European Central Bank

Nowcasting Made Easier: a toolbox for economists

12/13/2024 European Central Bank Central banks

We provide a versatile nowcasting toolbox that supports three model classes (dynamic factor models, large Bayesian VAR, bridge equations) and offers methods to manage data selection and adjust for Covid-19 observations. The toolbox aims at simplifying two key tasks: creating new nowcasting models and improving the policy analysis. For model creation, the toolbox automatizes testing input variables, assessing model accuracy, and checking robustness to the Covid period.

Monetary policy pass-through to consumer prices: evidence from granular price data

12/03/2024 European Central Bank Central banks

We document that about 33% of the core inflation basket in the euro area is sensitive to monetary policy shocks. We assess potential theoretical mechanisms driving the sensitivity. Our results suggest that items of a discretionary nature, as reflected in a higher share in the consumption baskets of richer households, and those with larger role of credit in financing their purchase, tend to be more sensitive.Non-sensitive items are more frequently subject to administered prices and include non-discretionary items such as rents and medical services.

The macroeconomic effects of liquidity supply during financial crises

11/28/2024 European Central Bank Central banks

Negative economic shocks can cause waves of investor pessimism about the resilience of banks, which, in turn, generate additional adverse macroeconomic effects. This is commonly cited as an explanation for the economic havoc wrought by the global financial crisis of 2007-08. We introduce the notion of pessimism in a real business cycle model, which is a standard framework for business cycle analysis. The possibility of waves of pessimism generates countercyclical demand from banks for liquid assets (e.g., bank reserves).

Going NUTS: the regional impact of extreme climate events over the medium term

11/27/2024 European Central Bank Central banks

The projected increase in extreme climate events in the coming decades is likely to exacerbate the existing productivity and demographic challenges facing Europe. We study the dynamic, medium-run macroeconomic effects of heatwaves, droughts and floods in 1160 EU regions through the lens of a local projections, difference in difference framework. Summer heatwaves and droughts lower medium-term output, but the impact from floods depends on regional income levels. High-income regions witness reconstruction activity, less wealthy regions do not.

Green asset pricing

11/20/2024 European Central Bank Central banks

This paper demonstrates that empirically grounding the discount factor significantly influences the determination of the carbon price. Using two complementary nonlinear statistical approaches, we assess which utility formulations and corresponding stochastic discount factors best align with U.S. data. We provide evidence that habit formation is essential for capturing the time variation in the stochastic discount factor necessary to match the data. This increased time variation raises the carbon price by 32% and makes it five times more procyclical compared to standard models.

Banks and non-banks stressed: liquidity shocks and the mitigating role of insurance companies

11/14/2024 European Central Bank Central banks

This paper documents the extension of the system-wide stress testing framework of the ECB with the insurance sector for a more thorough assessment of risks to financial stability. The special nature of insurers is captured by the modelling of the liability side and its loss absorbing capacity of technical provisions as the main novel feature of the model.

Banks lose – someone gains: Households’ unequal exposure to financial distress

10/30/2024 European Central Bank Central banks

Is the burden of distress in the banking sector shared equally among households, or is it distributed unevenly? Following the global financial crisis, the economic consequences of severe disruptions to the banking sector and the unequal impact of recessions have become a key concern of macroeconomic policy. This article examines how temporary banking sector losses affect households differently according to their income levels. The analysis reveals that low-income households bear most of the burden, while high-income households tend to be less adversely affected.

Heterogeneous effects of monetary tightening in response to energy price shocks

10/23/2024 European Central Bank Central banks

This article analyses how monetary policy shapes the aggregate and distributional effects of an energy price shock. Based on the observed heterogeneity in consumption exposures to energy and household wealth, we build a quantitative small open-economy Heterogeneous Agent New Keynesian (HANK) model that matches salient features of the euro area data. The model incorporates energy as both a consumption good for households with non-homothetic preferences as well as a factor input into production with input complementarities.

Consumer demand for central bank digital currency as a means of payment

09/18/2024 European Central Bank Central banks

What factors could drive transactional demand for central bank digital currency (CBDC)? We analyse payment survey data to arrive at a framework for understanding the role of adoption frictions and design strategies in shaping CBDC demand. The results of our analysis show that, while consumers may initially prefer to use more traditional payment methods, a design tailored to their specific needs could significantly increase CBDC uptake. Raising awareness and capitalising on network effects could also boost demand for CBDC.

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