- Economy
- News Desk
- Source: European Central Bank https://www.ecb.europa.eu//pub/pdf/scpwps/ecb.wp3294~343f6d6c31.en.pdf
The European Central Bank has published a research paper showing that analysing the full term structure of inflation risks provides valuable information about the persistence of inflation shocks in the euro area and how far changes in the inflation outlook become embedded at longer horizons. The paper, covering 2009-2026, was issued by the ECB and uses market prices of zero-coupon inflation caps and floors to estimate risk-neutral densities at short, medium and long-term horizons.
Key facts
How does the ECB paper measure inflation risks?
- The paper estimates spot and forward risk-neutral densities at short-, medium- and long-term horizons for the euro area over 2009-2026.
- The methodology combines a non-parametric approach with a Student’s t-copula to extract long-horizon risks from liquid instruments alone, at daily frequency, without forward-starting contracts.
- Short- and medium-term inflation risks are mainly associated with current inflation, confidence indicators, commodity prices and near-term macroeconomic risks.
- Long-term inflation risks are more strongly related to monetary and financial conditions.
The research, published by the European Central Bank, uses prices of traded zero-coupon inflation caps and floors to develop a robust non-parametric methodology. Combined with a Student’s t-copula, this allows the authors to estimate spot and forward risk-neutral densities at short-, medium- and long-term horizons. A key feature is that long-horizon risks are identified from liquid instruments alone, at daily frequency, without relying on forward-starting contracts. What does the term structure reveal about inflation?
Focusing on the euro area over the period 2009-2026, the paper shows that the term structure of inflation risks provides valuable information about the persistence of inflation shocks and the degree to which changes in the inflation outlook become embedded at longer horizons. In other words, the way risks are distributed across maturities helps explain how long inflation pressures might last and how firmly expectations are anchored. Why do different horizons matter?
The analysis also reveals marked heterogeneity in the macroeconomic and financial conditions associated with inflation risks across horizons. Short- and medium-term risks are mainly linked to current inflation, confidence indicators, commodity prices and near-term macroeconomic risks. By contrast, long-term risks are more strongly related to monetary and financial conditions. These findings highlight the importance of analysing the entire term structure of inflation risks rather than relying on a single maturity. What are the implications for monetary policy?
The paper’s conclusions suggest that monitoring the full curve of inflation risks could give policymakers a more nuanced view of inflation dynamics, helping to distinguish between transient shocks and more persistent pressures. For European consumers and businesses, a clearer understanding of how inflation risks evolve across horizons could inform expectations about future price developments.
The ECB paper does not make specific policy recommendations, but its findings contribute to the ongoing debate on how to assess inflation risks in the euro area. The research covers data up to 2026, and further analysis may follow as new data become available.
Source: European Central Bank
— ECB Executive Board member Frank Elderson told COP17's Finance and Biodiversity Day that nature loss poses direct risks to the euro area economy, citing ECB dat