This study focuses on the risk of automation and its interaction with training and the use of skills at work. Building on the expert assessment carried out by Carl Frey and Michael Osborne in 2013, the paper estimates the risk of automation for individual jobs based on the Survey of Adult Skills...

In recent years, there has been a revival of concerns that automation and digitalisation might after all result in a jobless future. The debate has been fuelled by studies for the US and Europe arguing that a substantial share of jobs is at “risk of computerisation”. These studies follow an...

This paper studies the effects of a voluntary skill certification scheme in an online freelancing labour market. The paper show that obtaining skill certificates increases a worker’s earnings. This effect is not driven by increased worker productivity but by decreased employer uncertainty. The...

Technological developments are likely to bring many new opportunities, which may be even larger in emerging economies and may allow them to “leapfrog” certain stages of development. Notwithstanding these opportunities, emerging economies face significant challenges associated with rapid...

This paper studies changes in computer use and job quality in the EU-15 between 1995 and 2015. We document that while the proportion of workers using computers has increased from 40% to more than 60% over twenty years, there remain significant differences between countries even within the same...

Digitalisation is one of the megatrends affecting societies and labour markets, alongside demographic change and globalisation. The fourth industrial revolution will redesign production processes and alter the relationships between work and leisure, capital and labour, the rich and the poor, the...

Drawing on new empirical analysis of 30 years of structural reforms across the OECD, this paper sheds light on the impact of reforms over time, identifies the horizon over which their full effects materialise, and investigates whether such effects vary with prevailing economic conditions and...

This study looks into the use of fixed term contracts and agency work in Russia during and shortly after the crisis 2009-10 with the help of an enterprise survey. The results of variance analysis show that the use of fixed-term or agency work contracts is not uniform across sectors, size and...