the euro area," Occasional Paper Series 297, European Central Bank.

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