Using the classification system from the European Patent Office (EPO), we identify almost 600,000 patent applications for fourth industrial revolution technologies from 1986 to 2015.
Intellectual property and fourth industrial revolution technologies: how the patent system is shaping the future in the data-driven economy
Institut der deutschen Wirtschaft (IW)
Using the classification system from the European Patent Office (EPO), we identify almost 600,000 patent applications for fourth industrial revolution technologies from 1986 to 2015.
We contribute to the economic literature by seeking to answer two research questions: (1) What is the effect of legal breath (and other indicators) on the quality of innovations in the fourth industrial revolution, (2) How does the IP culture (utilitarism vs. natural law) explain these differences? We find that the legal breadth of a patent positively affects the quality of innovations in the fourth industrial revolution. Interestingly, this impact of legal breadth may be driven by historical path dependencies and ways in which the two philosophical schools (utilitarism vs. natural law) have shaped the patent system in Anglo-Saxon countries versus continental Europe.
Intellectual property and fourth industrial revolution technologies: how the patent system is shaping the future in the data-driven economy
Institut der deutschen Wirtschaft (IW)
AI and soft skills: Evidence from EU job postings
The influence of AI on the EU labour market has risen substantially in recent years. In 2025, 1.7% of job postings in the EU required in-depth AI knowledge – starting from 0.7% in 2022.
IW
In Brief #9: Measuring AI-exposure in online job advertisements
This methodological note details the identification of AI-related online job vacancies across the EU (for the full empirical analysis see fact sheet #14: AI skill demand in the EU).
IW