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
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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IWH-Präsident: Silicon Valley Bank in Deutschland?
Reint E. Gropp
Einzelveröffentlichungen,
2023
Abstract
Nach dem Zusammenbruch der zahlungsunfähigen US-amerikanischen Silicon Valley Bank zieht Reint Gropp, Präsident des Leibniz-Instituts für Wirtschaftsforschung Halle (IWH), drei Lehren für die europäische Bankenaufsicht.
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07.03.2023 • 6/2023
IWH-Insolvenztrend: Überdurchschnittlich viele Jobs von Firmenpleiten betroffen
Die Zahl der Insolvenzen von Personen- und Kapitalgesellschaften ist im Februar gestiegen, zeigt die aktuelle Analyse des Leibniz-Instituts für Wirtschaftsforschung Halle (IWH). Außerdem liegt die Zahl der betroffenen Jobs erneut über dem Durchschnitt der Vorkrisenjahre.
Steffen Müller
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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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Institutions and Corporate Reputation: Evidence from Public Debt Markets
Xian Gu, Iftekhar Hasan, Haitian Lu
Journal of Business Ethics,
No. 1,
2023
Abstract
Using data from China’s public debt markets, we study the value of corporate reputation and how it interacts with legal and cultural forces to assure accountability. Exploring lawsuits that change corporate reputation, we find that firms involved in lawsuits experience a decrease in bond values and a tightening of borrowing terms. Using the heterogeneities in legal and social capital environments across Chinese provinces, we find the effects are more pronounced for private firms, firms headquartered in provinces with low legal protections, and firms headquartered in provinces with high social capital. The results show that lawsuits that allege misconduct are associated with reputational penalties and that such penalties serve as substitutes for legal protections and as complements to cultural forces to provide ex post accountability and motivate ex ante trust.
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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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09.02.2023 • 3/2023
IWH-Insolvenztrend: Jahresstart mit niedrigeren Insolvenzzahlen, doch Anstieg in nächsten Monaten erwartet
Die Zahl der Insolvenzen von Personen- und Kapitalgesellschaften ist im Januar im Vergleich zum Vormonat zurückgegangen, zeigt die aktuelle Analyse des Leibniz-Instituts für Wirtschaftsforschung Halle (IWH). Für die kommenden Monate ist jedoch mit mehr neuen Insolvenzverfahren zu rechnen.
Steffen Müller
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The IWH Forecasting Dashboard – From Forecasts to Evaluation and Comparison
Katja Heinisch, Christoph Behrens, Jörg Döpke, Alexander Foltas, Ulrich Fritsche, Tim Köhler, Karsten Müller, Johannes Puckelwald, Hannes Reichmayr
IWH Technical Reports,
No. 1,
2023
Abstract
The paper describes the “Halle Institute for Economic Research (IWH) Forecasting Dashboard (ForDas)”. This tool aims at providing, on a non-commercial basis, historical and actual macroeconomic forecast data for the Germany economy to researchers and interested audiences. The database renders it possible to directly compare forecast quality across selected institutions and over time. It is partly based on data collected in the DFG-funded project “Macroeconomic Forecasts in Great Crises”.
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02.02.2023 • 2/2023
Economic growth, public finances and greenhouse gas emissions in the medium term
According to the Halle Institute for Economic Research (IWH) and its medium-term projection of the German economy, growth in the next six years will be about the same as in the past six years, at 1% per year. The national budget will remain in deficit, but the debt level will decline again relative to the gross domestic product (GDP) from 2024 onwards. At this rate of economic expansion, greenhouse gas emissions will continue to decline in the medium term, but at a much slower rate than necessary to meet the national emission reduction targets.
Oliver Holtemöller
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