This paper focuses on identifying determinants of "automatability risk", namely the propensity of EU employees being in jobs with high risk of substitutability by machines, robots or other algorithmic processes, and uncovers its impact on labour market outcomes. Using relevant data on tasks and...

Using population-wide Swedish register data on cognitive abilities and productive personality traits, we show that employment growth has been monotonically skill-biased in terms of these general-purpose intellectual skills, despite a simultaneous (polarizing) decline in middle-wage jobs....

Using population-wide Swedish register data on cognitive abilities and productive personality traits, we show that employment growth has been monotonically skill-biased in terms of these general-purpose intellectual skills, despite a simultaneous (polarizing) decline in middle-wage jobs....

Work and employment around the globe change continuously, but there are potentially more rapid and fundamental transformations ahead as new technologies can have major impact on what jobs will exist in the future, how people will work and how the global division of labor will evolve. This...

Digitalization is the buzzword under which profound changes of the labor market can be summarized. Next to automation, i.e., the increasing use of robots, "intelligent" machines and more comprehensive algorithms that is no longer restricted to routine tasks, especially the emerging platform...

The world of work is in constant change. Demographic shifts, technological innovation, institutional reforms and global economic integration affect the way people work. Technological innovations have a major impact on occupations and industries, changing the ways economies in different world...

This Working Paper outlines claims about the "future of work" (as the shorthand for work and employment) and the policy responses to those claims. It is based on a review of the academic and grey literatures on digitalisation and the future of work. The paper first explains the two main...

Computing power continues to grow at an enormous rate. Simultaneously, more and better data is increasingly available and Machine Learning methods have seen significant breakthroughs in the recent past. All this pushes further the boundary of what machines can do. Nowadays increasingly complex...

Computing power continues to grow at an enormous rate. Simultaneously, more and better data is increasingly available and Machine Learning methods have seen significant breakthroughs in the recent past. All this pushes further the boundary of what machines can do. Nowadays increasingly complex...

This article provides an introduction to artificial intelligence, robotics, and research streams that examine the economic and organizational consequences of these and related technologies. We describe the nascent research on artificial intelligence and robotics in the economics and management...

This landmark report by the ILO Global Commission on the Future of Work – released on 22 January 2019 - examines how to achieve a better future of work for all at a time of unprecedented change and exceptional challenges in the world of work. Co-chaired by South African President Cyril...

Using very detailed register data on cognitive abilities and productive personality traits for nearly all Swedish males at age 18, we show that employment in the recent past has shifted towards skill-intensive occupations. Employment growth is monotonically skill biased in relation to this set...

This Working Paper outlines claims about the "future of work" (as the shorthand for work and employment) and the policy responses to those claims. It is based on a review of the academic and grey literatures on digitalisation and the future of work. The paper first explains the two main...

The world of work is in constant change. Demographic shifts, technological innovation, institutional reforms and global economic integration affect the way people work. Technological innovations have a major impact on occupations and industries, changing the ways economies in different world...

Firms make labour demand decisions not only between permanent and non-permanent employees but also increasingly more between employees and contractors. Indeed, this third work format can be attractive, also when employment protection law is restrictive. This paper examines empirically this...

This paper assesses the importance of digitalization in Germany and other developed countries with a particular attention to the potential or actual impact it may have on the labor market. Referring to available empirical evidence, we document the already developing transformation of occupations...

Upwork is the world’s largest online labor market platform connecting clients with freelance professionals from various disciplines ranging from administrative support to web development. This study documents the main findings of the Upworkers in Finland survey conducted in December 2017. The...

This paper focuses on identifying determinants of 'automatability risk', namely the propensity of EU employees being in jobs with high risk of substitutability by machines, robots or other algorithmic processes, and uncovers its impact on labour market outcomes. Using relevant data on tasks and...

Full employment in the European Union member states is a challenge but feasible, also in downswings of the business cycle and during stages of increased robotization. It requires a labor legislation that ensures flexibility and retraining, responsive labor sharing during the business cycle and...

As the pace of digitalization and automation accelerates globally, and more disruptive innovations in machine learning, artificial intelligence and robotics are expected, new data sources and measurement tools are needed to complement existing valuable statistics and administrative data. This is...

The wave of digital-industrial innovation which begins to disrupt vast sectors of the global economy has fueled fear of a potential adverse impact on jobs and wages. This paper argues that digitalindustrial innovations make human capital more important than ever and the focus needs to shift to...

A new wave of innovation is beginning to disrupt industry on a global scale. It constitutes a tremendous opportunity for faster productivity growth, but also a potential disruption to a number of economic sectors and to job markets. Academic research and the public debate have focused mostly on...

Analysing the Indian labour market poses inherent challenges given the country's size and diversity. Rather than a case of "jobless growth", India has experienced concentrated employment growth, mainly in urban areas and for men. This has been accompanied by a decline in the female labour force...

Full employment in the European Union member states is a challenge but feasible, also in downswings of the business cycle and during stages of increased robotization. It requires a labor legislation that ensures flexibility and retraining, responsive labor sharing during the business cycle and...

There is considerable concern regarding the prospective development of employment levels and job types in the future. The paper tries to highlight major trends shaping the world of work in developed economies with the aim of giving a realistic account of probable developments and the...

Digitalization is the buzzword under which profound changes of the labor market can be summarized. Next to automation, i.e., the increasing use of robots, "intelligent" machines and more comprehensive algorithms that is no longer restricted to routine tasks, especially the emerging platform...

Work and employment around the globe change continuously, but there are potentially more rapid and fundamental transformations ahead as new technologies can have major impact on what jobs will exist in the future, how people will work and how the global division of labor will evolve. This...

Firms make labour demand decisions not only between permanent and non-permanent employees but also increasingly more between employees and contractors. Indeed, this third work format can be attractive, also when employment protection law is restrictive. This paper examines empirically this...

This paper assesses the importance of digitalization in Germany and other developed countries with a particular attention to the potential or actual impact it may have on the labor market. Referring to available empirical evidence, we document the already developing transformation of occupations...