Robotisation, employment and income: the role of firms' size in the Euro area regions

This paper investigates the relationship between robotisation—understood as a key driver ofinnovation—and its impact on employment and household income, with a particular emphasis on therole of firm size at the industry level across regions in the Euro area. In the microeconomic literature,larger firms are generally viewed as more likely to adopt robotisation and more vulnerable to labour-saving effects than smaller firms. However, the spatial dimension of this relationship remainsunderexplored. To address this gap, we calculate the Adjusted Penetration of Robots at the sectorallevel by integrating data from the International Federation of Robotics on robot stocks, theEUROSTAT Regional Database, and the Structural Analysis (STAN) database, covering 150 NUTS-2 regions in the Euro area. We then perform a spatial stacked panel analysis incorporating variousfirm size metrics. Our findings challenge prevailing microeconomic insights. At the regional level,areas with a high prevalence of small firms show a negative correlation between robotisation andhousehold income and employment. In contrast, in regions dominated by non-small firms,robotisation positively correlates with employment but does not result in corresponding increases inhousehold income. These findings indicate that the regional impacts of robotisation may divergesubstantially from the aggregated performance of individual firms, as highlighted in themicroeconomic literatur e