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ECB - European Central Bank
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Latest releases on the ECB website - Press releases, speeches and interviews, press conferences.
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Financial stability risks from linkages between banks and the non-bank financial intermediation sector
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Margins as canaries in the coal mine
Central clearing counterparties (CCPs) manage counterparty risk by requiring clearing members to post margins. This paper explores the role of margins as “canaries in the coal mine:†By inducing defaults of fragile counterparties before contract maturity, margin calls enable CCPs to transfer these contracts to other counterparties, thereby preserving risk sharing. Our model reveals a pecking order of CCP risk management tools. When fragility is low, loss sharing among original counterparties suffices. When fragility is high, such that defaults at contract maturity would trigger cascading failures among clearing members, the CCP optimally complements loss sharing with margins. It is optimal to use margins as canaries when the balance sheets of fragile counterparties are severely impaired. Our findings highlight the complementary nature of CCP risk management tools: margins, loss sharing, and counterparty replacement.
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Fiscal monitoring with VARs
We design a Bayesian Mixed-Frequency vector autoregression (VAR) model for fiscal monitoring, i.e., to nowcast the government deficit-to-GDP ratio in real time and provide a narrative for its dynamics. The model incorporates both monthly cash and quarterly accrual fiscal indicators, together with other high-frequency macroeconomic and financial variables, as well as real GDP and the GDP deflator. Our model produces timely monthly density nowcasts of the annual deficit ratio, while governments and official institutions generally only publish their point predictions bi-annually. Based on a database of real-time vintages of macroeconomic, financial and fiscal variables for Italy, we show that the nowcasts of the annual deficit to GDP ratio of our model are similarly or more accurate than those of the European Commission, depending on the month in which the nowcast is produced. Our scenario analysis compares the dynamics of the deficit ratio associated with a monetary and a typical recession, finding a more muted response in the latter case.
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Why is Europe lagging behind in high tech sectors? The role of institutional and regulatory quality
This paper investigates the relationship between institutional and regulatory quality, and high-tech sector investment. Using data from 25 European Union (EU) countries from 2004 to 2019 (extended to 2023 for artificial intelligence-specific analyses), the study examines how institutional governance, labour market regulations, and business regulations influence investments in innovative, high-tech, and artificial intelligence-intensive sectors. The findings reveal that better institutional quality and less burdensome regulations are associated with higher investment shares in innovative, high-tech, and artificial intelligence industries. Raising EU countries’ institutional and regulatory quality to the level of the current EU frontier could raise the share of investment in high-technology sectors by as much as 50%, hence notably narrowing the existent EU-US investment gap. These results highlight the importance of effective governance and efficient regulations in fostering investment, innovation, and therefore long-term productivity growth.
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Climate change, catastrophes, insurance and the macroeconomy
This paper examines the role of insurance in mitigating the adverse macroeconomic effects of climate-related catastrophes. We first develop a stylised theoretical growth model which incorporates a role for natural catastrophes, climate change and insurance. This illustrates how insurance can mitigate the impact of catastrophes and articulates the potential effect of falling insurance coverage as global warming intensifies. The model also provides a basis for our empirical analysis which explores the link between insurance coverage and the macroeconomic impact of catastrophes for a sample of several thousand disaster events across 47 developed and middle income countries between 1996 and 2019. The results confirm that higher insurance coverage is associated with less severe macroeconomic consequences of disasters. With climate-related catastrophes becoming ever more frequent and severe, our findings highlight the importance of developing policies to reduce the climate insurance protection gap.
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ECB staff opinion on the revised European Sustainability Reporting Standards (ESRS)
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Fiscal seigniorage and price level determination in a currency union
I study price level determination in a currency union when some member countries’ government securities earn a convenience yield. These â€convenience assets†generate fiscal seigniorage revenues that, given appropriate fiscal and monetary policies, back the union’s price level, much like primary surpluses and monetary seigniorage do. An exogenous drop in the private-sector demand for convenience assets reduces seigniorage revenues and raises the price level. It also results in a wealth transfer across countries owing to the heterogeneity in convenience yields.
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Money demand by non-financial corporations
We document empirically the money demand by European non-financial corporations by exploiting a unique and brand-new survey on their cash usage in a stress period. We also assess: (i) the relation between cash held and firm size; and (ii) estimate point values of cash holdings and carry out statistical comparisons along the sectoral and country dimensions. First, we find that cash holdings are inversely related to firm size, providing additional evidence that Small and Medium Enterprises (SMEs) tend to store more cash relative to their larger peers. Second, we find that cash-intensive sectors and†cash-friendly†countries display right-shifted distributions of cash holdings with statistically-significant larger average holdings. We argue that in a low interest rate and low inflation environment cash holdings serve as a store of value for European firms, in particular for SMEs which are more likely to be financially constrained, especially in crisis times.
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Consumer price stickiness in the euro area during an inflation surge
We use CPI micro data for nine euro area countries to document new evidence on consumer price stickiness in the euro area during the 2021-2024 inflation cycle. In 2022, the monthly frequency of price changes reached 12%, compared with an average of 8% over 2010–2019, roughly a four-percentage-point increase; it then fell quickly in 2023 and more slowly in 2024, ending close to its pre-pandemic level. The decline in the frequency of price changes was faster for food and nonenergy industrial goods (NEIG) than for services, where frequencies remained elevated in 2024. The overall frequency rose mainly because there were more price increases, while the magnitude of the average size of the price increases or decreases changed only marginally during the surge. Products with a larger imported-energy cost share responded more strongly, and hazard-rate evidence shows that the probability of price adjustments increases with the gap between actual and optimal prices, consistent with state-dependent pricing and a steepening of the Phillips curve. To illustrate the implications of this state dependence, a macro model suggests that peak inflation would have been almost 1 percentage point lower if the frequency had not responded to the inflation surge.
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The labour market in the euro area: and yet, it moves!
Unlike past high-inflation episodes, the euro area labour market remained surprisingly resilient during the inflation surge of the early 2020s. This paper investigates the drivers of this resilience by combining long-span euro area macroeconomic data (1970–2025) with a structural VAR analysis that disentangles the roles of aggregate demand and supply, monetary policy, and factor-substitution shocks. Our findings show that, in contrast to the 1970s and 1980s, the decline in real wages has supported labour demand and, more broadly, the labour market, thereby helping to explain the decoupling between output and employment. We also find that monetary policy shocks have had a stronger impact on output than on employment,further amplifying the pro-cyclicality of labour productivity.
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Letter from the ECB President to Mr Fabio de Masi, MEP, on institutional matters
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Main findings from the ECB’s recent contacts with non-financial companies
This box summarises the main findings from recent contacts between ECB staff and representatives of 79 leading non-financial companies operating in the euro area. According to these exchanges, which took place between 5 and 14 January 2026, business momentum and confidence had continued to improve in recent months, although the outlook was clouded by concerns surrounding the competitiveness of the euro area in the wake of changing global trade patterns. Employment growth and its outlook remained lacklustre. Price growth remained moderate overall and continued to be driven by growth in services prices. Firms continued to anticipate further wage moderation.
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The ECB Survey of Professional Forecasters - First quarter of 2026
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The euro area bank lending survey - Fourth quarter of 2025
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Survey on the Access to Finance of Enterprises in the euro area - Fourth quarter of 2025
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