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- 31 October 2024
- ECONOMIC BULLETIN - BOXEconomic Bulletin Issue 7, 2024Details
- Abstract
- Following a series of analyses on the accuracy of Eurosystem/ECB staff projections for inflation in recent years, this box shifts the focus to staff projections for growth. It shows that since 2022, the growth projections have been very reliable in the very short term but have tended to be too optimistic over one-year horizons. Private consumption and, to a lesser extent, investment, have tended to disappoint, due in part to monetary policy being tighter than initially assumed and uncertainty about its economic impact. However, once adjusted for errors in the conditioning assumptions of the projections, the projection errors are notably smaller, especially over the past year. Overall, despite the series of large shocks which hit the euro area economy in recent years, staff growth projection errors have been comparable with pre-pandemic averages.
- JEL Code
- C53 : Mathematical and Quantitative Methods→Econometric Modeling→Forecasting and Prediction Methods, Simulation Methods
E37 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Forecasting and Simulation: Models and Applications
- 21 March 2024
- ECONOMIC BULLETIN - BOXEconomic Bulletin Issue 2, 2024Details
- Abstract
- This box looks at errors in Eurosystem and ECB staff inflation projections over the post-pandemic period, updating and extending earlier analysis published in 2022 and 2023. Projection errors have come down considerably since the end of 2022 and now stand close to pre-pandemic levels. The low predictability of energy commodity prices (which surprised markets on the downside in 2023) explains a significant share of the recent errors in HICP inflation projections. The remaining errors are likely to stem from non-standard transmission of the exceptional shocks to commodity prices and global supply chains – which, together with demand shocks, explain a large share of the post-pandemic dynamics of HICP inflation excluding food and energy (HICPX), including in 2023. Eurosystem and ECB staff continue to refine their forecasting toolkits, providing additional analysis that informs projections in times of high uncertainty.
- JEL Code
- E31 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Price Level, Inflation, Deflation
C53 : Mathematical and Quantitative Methods→Econometric Modeling→Forecasting and Prediction Methods, Simulation Methods
E37 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Forecasting and Simulation: Models and Applications
- 16 February 2023
- ECONOMIC BULLETIN - BOXEconomic Bulletin Issue 1, 2023Details
- Abstract
- This box updates the analysis published in April 2022 that reviewed the Eurosystem and ECB staff inflation projections published since the start of the coronavirus (COVID-19) pandemic. The accuracy of short-term inflation projections made by Eurosystem and ECB staff deteriorated after Russia invaded Ukraine in February 2022. However, projection accuracy improved in the final quarter of 2022. Errors related to conditioning assumptions for energy commodity prices and the pass-through of those prices to consumer prices (complicated by the uncertain impact of fiscal policy measures) continue to account for a significant albeit declining share of the total staff inflation projection errors. The remaining errors are likely to relate to the impact of global supply chain bottlenecks and reopening effects following the pandemic. In addition, the exceptional size of commodity price shocks may have led to a much faster pass-through, while the high inflationary environment may have enabled easier repricing and required faster resetting of prices than had been observed in the past. In comparative terms, other international institutions and private forecasters have under-predicted short-term euro area inflation to a similar extent. Eurosystem and ECB staff are continuing to re-evaluate their models to further improve the accuracy of their projection techniques and to provide additional analyses that can inform projections in times of high uncertainty.
- JEL Code
- J2 : Labor and Demographic Economics→Demand and Supply of Labor
- 28 April 2022
- ECONOMIC BULLETIN - BOXEconomic Bulletin Issue 3, 2022Details
- Abstract
- This box reviews the large errors made throughout 2021 and the first quarter of 2022 in Eurosystem and ECB staff inflation projections. Errors in conditioning assumptions, notably due to unexpected energy price increases, are estimated to explain around three-quarters of these errors. Such errors are inherent to the nature of Eurosystem and ECB staff projections, which are conditioned on a set of assumptions, mainly stemming from market-based information including on energy prices. Supply bottlenecks being more persistent than expected, the recovery in economic activity being swifter than predicted, and the transmission of the energy price shock possibly being stronger than usual also played a role, and these factors likely explain a large portion of the errors in projecting HICP inflation excluding energy and food. A comparison with peer institutions shows that large inflation errors were widespread, not only across forecasters but also across economies. This emphasises the predominant role of global factors in a context of steep commodity price increases, especially for energy. While Eurosystem and ECB staff take all available information into account and continuously refine the models used in their projections, inflation developments are likely to remain challenging to forecast in the near term due to the volatile price movements in energy commodities, the uncertainty caused by the war in Ukraine and reopening effects following the removal of pandemic-related restrictions. In this context, complementing the Eurosystem and ECB staff baseline projections with scenario and sensitivity analyses help provide a richer representation of the inflation outlook.
- JEL Code
- C53 : Mathematical and Quantitative Methods→Econometric Modeling→Forecasting and Prediction Methods, Simulation Methods
E37 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Forecasting and Simulation: Models and Applications
E58 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Central Banks and Their Policies
- 21 September 2021
- OCCASIONAL PAPER SERIES - No. 271Details
- Abstract
- This paper analyses the implications of climate change for the conduct of monetary policy in the euro area. It first investigates macroeconomic and financial risks stemming from climate change and from policies aimed at climate mitigation and adaptation, as well as the regulatory and fiscal effects of reducing carbon emissions. In this context, it assesses the need to adapt macroeconomic models and the Eurosystem/ECB staff economic projections underlying the monetary policy decisions. It further considers the implications of climate change for the conduct of monetary policy, in particular the implications for the transmission of monetary policy, the natural rate of interest and the correct identification of shocks. Model simulations using the ECB’s New Area-Wide Model (NAWM) illustrate how the interactions of climate change, financial and fiscal fragilities could significantly restrict the ability of monetary policy to respond to standard business cycle fluctuations. The paper concludes with an analysis of a set of potential monetary policy measures to address climate risks, insofar as they are in line with the ECB’s mandate.
- JEL Code
- E52 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Monetary Policy
E58 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Central Banks and Their Policies
Q54 : Agricultural and Natural Resource Economics, Environmental and Ecological Economics→Environmental Economics→Climate, Natural Disasters, Global Warming
- 19 December 2019
- ECONOMIC BULLETIN - ARTICLEEconomic Bulletin Issue 8, 2019Details
- Abstract
- This article evaluates the performance of the Eurosystem/ ECB staff macroeconomic projections for the euro area in the context of the elevated macroeconomic volatility and uncertainty that has prevailed since the financial crisis. It finds that there has been considerable variability in projection errors over time. With regard to real GDP growth projections, errors that were substantial during the sovereign debt crisis have become more limited in recent years. As for headline inflation, unexpected fluctuations in oil prices – which in the staff macroeconomic projections are assumed to follow the path of oil price futures – played a dominant role in explaining the errors, as was the case during the pre-crisis years. On the other hand, HICP inflation excluding energy and food has been persistently overprojected since 2013. While these projection errors can also partly be attributed to errors in the conditioning technical assumptions, other factors (such as modelling errors, changes in economic relationships or judgement) have also played a key role at different points in time. The forecast performance of the Eurosystem/ECB staff macroeconomic projections has been broadly similar to that of other international institutions and of private sector forecasters, suggesting that projection errors have been mainly driven by common elements. These may include economic shocks unforeseeable to any forecaster and developments that have become more prominent since the financial crisis, including, among other things, structural reforms, changes in the relationship between slack and prices, globalisation and digitalisation.
- JEL Code
- C53 : Mathematical and Quantitative Methods→Econometric Modeling→Forecasting and Prediction Methods, Simulation Methods
E37 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Forecasting and Simulation: Models and Applications
E58 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Central Banks and Their Policies
- 30 September 2011
- OCCASIONAL PAPER SERIES - No. 128Details
- Abstract
- The distributive trades sector, which is primarily accounted for by wholesale and retail trade, is not only economically important in its own right, but also relevant to monetary policy. Ultimately, it is retailers who set the actual prices of most consumer goods. They are the main interface between producers of consumer goods and consumers, with around half of private consumption accounted for by retail trade. The
- JEL Code
- E58 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Central Banks and Their Policies
F41 : International Economics→Macroeconomic Aspects of International Trade and Finance→Open Economy Macroeconomics