21.05.2025 • 17/2025
Uncertainty Holds Back European Economy ‒ Report by AIECE, a Network of European Economic Research Institutes
The AIECE Association of European Economic Research Institutes has today published its bi-annual General Report, following the Spring 2025 Meeting held in Oslo hosted by Statistics Norway. The Halle Institute for Economic Research (IWH) is a long-time member of this network and regularly contributes its economic expertise to the joint analyses and forecasts. On average, AIECE member institutes forecast EU GDP to grow by of 1.2% in 2025 and 1.5% in 2026. The average forecast for Euro Area GDP growth is 1.0% and 1.3%. These forecasts are a bit more optimistic than those presented in the OECD's March 2025 Interim Report and the IMF's Spring 2025 World Economic Outlook.
Axel Lindner
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Assumption Errors and Forecast Accuracy: A Partial Linear Instrumental Variable and Double Machine Learning Approach
Katja Heinisch, Fabio Scaramella, Christoph Schult
IWH Discussion Papers,
No. 6,
2025
Abstract
Accurate macroeconomic forecasts are essential for effective policy decisions, yet their precision depends on the accuracy of the underlying assumptions. This paper examines the extent to which assumption errors affect forecast accuracy, introducing the average squared assumption error (ASAE) as a valid instrument to address endogeneity. Using double/debiased machine learning (DML) techniques and partial linear instrumental variable (PLIV) models, we analyze GDP growth forecasts for Germany, conditioning on key exogenous variables such as oil price, exchange rate, and world trade. We find that traditional ordinary least squares (OLS) techniques systematically underestimate the influence of assumption errors, particularly with respect to world trade, while DML effectively mitigates endogeneity, reduces multicollinearity, and captures nonlinearities in the data. However, the effect of oil price assumption errors on GDP forecast errors remains ambiguous. These results underscore the importance of advanced econometric tools to improve the evaluation of macroeconomic forecasts.
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Joint Economic Forecast
Joint Economic Forecast The Joint Economic Forecast analyses and forecasts the economic situation in Germany. The forecasts are produced twice a year, in spring and autumn. The…
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IWH Flash Indicator
IWH Flash Indicator The IWH Flash Indicator is a forecasting tool which provides early information on economic development. While the German Federal Statistical Office publishes…
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IWH-Flash-Indikator II. und III. Quartal 2025
Katja Heinisch, Oliver Holtemöller, Axel Lindner, Birgit Schultz
IWH-Flash-Indikator,
No. 2,
2025
Abstract
Nach einer Phase weitgehender Stagnation zeigt die deutsche Wirtschaft zu Beginn des Jahres 2025 Anzeichen einer leichten Erholung. Im ersten Quartal stieg das Bruttoinlandsprodukt (BIP) um 0,2% und machte damit den Rückgang aus dem vierten Quartal 2024 wieder wett. Dennoch bleibt die wirtschaftliche Dynamik insgesamt sehr verhalten (vgl. Abbildung 1). Zwar legten sowohl der private Konsum als auch die Investitionen gegenüber dem Vorquartal zu, doch deutet bislang wenig auf eine nachhaltige Trendwende hin.
Auch wenn sich die aktuelle Geschäftslage vieler Unternehmen verbessert hat, trüben sich die Erwartungen bereits wieder ein. Neben der Unsicherheit bezüglich der US-Wirtschaftspolitik, die sich dämpfend auf die Investitionsneigung auswirkt, ist derzeit schwer abschätzbar, inwieweit die neue Bundesregierung Impulse setzen kann. Eine schnelle wirtschaftliche Erholung ist nicht zu erwarten. Laut IWH-Flash-Indikator wird das BIP im zweiten Quartal 2025 um 0,3% und im dritten Quartal um 0,2% zulegen.
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Board Announcements Apr 27, 2026: Evaluation Report Nov 06, 2025: Evaluation 2025: feedback Nov 03, 2025: Evaluation 2025: important information Oct 02, 2025: Second Trial…
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Wirtschaft im Wandel
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