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Assessing the World Bank’s growth forecasts

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  • Tsuchiya, Yoichi

Abstract

In this study, the performance and rationality of the gross domestic product growth forecasts by the World Bank (WB) for six regional aggregates and 130 individual countries between 1999 and 2019 are assessed. A large body of literature examines macroeconomic forecasts for advanced economies by intergovernmental agencies. However, evaluations of WB forecasts for emerging and developing economies rarely exist. Therefore, this study provides the first comprehensive investigation of the WB’s growth forecast not only for regional aggregates but also for 130 countries between 1999 and 2019. The results of the investigation are summarized as follows. (1) The forecast performances broadly improved after the financial crisis of 2008–09; (2) the current-year forecasts are mostly unbiased throughout the sample period; (3) the next-year forecasts transformed from conservative to optimistic after the financial crisis; (4) the next-year forecasts are broadly rational when asymmetric loss is assumed; (5) the forecasts broadly exhibit full information rational expectation, while a few forecasts exhibit over- or under-reaction; and (6) the extent of improvement in forecast performance, conservativeness, optimism, and under- or over-reaction is not strongly associated with regions, exports and/or imports patterns, or income levels (with some exceptions). Uncertainty measures attached to point forecasts could provide useful information to policy makers and businesses worldwide.

Suggested Citation

  • Tsuchiya, Yoichi, 2023. "Assessing the World Bank’s growth forecasts," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 64-84.
  • Handle: RePEc:eee:ecanpo:v:77:y:2023:i:c:p:64-84
    DOI: 10.1016/j.eap.2022.10.017
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    1. Merola, Rossana & Pérez, Javier J., 2013. "Fiscal forecast errors: Governments versus independent agencies?," European Journal of Political Economy, Elsevier, vol. 32(C), pages 285-299.
    2. Olivier Coibion & Yuriy Gorodnichenko & Saten Kumar, 2018. "How Do Firms Form Their Expectations? New Survey Evidence," American Economic Review, American Economic Association, vol. 108(9), pages 2671-2713, September.
    3. Cronin, David & McQuinn, Kieran, 2021. "Are official forecasts of output growth in the EU still biased?," Journal of Policy Modeling, Elsevier, vol. 43(2), pages 337-349.
    4. Sinclair, Tara M. & Joutz, Fred & Stekler, H.O., 2010. "Can the Fed predict the state of the economy?," Economics Letters, Elsevier, vol. 108(1), pages 28-32, July.
    5. Pedro Bordalo & Nicola Gennaioli & Yueran Ma & Andrei Shleifer, 2020. "Overreaction in Macroeconomic Expectations," American Economic Review, American Economic Association, vol. 110(9), pages 2748-2782, September.
    6. House, Christopher L. & Proebsting, Christian & Tesar, Linda L., 2020. "Austerity in the aftermath of the great recession," Journal of Monetary Economics, Elsevier, vol. 115(C), pages 37-63.
    7. Michael Clemens and Michael Kremer, 2016. "The New Role of the World Bank - Working Paper 421," Working Papers 421, Center for Global Development.
    8. George-Marios Angeletos & Zhen Huo & Karthik A. Sastry, 2021. "Imperfect Macroeconomic Expectations: Evidence and Theory," NBER Macroeconomics Annual, University of Chicago Press, vol. 35(1), pages 1-86.
    9. Filip Keereman, 1999. "The track record of the Commission forecasts," European Economy - Economic Papers 2008 - 2015 137, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    10. Batchelor, Roy, 2007. "Bias in macroeconomic forecasts," International Journal of Forecasting, Elsevier, vol. 23(2), pages 189-203.
    11. Lars Jonung & Martin Larch, 2006. "Improving fiscal policy in the EU: the case for independent forecasts [‘Fiscal forecasting: The track record of the IMF, OECD and EC’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 21(47), pages 492-534.
    12. Graham Elliott & Allan Timmermann & Ivana Komunjer, 2005. "Estimation and Testing of Forecast Rationality under Flexible Loss," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1107-1125.
    13. Ash, J. C. K. & Smyth, D. J. & Heravi, S. M., 1990. "The accuracy of OECD forecasts of the international economy : Demand, output and prices," International Journal of Forecasting, Elsevier, vol. 6(3), pages 379-392, October.
    14. Tsuchiya, Yoichi, 2016. "Assessing macroeconomic forecasts for Japan under an asymmetric loss function," International Journal of Forecasting, Elsevier, vol. 32(2), pages 233-242.
    15. Loungani, Prakash, 2001. "How accurate are private sector forecasts? Cross-country evidence from consensus forecasts of output growth," International Journal of Forecasting, Elsevier, vol. 17(3), pages 419-432.
    16. Krkoska, Libor & Teksoz, Utku, 2007. "Accuracy of GDP growth forecasts for transition countries: Ten years of forecasting assessed," International Journal of Forecasting, Elsevier, vol. 23(1), pages 29-45.
    17. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    18. Barbara Rossi & Tatevik Sekhposyan, 2015. "Macroeconomic Uncertainty Indices Based on Nowcast and Forecast Error Distributions," American Economic Review, American Economic Association, vol. 105(5), pages 650-655, May.
    19. Roy Batchelor, 2007. "Forecaster Behaviour and Bias in Macroeconomic Forecasts," ifo Working Paper Series 39, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    20. Ilzetzki, Ethan & Mendoza, Enrique G. & Végh, Carlos A., 2013. "How big (small?) are fiscal multipliers?," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 239-254.
    21. Olivier Coibion & Yuriy Gorodnichenko, 2012. "What Can Survey Forecasts Tell Us about Information Rigidities?," Journal of Political Economy, University of Chicago Press, vol. 120(1), pages 116-159.
    22. Kilby, Christopher, 2013. "The political economy of project preparation: An empirical analysis of World Bank projects," Journal of Development Economics, Elsevier, vol. 105(C), pages 211-225.
    23. Wee Chian Koh, 2017. "Fiscal multipliers: new evidence from a large panel of countries," Oxford Economic Papers, Oxford University Press, vol. 69(3), pages 569-590.
    24. Olivier J. Blanchard & Daniel Leigh, 2013. "Growth Forecast Errors and Fiscal Multipliers," American Economic Review, American Economic Association, vol. 103(3), pages 117-120, May.
    25. Fatás, Antonio & Summers, Lawrence H., 2018. "The permanent effects of fiscal consolidations," Journal of International Economics, Elsevier, vol. 112(C), pages 238-250.
    26. Graham Elliott & Ivana Komunjer & Allan Timmermann, 2008. "Biases in Macroeconomic Forecasts: Irrationality or Asymmetric Loss?," Journal of the European Economic Association, MIT Press, vol. 6(1), pages 122-157, March.
    27. Zidong An & João Tovar Jalles & Prakash Loungani & Ricardo M. Sousa, 2018. "Do IMF fiscal forecasts add value?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 37(6), pages 650-665, September.
    28. Michael Artis & Massimiliano Marcellino, 2001. "Fiscal forecasting: The track record of the IMF, OECD and EC," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 20-36.
    29. Allan Timmermann, 2007. "An Evaluation of the World Economic Outlook Forecasts," IMF Staff Papers, Palgrave Macmillan, vol. 54(1), pages 1-33, May.
    30. Frederick van der Ploeg, 2011. "Natural Resources: Curse or Blessing?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 366-420, June.
    31. Laurence Ball, 2014. "Long-term damage from the Great Recession in OECD countries," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 11(2), pages 149-160, September.
    32. Ash, J. C. K. & Smyth, D. J. & Heravi, S. M., 1998. "Are OECD forecasts rational and useful?: a directional analysis," International Journal of Forecasting, Elsevier, vol. 14(3), pages 381-391, September.
    33. Frank-Oliver Aldenhoff, 2007. "Are economic forecasts of the International Monetary Fund politically biased? A public choice analysis," The Review of International Organizations, Springer, vol. 2(3), pages 239-260, September.
    34. Roy Batchelor, 2001. "How useful are the forecasts of intergovernmental agencies? The IMF and OECD versus the consensus," Applied Economics, Taylor & Francis Journals, vol. 33(2), pages 225-235.
    35. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    36. G. A. Christodoulakis & E. C. Mamatzakis, 2009. "Assessing the prudence of economic forecasts in the EU," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(4), pages 583-606.
    37. Hory, Marie-Pierre, 2016. "Fiscal multipliers in Emerging Market Economies: Can we learn something from Advanced Economies?," International Economics, Elsevier, vol. 146(C), pages 59-84.
    38. Laura Gonzalez Cabanillas & Alessio Terzi, 2012. "The accuracy of the European Commission's forecasts re-examined," European Economy - Economic Papers 2008 - 2015 476, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    39. Gian-Maria Milesi-Ferretti & Cédric Tille, 2011. "The great retrenchment: international capital flows during the global financial crisis [‘The great trade collapse: what caused it and what does it mean?’]," Economic Policy, CEPR;CES;MSH, vol. 26(66), pages 289-346.
    40. Lukas Vogel, 2007. "How do the OECD Growth Projections for the G7 Economies Perform?: A Post-Mortem," OECD Economics Department Working Papers 573, OECD Publishing.
    41. George A. Christodoulakis & Emmanuel C. Mamatzakis, 2008. "An assessment of the EU growth forecasts under asymmetric preferences," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(6), pages 483-492.
    42. Sebastian Gechert & Gustav Horn & Christoph Paetz, 2019. "Long‐term Effects of Fiscal Stimulus and Austerity in Europe," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 81(3), pages 647-666, June.
    43. Joutz, Fred & Stekler, H. O., 2000. "An evaluation of the predictions of the Federal Reserve," International Journal of Forecasting, Elsevier, vol. 16(1), pages 17-38.
    44. Yoichi Tsuchiya, 2021. "Thirty‐year assessment of Asian Development Bank's forecasts," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 35(2), pages 18-40, November.
    45. 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.
    46. Olivier Coibion & Yuriy Gorodnichenko, 2015. "Information Rigidity and the Expectations Formation Process: A Simple Framework and New Facts," American Economic Review, American Economic Association, vol. 105(8), pages 2644-2678, August.
    47. Dovern, Jonas & Jannsen, Nils, 2017. "Systematic errors in growth expectations over the business cycle," International Journal of Forecasting, Elsevier, vol. 33(4), pages 760-769.
    48. An, Zidong & Ball, Laurence & Jalles, Joao & Loungani, Prakash, 2019. "Do IMF forecasts respect Okun’s law? Evidence for advanced and developing economies," International Journal of Forecasting, Elsevier, vol. 35(3), pages 1131-1142.
    49. Masahiro Ashiya, 2006. "Testing the rationality of forecast revisions made by the IMF and the OECD," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 25(1), pages 25-36.
    50. Jacob A. Mincer & Victor Zarnowitz, 1969. "The Evaluation of Economic Forecasts," NBER Chapters, in: Economic Forecasts and Expectations: Analysis of Forecasting Behavior and Performance, pages 3-46, National Bureau of Economic Research, Inc.
    51. World Bank, 2011. "Towards Open Knowledge : The State of World Bank Knowledge Services," World Bank Publications - Books, The World Bank Group, number 20782, December.
    52. David Cronin & Kieran McQuinn, 2021. "Fiscal policy and growth forecasts in the EU: are official forecasters still misestimating fiscal multipliers?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(3), pages 453-462, August.
    53. repec:oup:ecpoli:v:26:y:2011:i:66:p:285-342 is not listed on IDEAS
    54. Ash, J. C. K. & Smyth, D. J. & Heravi, S. M., 1997. "The accuracy of OECD forecasts of the international economy: balance of payments," Journal of International Money and Finance, Elsevier, vol. 16(6), pages 969-987, December.
    55. Holden, Karen C & Peel, D A & Sandhu, B, 1987. "The Accuracy of OECD Forecasts," Empirical Economics, Springer, vol. 12(3), pages 175-186.
    56. Furceri, Davide & Mourougane, Annabelle, 2012. "The effect of financial crises on potential output: New empirical evidence from OECD countries," Journal of Macroeconomics, Elsevier, vol. 34(3), pages 822-832.
    57. Michael A. Clemens & Michael Kremer, 2016. "The New Role for the World Bank," Journal of Economic Perspectives, American Economic Association, vol. 30(1), pages 53-76, Winter.
    58. Oller, Lars-Erik & Barot, Bharat, 2000. "The accuracy of European growth and inflation forecasts," International Journal of Forecasting, Elsevier, vol. 16(3), pages 293-315.
    59. Michael P. Clements, 2014. "Forecast Uncertainty- Ex Ante and Ex Post : U.S. Inflation and Output Growth," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(2), pages 206-216, April.
    60. Axel Dreher & Silvia Marchesi & James Vreeland, 2008. "The political economy of IMF forecasts," Public Choice, Springer, vol. 137(1), pages 145-171, October.
    61. Dani Rodrik, 2006. "Goodbye Washington Consensus, Hello Washington Confusion? A Review of the World Bank's Economic Growth in the 1990s: Learning from a Decade of Reform," Journal of Economic Literature, American Economic Association, vol. 44(4), pages 973-987, December.
    62. Jacob A. Mincer, 1969. "Economic Forecasts and Expectations: Analysis of Forecasting Behavior and Performance," NBER Books, National Bureau of Economic Research, Inc, number minc69-1, March.
    63. Krkoska, Libor & Teksoz, Utku, 2009. "How reliable are forecasts of GDP growth and inflation for countries with limited coverage?," Economic Systems, Elsevier, vol. 33(4), pages 376-388, December.
    64. Arora, Harjit K. & Smyth, David J., 1990. "Forecasting the developing world : An accuracy analysis of the IMF's forecasts," International Journal of Forecasting, Elsevier, vol. 6(3), pages 393-400, October.
    65. Hyndman, Rob J. & Koehler, Anne B., 2006. "Another look at measures of forecast accuracy," International Journal of Forecasting, Elsevier, vol. 22(4), pages 679-688.
    66. Patton, Andrew J. & Timmermann, Allan, 2007. "Testing Forecast Optimality Under Unknown Loss," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 1172-1184, December.
    67. Smyth, David J & Ash, J C K, 1975. "Forecasting Gross National Product, the Rate of Inflation and the Balance of Trade: The O. E.C.D. Performance," Economic Journal, Royal Economic Society, vol. 85(338), pages 361-364, June.
    68. Marie-Pierre Hory, 2016. "Fiscal multipliers in Emerging Market Economies: Can we learn something from Advanced Economies?," Post-Print hal-03529566, HAL.
    69. Giovannelli, Alessandro & Pericoli, Filippo Maria, 2020. "Are GDP forecasts optimal? Evidence on European countries," International Journal of Forecasting, Elsevier, vol. 36(3), pages 963-973.
    70. Ruben Atoyan & Patrick Conway, 2011. "Projecting macroeconomic outcomes: Evidence from the IMF," The Review of International Organizations, Springer, vol. 6(3), pages 415-441, September.
    71. Matei Demetrescu & Christoph Roling & Anna Titova, 2021. "Reevaluating the prudence of economic forecasts in the EU: The role of instrument persistence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(1), pages 151-161, January.
    72. Mr. Michael J. Artis, 1996. "How Accurate Are the Imf's Short-Term Forecasts? Another Examination of the World Economic Outlook," IMF Working Papers 1996/089, International Monetary Fund.
    73. Reifschneider, David & Tulip, Peter, 2019. "Gauging the uncertainty of the economic outlook using historical forecasting errors: The Federal Reserve’s approach," International Journal of Forecasting, Elsevier, vol. 35(4), pages 1564-1582.
    74. Ash, J. C. K. & Smyth, D. J. & Heravi, S. M., 1993. "The accuracy of OECD forecasts for Canada and the United States," The North American Journal of Economics and Finance, Elsevier, vol. 4(2), pages 179-210.
    75. repec:oup:ecpoli:v:21:y:2006:i:47:p:491-534 is not listed on IDEAS
    76. Christine Lewis & Nigel Pain, 2014. "Lessons from OECD forecasts during and after the financial crisis," OECD Journal: Economic Studies, OECD Publishing, vol. 2014(1), pages 9-39.
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    More about this item

    Keywords

    International organization; Forecast evaluation; Asymmetric loss; Rationality; Financial crisis; Information rigidity;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations

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