The Characteristics and Geographic Distribution of Robot Hubs in U.S. Manufacturing Establishments
Erik Brynjolfsson, Catherine Buffington, Nathan Goldschlag, J. Frank Li, Javier Miranda, Robert Seamans
IWH Discussion Papers,
No. 7,
2023
Abstract
We use data from the Annual Survey of Manufactures to study the characteristics and geography of investments in robots across U.S. manufacturing establishments. We find that robotics adoption and robot intensity (the number of robots per employee) is much more strongly related to establishment size than age. We find that establishments that report having robotics have higher capital expenditures, including higher information technology (IT) capital expenditures. Also, establishments are more likely to have robotics if other establishments in the same Core-Based Statistical Area (CBSA) and industry also report having robotics. The distribution of robots is highly skewed across establishments’ locations. Some locations, which we call Robot Hubs, have far more robots than one would expect even after accounting for industry and manufacturing employment. We characterize these Robot Hubs along several industry, demographic, and institutional dimensions. The presence of robot integrators and higher levels of union membership are positively correlated with being a Robot Hub.
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14.03.2023 • 7/2023
Gas storages full – economic outlook less gloomy
The severe slump in the German economy expected last fall has not materialised because gas supply stabilises. However, due to high inflation, higher real interest rates and declining real incomes, the economy is likely to remain weak. In its spring forecast, the Halle Institute for Economic Research (IWH) expects production to grow by just 0.4% in 2023, and inflation to remain high at 5.8%.
Oliver Holtemöller
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28.02.2023 • 5/2023
Presseeinladung zur Konferenz: „Steigende Energiepreise – Wie kann der Umbau der deutschen Wirtschaft gelingen?“ am 9. März 2023 am IWH
Die Folgen von Krieg und Klimakrise fordern Deutschlands Unternehmen heraus. Wie der Wandel inmitten einer Energiekrise erfolgreich gestaltet werden kann, diskutiert eine Konferenz am Leibniz-Institut für Wirtschaftsforschung Halle (IWH) mit Gästen aus Wissenschaft, Politik und Industrie. Es sprechen unter anderem die Wirtschaftsweise Veronika Grimm und Sachsen-Anhalts Vize-Ministerpräsident Armin Willingmann.
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14.02.2023 • 4/2023
Study on Europe's top bankers: Risky business despite bonus cap
Ten years ago, the EU Parliament decided to cap the flexible remuneration of bank managers. But the cap on bonuses misses its target: Managers of systemically important European banks take high risks without changes, shows a study by the Halle Institute for Economic Research (IWH).
Michael Koetter
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10.01.2023 • 1/2023
IWH-Insolvenztrend: Zahl der Firmenpleiten erreicht im Dezember Jahreshöchststand
Die Zahl der Insolvenzen von Personen- und Kapitalgesellschaften ist im Dezember im Vergleich zu den beiden Vormonaten weiter angestiegen, zeigt die aktuelle Analyse des Leibniz-Instituts für Wirtschaftsforschung Halle (IWH). Dennoch war das Jahr 2022 insgesamt von niedrigen Insolvenzzahlen geprägt.
Steffen Müller
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European Real Estate Prices
Michael Koetter, Felix Noth
IWH Technical Reports,
No. 3,
2022
Abstract
Real estate markets are pivotal to financial stability given their dual role as the underlying asset of crucial financial products in financial systems, such as mortgage loans and asset-backed securities, and the primary source of household wealth alike. As such, they also play traditionally a crucial role for the transmission of monetary policy. Imbalances and sudden corrections in real estate markets have been the root cause of many financial crises over the last decades. But whereas some national, often survey-based indicators of real estate prices are provided by central banks and statistical offices, a comprehensive collection of purchase prices, rents, and proxies for the liquidity of European real estate markets is lacking. The IWH European Real Estate Index (EREI) seeks to fill this void for residential property. This technical report describes the gathering and processing of sale and rental prices for properties in 18 European countries. We provide the general scrapeing step in the section before describing country-specific details for each country in separated sub-sections.
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10.11.2022 • 27/2022
Deutsche Industrie kann Gasverbrauch um ein Viertel senken ohne große Umsatzeinbußen
Eine kleine Minderheit von Produkten verursacht bei ihrer Herstellung einen Großteil des Gasverbrauchs der Industrie. Viele könnten relativ leicht durch Importe ersetzt werden, zeigt eine Analyse des Leibniz-Instituts für Wirtschaftsforschung Halle (IWH) für das Jahresgutachten der Wirtschaftsweisen. Ein Industriezweig ist besonders betroffen.
Steffen Müller
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29.09.2022 • 24/2022
The East German economy expanded strongly in the first half of 2022, but falls into recession in the second half of the year ‒ Implications of the Joint Economic Forecast Autumn 2022 and of Länder data from recent publications of the Statistical Office
The energy crisis is pushing the German economy into recession. This also affects the economy in East Germany. According to the Halle Institute for Economic Research (IWH), East German production will expand at a slightly stronger rate of 1.5% than in Germany as a whole. For the coming year, the decline in East Germany is expected to be less pronounced than in the west at 0.1% (Germany: ‒0.4%). For 2024, the economists forecast a growth of 1.7% (Germany: 1.9%).
Oliver Holtemöller
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Micro Data on Robots from the IAB Establishment Panel
Verena Plümpe, Jens Stegmaier
Jahrbücher für Nationalökonomie und Statistik,
2022
Abstract
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.
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17.08.2022 • 19/2022
Labour mobility is part of structural change
The coal phase-out will also change the affected regions in that part of the workforce will migrate. Politicians should take this process into account in structural policy, because it cannot be completely prevented. A study published by the Halle Institute for Economic Research (IWH) illustrates this with a historical example.
Oliver Holtemöller
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