Artificial intelligence and firm-level productivity
Centre for European Economic Research · Conseil Européen de l'Industrie des Peintures des Encres d'Imprimerie et des Couleurs d'Art · +1 more institution
Abstract
Artificial Intelligence (AI) is often regarded as the next general-purpose technology with a rapid, penetrating, and far-reaching use over a broad number of industrial sectors. The main feature of new general-purpose technology is to enable new ways of production that may increase productivity. However, to date, only a few studies have investigated the likely productivity effects of AI at the firm-level, presumably due to limited data availability. We exploit unique survey data on firms’ adoption of AI technology and estimate its productivity effects with a sample of German firms. We employ both a cross-sectional dataset and a panel database. To address the potential endogeneity of AI adoption, we also…
Citation impact
- FWCI
- 173.03
- Percentile
- 100%
- References
- 70
Authors
3Topics & keywords
- Endogeneity
- Productivity
- Exploit
- Panel data
- Sample (material)
- Industrial organization
- Production (economics)
- Econometrics
- Decent work and economic growth