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SPEECH

AI and the European economy

The impact of AI on productivity, employment and inflation remains uncertain at this stage, says Chief Economist Philip R. Lane. The speed and breadth of adoption, the scale of investment, and the capacity of economies to adapt will heavily determine their macroeconomic impact.

Read Philip R. Lane’s speech
SPEECH 23 March 2026

Preparing Europe for digital finance

A new phase of digital finance is taking shape, says Executive Board member Piero Cipollone. We aim to achieve an integrated European market for digital assets, with safe central bank money as the backbone of the system.

Read Piero Cipollone’s speech
INTERVIEW 23 March 2026

Monitoring risks amid high uncertainty

We are closely monitoring the economic impact of the war in the Middle East, Vice-President Luis de Guindos tells El Mundo. We will monitor the situation and be alert to potential second-round effects.

Read the Vice-President’s interview
CONFERENCE 23 March 2026

Conference on Forecasting Techniques

Join us today from 9:00 CET for the first day of the 13th ECB Conference on Forecasting Techniques, where researchers, experts and policymakers will discuss the latest methods and share their insights and views.

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23 March 2026
PRESS RELEASE
20 March 2026
GOVERNING COUNCIL DECISIONS - OTHER DECISIONS
20 March 2026
BALANCE OF PAYMENTS (MONTHLY)
Deutsch
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Annexes
20 March 2026
BALANCE OF PAYMENTS (MONTHLY)
19 March 2026
MONETARY POLICY DECISION
17 March 2026
WEEKLY FINANCIAL STATEMENT
Annexes
17 March 2026
WEEKLY FINANCIAL STATEMENT - COMMENTARY
23 March 2026
Keynote speech by Philip R. Lane, Member of the Executive Board of the ECB, at ECB-SAFE-RCEA International Conference on the Climate-Macro-Finance Interface (3CMFI)
23 March 2026
Keynote speech by Piero Cipollone, Member of the Executive Board of the ECB, at an event on “Building Europe’s integrated digital asset ecosystem: from vision to implementation” hosted by the House of the Euro
21 March 2026
Slides by Piero Cipollone, Member of the Executive Board of the ECB, at BRIE-CITRIS, Bruegel and the Bank of Finland Joint Workshop
English
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19 March 2026
Christine Lagarde, President of the ECB, Luis de Guindos, Vice-President of the ECB, Frankfurt am Main, 19 March 2026
9 March 2026
Opening remarks by Frank Elderson, Member of the Executive Board of the ECB and Vice-Chair of the Supervisory Board of the ECB, at the NGFS Annual Plenary Event panel discussion on “Incorporating nature into supervisory practices”
23 March 2026
Interview with Luis de Guindos, Vice-President of the ECB, conducted by Carlos Segovia on 20 March 2026
English
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8 March 2026
Interview with Christine Lagarde, President of the ECB, conducted by Benedetta Poletti on 12 February 2026
3 March 2026
Interview with Philip R. Lane, Member of the Executive Board of the ECB, conducted by Olaf Storbeck on 26 February 2026
21 February 2026
Interview with Christine Lagarde, President of the ECB, conducted by Emma Tucker, Chelsey Dulaney, Greg Ip, Nick Timiraos, Daniel Colarusso and Amol Sharma on 19 February 2026
19 February 2026
Interview with Frank Elderson, Member of the Executive Board of the ECB and Vice-Chair of the Supervisory Board of the ECB, conducted by Laura Noonan and Nick Comfort on 17 February 2026
21 March 2026
After a decade of Greek recovery, questions remain: Are banks strong enough to support the economy? What can be done to close the gap in living standards? This post explores Greece’s achievements, challenges and lessons on the path from crisis to recovery, and towards resilience.
Details
JEL Code
E02 : Macroeconomics and Monetary Economics→General→Institutions and the Macroeconomy
G20 : Financial Economics→Financial Institutions and Services→General
O10 : Economic Development, Technological Change, and Growth→Economic Development→General
12 March 2026
As payments and financial markets go digital, central bank money must evolve too. The Eurosystem is working with market participants to ensure that tokenised finance can settle safely in central bank money, supporting innovation, integration and Europe’s financial sovereignty.
Details
JEL Code
E42 : Macroeconomics and Monetary Economics→Money and Interest Rates→Monetary Systems, Standards, Regimes, Government and the Monetary System, Payment Systems
D53 : Microeconomics→General Equilibrium and Disequilibrium→Financial Markets
10 March 2026
Healthy oceans are vital for our economies. Stopping marine degradation would protect industries like fishing and tourism, while also helping to combat climate change. The ECB Blog discusses the action that needs to be taken and why these challenges matter to central banks.
Details
JEL Code
E50 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→General
Q50 : Agricultural and Natural Resource Economics, Environmental and Ecological Economics→Environmental Economics→General
9 March 2026
Euro area unemployment is near record lows and set to fall further. Yet wage growth is projected to moderate. Paradox? Not if you look beyond unemployment – immigration, participation, job switching and firms’ hiring intentions are all part of the story.
Details
JEL Code
J20 : Labor and Demographic Economics→Demand and Supply of Labor→General
J30 : Labor and Demographic Economics→Wages, Compensation, and Labor Costs→General
J60 : Labor and Demographic Economics→Mobility, Unemployment, Vacancies, and Immigrant Workers→General
E50 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→General
4 March 2026
Artificial intelligence is everywhere, and the workplace is no exception. But will it empower workers, or is it set to replace them? This blog post looks at the impact of AI use and investment on firms’ current and future hiring and firing decisions.
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JEL Code
O33 : Economic Development, Technological Change, and Growth→Technological Change, Research and Development, Intellectual Property Rights→Technological Change: Choices and Consequences, Diffusion Processes
J20 : Labor and Demographic Economics→Demand and Supply of Labor→General
23 March 2026
WORKING PAPER SERIES - No. 3202
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Abstract
This paper provides the first causal estimate of the economic impact of interlinking payment systems across countries. We exploit a new dataset of payment systems interlinking initiatives, which identifies over 2,000 connections, and employ standard gravity methods to estimate their impact on trade flows. Consistent with trade costs theory, we find that inter-connected countries have around 4% higher trade volumes, roughly half the effect of a trade agreement and a quarter of the effect of a common currency area. Our results isolate the average effect on trade, of directly connecting fast payment systems, net of country pairs already accessing the correspondent banking network. The estimated impact is larger for payment systems that allow wholesale transactions, those that link small countries, which, typically, are less connected to the correspondent banking network, and for geographical areas that face high cross-border payment costs. This suggests that the benefits from interlinking are derived from reduced cross-border trade costs. Our findings are causal – proved by parametric and semi-parametric estimators – and robust to numerous additional controls, including exclusion of the largest interlinked country group, the euro area.
JEL Code
E42 : Macroeconomics and Monetary Economics→Money and Interest Rates→Monetary Systems, Standards, Regimes, Government and the Monetary System, Payment Systems
F15 : International Economics→Trade→Economic Integration
F30 : International Economics→International Finance→General
23 March 2026
OCCASIONAL PAPER SERIES - No. 382
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Abstract
This paper provides an overview of analytical work conducted largely in 2025, under their own aegis, by experts from various European central banks and authorities in the field of crypto-asset monitoring and presented at the Crypto-Asset Monitoring Expert Group (CAMEG) 2025 Conference. Currently, risks stemming from crypto-assets and the potential implications for central banking and relevant authorities’ domains remain limited and/or manageable, also given the existing regulatory and oversight frameworks. Nevertheless, the importance of monitoring developments in crypto-assets, raising awareness of the potential risks and fostering analytical preparedness cannot be overstated. This paper offers a brief background of the 2025 activities of CAMEG, which brings together experts from the European System of Central Banks and the European Banking Authority. It also provides abstracts from various CAMEG and non-CAMEG papers and other analytical works presented at the conference held on 30 and 31 October 2025. The conference aimed to take stock of analytical work and data issues in the area of crypto-assets, while fostering European collaboration and monitoring in this field. Finally, this paper outlines the prospective way forward for CAMEG, focusing on gaining greater insight into data and deepening analytical work on interlinkages, crypto-asset adoption and the latest trends.
JEL Code
E42 : Macroeconomics and Monetary Economics→Money and Interest Rates→Monetary Systems, Standards, Regimes, Government and the Monetary System, Payment Systems
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
G23 : Financial Economics→Financial Institutions and Services→Non-bank Financial Institutions, Financial Instruments, Institutional Investors
O33 : Economic Development, Technological Change, and Growth→Technological Change, Research and Development, Intellectual Property Rights→Technological Change: Choices and Consequences, Diffusion Processes
23 March 2026
SURVEY OF MONETARY ANALYSTS - AGGREGATE RESULTS
19 March 2026
MACROECONOMIC PROJECTIONS FOR THE EURO AREA
Annexes
19 March 2026
MACROECONOMIC PROJECTIONS FOR THE EURO AREA
12 March 2026
LEGAL ACT
10 March 2026
WORKING PAPER SERIES - No. 3201
Details
Abstract
We analyze the sources of the pandemic-era inflation surge in the euro area using a Bayesian vector autoregression (BVAR) model. By applying narrative, sign, zero, and inequality restrictions,this study is the first that jointly analyzes the inflationary effects of energy and non-energy supply and policy and non-policy demand factors, including fiscal policy, conventional and unconventional monetary policy. Factoring in that energy price dynamics also responded to aggregate demand conditions, we find that the pandemic-era inflation surge in the euro area was driven by a combination of supply and demand factors. Energy-related supply side constraints, even if less important than often estimated, were a key factor in the run up of inflation. Fiscal and monetary policies were accommodative but not the dominant drivers.
JEL Code
C11 : Mathematical and Quantitative Methods→Econometric and Statistical Methods and Methodology: General→Bayesian Analysis: General
C32 : Mathematical and Quantitative Methods→Multiple or Simultaneous Equation Models, Multiple Variables→Time-Series Models, Dynamic Quantile Regressions, Dynamic Treatment Effect Models, Diffusion Processes
E31 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Price Level, Inflation, Deflation
E52 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Monetary Policy
10 March 2026
LEGAL ACT
6 March 2026
LETTERS TO MEPS
English
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5 March 2026
WORKING PAPER SERIES - No. 3200
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Abstract
We introduce a novel methodology, ”parametric tilting,” for incorporating external information into econometric model-based density forecasts. Unlike traditional entropic tilting, which can generate unrealistic or unstable distributions under certain conditions, parametric tilting ensures more reliable and numerically stable results. Our approach leverages the flexibility of the skew-T distribution, which captures key moments of macroeconomic time series, and minimizes the Kullback-Leibler divergence between the target and model-based distributions. This method overcomes limitations of entropic tilting, such as multimodal or degenerate distributions, providing a robust alternative for policymakers and researchers aiming to integrate external views into probabilistic forecasting frameworks.
JEL Code
C14 : Mathematical and Quantitative Methods→Econometric and Statistical Methods and Methodology: General→Semiparametric and Nonparametric Methods: General
C53 : Mathematical and Quantitative Methods→Econometric Modeling→Forecasting and Prediction Methods, Simulation Methods
E52 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Monetary Policy
3 March 2026
WORKING PAPER SERIES - No. 3199
Details
Abstract
This paper studies the effects of stablecoin adoption—crypto-assets designed to maintain a stable value relative to a reference asset—on bank intermediation and the transmission of monetary policy. Using evidence from the rapid expansion of stablecoins combined with confidential granular data on euro area banks and their individual borrowers, we document three main findings. First, stablecoin adoption induces a deposit-substitution mechanism, whereby funds shift from retail bank deposits to digital assets. This reallocation increases banks’ reliance on wholesale funding and can ultimately constrain their intermediation capacity. Second, we show that stablecoins alter the passthrough of policy rates to bank funding costs and lending conditions and potentially weaken the predictability of policy actions. These effects are nonlinear and depend critically on the scale of stablecoin adoption, their design features, and their regulatory treatment. Third, we document a potential risk associated with the growing prevalence of foreign-currency-denominated stablecoins. Their diffusion is likely to increase banks’ reliance on foreign-currency wholesale funding. We show that banks with greater exposure to this source of funding exhibit a weaker loan-supply response to domestic monetary policy shocks, indicating a weakening of monetary policy transmission and a potential erosion of monetary sovereignty.
JEL Code
E52 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Monetary Policy
E44 : Macroeconomics and Monetary Economics→Money and Interest Rates→Financial Markets and the Macroeconomy
3 March 2026
AMI-SECO REPORT
2 March 2026
OTHER PUBLICATION
2 March 2026
SURVEY OF MONETARY ANALYSTS
27 February 2026
WORKING PAPER SERIES - No. 3198
Details
Abstract
We investigate whether satellite observations of nitrogen dioxide (NO₂) – a short-lived pollutant primarily emitted by fossil fuel combustion – can improve the forecasting of oil demand. After retrieving, cleaning, and aggregating daily satellite data, we integrate NO₂ into a range of forecasting models. Across a panel of advanced and emerging economies, we find that including NO₂ significantly enhances nowcasting accuracy relative to benchmark models based on autoregressive terms and traditional predictors such as industrial activity, prices, weather, and vehicle registrations. Accuracy gains are particularly strong during crisis episodes but remain present in more stable times. Non-linear models, especially neural networks, yield the largest improvements, highlighting the non-linear link between energy demand and pollution. By offering a timely, globally consistent, and freely available proxy, satellite-based NO₂ data provide a valuable new tool for real-time monitoring of oil dema
JEL Code
C51 : Mathematical and Quantitative Methods→Econometric Modeling→Model Construction and Estimation
C81 : Mathematical and Quantitative Methods→Data Collection and Data Estimation Methodology, Computer Programs→Methodology for Collecting, Estimating, and Organizing Microeconomic Data, Data Access
E23 : Macroeconomics and Monetary Economics→Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy→Production
E37 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Forecasting and Simulation: Models and Applications
27 February 2026
WORKING PAPER SERIES - No. 3197
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Abstract
We study the distributional consequences of the recent inflationary surge and the subsequent monetary policy response in the euro area. Using an estimated two-asset Heterogeneous Agent New Keynesian model with an overlapping generations structure, we analyze the macroeconomic shocks driving inflation between 2021 and 2022. We find that these shocks generated substantial redistribution from young and poor households toward older and wealthier ones. By keeping interest rates unchanged until mid-2022, monetary policy largely offset these distributional effects. A policy response based solely on a standard Taylor rule would have failed to mitigate the redistribution.
JEL Code
E31 : Macroeconomics and Monetary Economics→Prices, Business Fluctuations, and Cycles→Price Level, Inflation, Deflation
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
D31 : Microeconomics→Distribution→Personal Income, Wealth, and Their Distributions
26 February 2026
ANNUAL CONSOLIDATED BALANCE SHEET OF THE EUROSYSTEM
26 February 2026
ANNUAL ACCOUNTS
26 February 2026
WORKING PAPER SERIES - No. 3196
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Abstract
Using granular security-level data from bond funds domiciled in the US and the euro area, we identify a market-based risk-taking channel of monetary policy transmission via the credit-risk and the maturity structure of bond funds’ portfolios. We measure credit risk at the fund level as the weighted average credit rating of the fund’s bond holdings. We find that accommodative monetary policies by the Fed and the ECB are associated with increased risk in bond funds’ portfolios. Interestingly, risk-taking is more pronounced for funds with longer-term holdings relative to short-term ones and unconventional monetary policy exerts stronger market-based risk-taking effects than interest rate policy. Finally, we find that Fed’s monetary policy has a stronger impact on funds’ risk-taking behaviour than the ECB’s, highlighting the dominant role of US monetary policy in global financial markets.
JEL Code
E52 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit→Monetary Policy
G12 : Financial Economics→General Financial Markets→Asset Pricing, Trading Volume, Bond Interest Rates
G15 : Financial Economics→General Financial Markets→International Financial Markets
G20 : Financial Economics→Financial Institutions and Services→General
Network
Challenges for Monetary Policy Transmission in a Changing World Network (ChaMP)
25 February 2026
WORKING PAPER SERIES - No. 3195
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Abstract
When default losses elevate borrowing costs, expanding credit cannot stabilize the economy because default rates feedback to lending rates through bank balance sheets. Asset management companies (AMCs) break this loop by purchasing nonperforming loans at their long-run recovery values, thereby fixing the effective default rate that banks face. Government purchases of performing loans expand credit but leave this feedback intact. In a model calibrated to the eurozone, the AMC reduces quarterly default rates by 0.8 percentage points, lowers lending rates by 1.6 percentage points, and raises welfare by 0.2%. Government purchases crowd out bank deposits, contracting credit; default rates rise by 1.8 percentage points, lending rates increase by 1.2 percentage points, and welfare falls by 0.3%.
JEL Code
E44 : Macroeconomics and Monetary Economics→Money and Interest Rates→Financial Markets and the Macroeconomy
G01 : Financial Economics→General→Financial Crises
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
G28 : Financial Economics→Financial Institutions and Services→Government Policy and Regulation
25 February 2026
WORKING PAPER SERIES - No. 3194
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Abstract
We document a novel transmission channel of monetary policy through the homeowners insurance market. On average, contractionary monetary policy shocks result in higher homeowners insurance prices. Using granular data on insurers’ balance sheets, we show that this effect is driven by the interaction of financial frictions and the interest rate sensitivity of investment portfolios. Specifically, rate hikes reduce the market value of insurers’ assets, tightening insurers’ balance sheet constraints and increasing their shadow cost of capital. These frictions in insurance supply amplify the effects of monetary policy on real estate and mortgage markets by making housing less affordable. We find that monetary policy shocks have a stronger impact on home prices and mortgage applications when local insurers are more sensitive to interest rates. This channel is particularly pronounced in areas where households face high climate risk exposure. Our findings highlight the role of insurance markets in amplifying macroeconomic shocks and the interconnections between homeowners insurance, residential real estate, and mortgage lending.
JEL Code
E5 : Macroeconomics and Monetary Economics→Monetary Policy, Central Banking, and the Supply of Money and Credit
E44 : Macroeconomics and Monetary Economics→Money and Interest Rates→Financial Markets and the Macroeconomy
G21 : Financial Economics→Financial Institutions and Services→Banks, Depository Institutions, Micro Finance Institutions, Mortgages
G22 : Financial Economics→Financial Institutions and Services→Insurance, Insurance Companies, Actuarial Studies
G5 : Financial Economics
R3 : Urban, Rural, Regional, Real Estate, and Transportation Economics→Real Estate Markets, Spatial Production Analysis, and Firm Location
Network
Challenges for Monetary Policy Transmission in a Changing World Network (ChaMP)

Interest rates

Deposit facility 2.00 %
Main refinancing operations (fixed rate) 2.15 %
Marginal lending facility 2.40 %
11 June 2025 Past key ECB interest rates

Inflation rate

More on inflation

Exchange rates

USD US dollar 1.1596
JPY Japanese yen 183.86
GBP Pound sterling 0.86420
CHF Swiss franc 0.9124
Last update: 23 March 2026 Euro foreign exchange rates