Machine learning and artificial intelligence (AI) systems are rapidly being adopted across the economy and society. Early excitement about the benefits of these systems has begun to be tempered by concerns about the risks that they introduce.
Machine learning (ML), together with artificial intelligence (AI), is a hot topic. Economists have been looking into machine learning applications not only to obtain better prediction, but also for policy targeting. We review some of the contributions.
Youth unemployment is a major obstacle to the Middle East and North Africa (MENA) region’s human and economic development. In this blog post, Uri Dadush and Maria Demertzis go into the factors behind the its surge.
Technological development, and in particular digitalisation, has major implications for labour markets. Assessing its impact will be crucial for developing policies that promote efficient labour markets for the benefit of workers, employers and societies as a whole.
The new Italian government pushed through its first legislative act including elements of labour market reform. Presented as an overturn of the previous government’s “Jobs Act”, the estimated effects of the decree are controversial. We review Italian economists’ view on the matter.
Disruptive technologies based on ICT, robots, and artificial intelligence have transformed labour markets through their important effects on employment. As the number of industrial robots continues to rise, our results imply that some measures to facilitate workforce transition and accommodate the rise of automation might be needed to maintain satisfactory labour market outcomes.
Bruegel research fellow Georgios Petropoulos features in this episode of ‘The Sound of Economics’ to discuss a study he has co-authored on the impact of robotisation on employment in Europe.
This event will discuss what impact digitisation will have on the employment opportunities for young people and how we can safeguard their rights.
In theory, robots can directly displace workers from performing specific tasks (displacement effect). But they can also expand labour demand through the efficiencies they bring to industrial production (productivity effect). This working paper adopts the local labour market equilibrium approach developed by Acemoglu and Restrepo to assess which effects dominate and the impact of robots on wage growth and employment rate in Europe.
The author looks at how concentrated corporate R&D is in Europe, compared with sales and employment. The US and China are more likely to produce new R&D leaders that take over some of the top positions from incumbent R&D leaders. How is the EU coping with technology shifts and creating the next generation of new leading firms?
It is only in the last decade that the EU has had an active policy to reintegrate workers who lost their jobs as a result of globalisation, through the European Globalisation Adjustment Fund (EGF). In this blog, the authors assess the performance of the Fund and make three recommendations to improve its effectiveness. To be more successful, the Fund should improve its monitoring and widen the scope of its usage.
With the European Globalisation Adjustment Fund (EGF), the EU now has an instrument to help workers negatively affected by trade find new jobs. However, only a small proportion of EU workers affected by globalisation receive EGF financing. How to improve the EGF? Revising the eligibility criteria to qualify for EGF assistance, enlarging the scope of the programme beyond globalisation and collecting more and better data to enable a proper evaluation of the programme.