This paper investigates the effectiveness of the European Central Bank’s (ECB) communication in shaping market expectations and real economic outcomes. Using a transformer-based large language model (LLM) fine-tuned to ECB communication, the tone of monetary policy statements from 2003 to 2025 is classified, constructing a novel ECB Communication Stance Indicator. This indicator contains forward-looking ...
We replicate a study by Känzig (American Economic Review, 111 (2021), 1092-1125), who employs structural vector autoregressive techniques to examine the impact of changes in oil supply expectations on the price of oil and other macroeconomic aggregates. Känzig identifies an oil supply news shock by constructing a proxy from OPEC announcements about their production plans. As this proxy is a controversial ...
The German economy has stabilized in the current year and is looking ahead to a fiscal policy-supported upturn starting next year. Since the fall, an expansion in public demand has been providing important economic impetus. The private sector, on the other hand, has so far been more subdued. Trade policy uncertainties, high production costs, and structural weaknesses are causing particular concern ...
This paper proposes a new way to clarify the relationship between the sovereign-bank nexus and an individual bank’s home bias by employing stress test data from Europe’s most important banks. We use the individual bank’s likelihood to fail in achieving a minimum capital ratio threshold as the dependent variable in a cross-sectional logistic regression approach and compute marginal effects. In further ...
We study how rent control and housing rationing shape housing investment and market tightness in Geneva using a VAR on annual data (1994–2022) with generalized impulse responses and Granger causality. We find that housing rationing functions as a binding quantity restriction as it precedes a contraction in new institutional construction and Granger-causes lower vacancy rates. This increased scarcity ...
Stock market participation among working household heads jumped upwards in 2020 - in Germany by about 25 %. A major cause is the required use of work from home (WfH). We show this by adding WfH to a large set of explanatory variables. Moreover, we implement an instrumental variables estimation based on industry-specific levels of WfH-capacity. The transmission channels seem to work via increased available ...
