Chapter 1: COVID-19: In It for the Long Haul?
Forecast Process The process starts with initial assumptions about advanced economy growth and commodity price forecasts. These assumptions are used as conditions for the first set of growth forecasts for emerging markets and developing economies, which are produced using macroeconometric models, accounting frameworks to ensure national accounts identities and global consistency, estimates of spillovers from major economies, and high-frequency indicators. These forecasts are then evaluated to ensure consistency of treatment across similar economies. This process is followed by extensive discussions with World Bank country teams, which conduct continuous macroeconomic monitoring and dialogue with country authorities. Throughout the forecasting process, staff use macroeconometric models that allow the combination of judgment and consistency with model-based insights.
References Akresh, R., D. Halim, and M. Kleemans. 2021. “Long Term and Intergenerational Effects of Education: Evidence from School Construction in Indonesia.” Policy Research Working Paper 9559, World Bank, Washington, DC. Albanesi, S., and J. Kim. 2021. “The Gendered Impact of the COVID-19 Recession on the US Labor Market.” NBER Working Paper 28505, National Bureau of Economic Research, Cambridge, MA. Ambec, S., M. A. Cohen, S. Elgie, and P. Lanoie. 2011. “The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?” Resources for the Future Discussion Paper 11-01, SSRN Electronic Journal. https:// papers.ssrn.com/ sol3/papers.cfm?abstract_id=1754674. Andrle, M., P. Blagrave, P. Espaillat, M. K. Honjo, M. B. Hunt, M. Kortelainen, R. Lalonde, M. D. Laxton, E. Mavroedi, M. D. Muir, and S. Mursula. 2015. “The Flexible System of Global Trade Models–FSGM.” International Monetary Fund, Washington, DC. Apedo-Amah, M. C., B. Avdiu, X. Cirera, M. Cruz, E. Davies, A. Grover, L. Iacovone, U. Kilinc, D. Medvedev, F. O. Maduko, and S. Poupakis. 2020. “Unmasking the Impact of COVID-19 on Businesses: Firm-Level Evidence from across the World.” Policy Research Working Paper 9434, World Bank, Washington, DC. Arezki, R., V. Dequiedt, R. Y. Fan, and C. M. Rossotto. 2021. “Liberalization, Technology Adoption, and Stock Returns: Evidence from Telecom.” Policy Research Working Paper 9561, World Bank, Washington, DC. Arteta, C., M. A. Kose, F. Ohnsorge, and M. Stocker. 2015. “The Coming U.S. Interest Rate Tightening Cycle: Smooth Sailing or Stormy Waters?” Policy Research Note 15/02, World Bank, Washington, DC. Bjerde, A. 2021. “COVID-19 Shock Offers a Historic Opportunity for a Green and Just Transition.” Eurasian Perspectives Blog, World Bank, April 21. https://blogs.worldbank. org/europeandcentralasia/covid-19-shock-offers-historic-opportunity-green-and-justtransition. Bolt, J., R. Inklaar, H. de Jong, and J. L. van Zanden. 2018. “Rebasing ‘Maddison’: New Income Comparisons and the Shape of Long-Run Economic Development.” GGDC Research Memorandum 174, University of Groningen, Groningen. Botha, B., S. de Jager, F. Ruch, and R. Steinbach. 2017. “The Quarterly Projection Model of the SARB.” SARB Working Paper WP/17/01, South Africa Reserve Bank, Pretoria, South Africa.
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