European Central Bank

The protectionist gamble: How tariffs shape greenfield foreign direct investment

Motivated by current events, this paper assesses the impact of tariff increases on bilateral greenfield foreign direct investment (FDI) over the period 2016-2023. Leveraging a comprehensive dataset of announced greenfield investment projects, official FDI statistics, and bilateral product-level tariff data, we estimate a series of gravity equations to uncover key relationships. Our results show that, at an aggregate level, tariff increases are associated with a rise in greenfield FDI, consistent with the tariff-jumping hypothesis.

Geopolitical risk, bank lending and real effects on firms: evidence from the Russian invasion of Ukraine

This paper investigates whether geopolitical risk causes a reduction in bank lending. In particular, it focuses on how the increase in geopolitical risk stemming from the Russian invasion of Ukraine affected euro area bank credit supply. Matching granular supervisory and credit register data and using a panel difference-in-difference approach, the results show that banks with larger exposure to the increase in geopolitical risk cut lending significantly more than those with smaller exposure.

Reputation for Confidence

We model how a central bank communicates its noisy forecasts (forward guidance) while taking into account its own uncertainty (confidence) and the public’s perception of the bank’s uncertainty (reputation for confidence). This creates a mismatch between the public and central bank’s interpretation of the bank announcement which induces the bank to communicate with partial transparency and deliberate imprecision. Moreover, with higher confidence (lower reputation) announcements are more precise.

Developing distributional national accounts: first attempt to estimate a joint distribution for income and wealth for the euro area

In recent years, projects have sought to embed distributional aspects within national accounts, with household distributional information set to feature in the next System of National Accounts. There is growing emphasis on capturing all material dimensions of welfare—income, consumption, and wealth—at both macro and micro levels within a unified framework.

Developing distributional national accounts: first attempt to estimate a joint distribution for income and wealth for the euro area

In recent years, projects have sought to embed distributional aspects within national accounts, with household distributional information set to feature in the next System of National Accounts. There is growing emphasis on capturing all material dimensions of welfare—income, consumption, and wealth—at both macro and micro levels within a unified framework.

Reputation for Confidence

We model how a central bank communicates its noisy forecasts (forward guidance) while taking into account its own uncertainty (confidence) and the public’s perception of the bank’s uncertainty (reputation for confidence). This creates a mismatch between the public and central bank’s interpretation of the bank announcement which induces the bank to communicate with partial transparency and deliberate imprecision. Moreover, with higher confidence (lower reputation) announcements are more precise.

Banking on assumptions? How banks model deposit maturities

How do banks manage the behavioural maturity of non-maturing deposits (NMDs)? Using a rich and confidential dataset, we investigate how banks model deposit maturities based on internal assumptions. Although NMDs are contractually floating-rate liabilities with zero maturity, banks reallocate them across different maturity buckets using models that reflect past customer behaviour. Notably, only 20% of NMDs are treated as having zero maturity, while about 10% are assigned maturities beyond seven years. We assess whether these modelling assumptions align with banks’ deposit structures.

Banking on assumptions? How banks model deposit maturities

How do banks manage the behavioural maturity of non-maturing deposits (NMDs)? Using a rich and confidential dataset, we investigate how banks model deposit maturities based on internal assumptions. Although NMDs are contractually floating-rate liabilities with zero maturity, banks reallocate them across different maturity buckets using models that reflect past customer behaviour. Notably, only 20% of NMDs are treated as having zero maturity, while about 10% are assigned maturities beyond seven years. We assess whether these modelling assumptions align with banks’ deposit structures.

Human rights, the climate emergency, and the financial system

On 9 April 2024, the European Court of Human Rights (ECtHR) delivered a landmark ruling in Verein KlimaSeniorinnen Schweiz and Others v. Switzerland. The ruling was handed down together with two further rulings in Duarte Agostinho and others v. Portugal and others, and in Carême v. France. The ruling marked the first time the ECtHR held that insufficient climate action by a state constitutes a violation of human rights under the European Convention on Human Rights (ECHR).

Main findings from the ECB’s recent contacts with non-financial companies

This box summarises the findings of recent contacts between ECB staff and representatives of 71 leading non-financial companies operating in the euro area. According to these exchanges, which took place between 29 September and 9 October 2025, business conditions improved slightly in recent months, but they remained consistent with only modest growth in activity, with the manufacturing sector still weighed down by tariffs, uncertainty and challenges to competitiveness. The employment outlook also remained relatively subdued. Price growth continued to moderate.

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