We distinguish the geographical source and destination of value added contributed by each country-industry to each country-global-value-chain (GVC) from both input sourcing and output destination perspectives. We define indicators that capture the relative intensity of regional vis-à-vis global...

This paper examines the labor market implications of investment in automation over the life cycle of ICT and robot technologies from 1995 to 2017 in 163 European regions. We first identify major technological breakthroughs during this period for these automation technologies and identify the...

Structural change can be both, a cause or a consequence of innovation, while structural change and innovations are usually accompanied by short-term outcomes of social inclusion or exclusion. Inclusion may in turn have an impact on further innovations. Yet, we find little evidence in the...

Employment adjustments to automation vary across industries, regions, technologies, and time. Technological penetration of robots is related to higher employment within the industry in low-tech regions in the short run. Robots are negatively correlated to employment in knowledge-intensive...