Micro-data on robots have been very sparse in Germany so far. Consequently, a dedicated section has been introduced in the IAB Establishment Panel 2019 that includes questions on the number and type of robots used. This article describes the background and development of the survey questions, provides information on the quality of the data, possible checks and steps of data preparation. The resulting data is aggregated on industry level and compared with the frequently used robot data by the International Federation of Robotics (IFR) which contains robot supplier information on aggregate robot stocks and deliveries.

Die Entwicklung der wirtschaftlichen Leistungsfähigkeit in den Bundesländern wird in den kommenden Jahren vor allem durch das langfristige Produktivitätswachstum und die Verschiebung der Altersstruktur gekennzeichnet sein. Der Altenquotient, der das zahlenmäßige Verhältnis von Personen über 64 Jahren zu den Personen zwischen 15 und 64 Jahren abbildet, wird gemäß Bevölkerungsvorausberechnungen der Statistischen Ämter von gut 30% auf über 50% bis zum Jahr 2060 ansteigen. Allerdings unterscheiden sich Ausgangslage bei der Produktivität und Altersstruktur in den Bundesländern teilweise erheblich, sodass sich auch das Bruttoinlandsprodukt je Einwohner in den kommenden Jahren regional unterschiedlich entwickeln wird.

We show that emergency liquidity provision by the Federal Reserve transmitted to non-U.S. banking markets. Based on manually collected holding company structures, we identify banks in Germany with access to U.S. facilities. Using detailed interest rate data reported to the German central bank, we compare lending and borrowing rates of banks with and without such access. U.S. liquidity shocks cause a significant decrease in the short-term funding costs of the average German bank with access. This reduction is mitigated for banks with more vulnerable balance sheets prior to the inception of emergency liquidity. We also find a significant pass-through in terms of lower corporate credit rates charged for banks with the lowest pre-crisis leverage, US-dollar funding needs, and liquidity buffers. Spillover effects from U.S. emergency liquidity provision are generally confined to short-term rates.