Alumni
IWH Alumni The IWH maintains contact with its former employees worldwide. We involve our alumni in our work and keep them informed, for example, with a newsletter. We also plan…
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Jobs at IWH
Vacancies at IWH The Halle Institute for Economic Research (IWH) – Member of the Leibniz Association was founded in 1992. IWH’s tasks are economic research and science-based…
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Robot Hubs and the Use of Robotics in US Manufacturing Establishments
Erik Brynjolfsson, Catherine Buffington, Nathan Goldschlag, J. Frank Li, Javier Miranda, Robert Seamans
American Economic Association Papers and Proceedings,
Vol. 115 (May),
2025
Abstract
We use data from the Annual Survey of Manufactures to study the characteristics and geographic distribution of investments in robots across US manufacturing establishments. Robotics adoption and robot intensity (the number of robots per employee) cluster in "robot hubs." Establishments that report having robotics are larger and have a larger production worker share, lower pay per worker, lower labor share, and higher capital expenditures, including higher IT capital expenditures. Notably, establishments are more likely to have robots if other establishments in the same core-based statistical area and industry also report having robotics, suggestive of agglomeration and peer effects.
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IWH-CompNet 5th FINPRO
IWH-CompNet 5th Finance and Productivity Conference 24-25 April, 2026 - Tokyo, Japan The IWH-CompNet 5th Finance and Productivity Conference (FINPRO5), held on 24–25 April 2026 at…
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10th Vintage
The CompNet 10th Vintage Dataset 10th Vintage dataset is now available! The CompNet dataset provides a comprehensive set of micro-aggregated indicators, specifically designed to…
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Alumni
Alumni IWH provides guidance and support in job placement after graduation, including letters of recommendation and career advice. Graduates have found placements in academia…
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Research Clusters
Three Research Clusters Each IWH research group is assigned to a topic-oriented research cluster. The clusters are not separate organisational units, but rather bundle the…
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Governance & Structure
Governance & Structure The IWH Center for Business and Productivity Dynamism (IWH-CBPD), led by Center Chief Javier Miranda , hosts the CompNet Network and its related activities.…
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10.04.2025 • 13/2025
Joint Economic Forecast 1/2025: Geopolitical turn intensifies crisis – structural reforms even more urgent
The German economy will continue to tread water in 2025. In their spring report, the leading economic research institutes forecast an increase in gross domestic product of just 0.1% for the current year. For 2026, the institutes expect gross domestic product to increase by 1.3%. In the short term, the new US trade policy and economic policy uncertainty are weighing on the German economy. The additional scope for public debt should gradually have an expansionary effect, but threatens to crowd out private consumption and private investment.
Oliver Holtemöller
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Forthcoming
Forthcoming CompNet Events 15th Annual IWH-CompNet Conference October 22-23, 2026 European Commission, Brussels, Belgium The 15th Annual IWH-CompNet Conference, jointly organised…
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