This paper investigates how investment in automation-intensive goods impacts on worker flows at the firm level and …, their imports, and employer-employee data for French manufacturing employers over 2002-2015, we identify "automation spikes …" using imports of intermediates embedding automation technologies and then test their impact on employment dynamics. We find …

Based on the methodology proposed by Frey and Osborne (2017), we use their estimates for the probability of automation … assessment for the threat that automation may pose to the Mexican labor market. We find that almost two thirds of total … employment is at high risk of automation; slightly more than half if we only consider employment in the formal sector. We argue …

We present a framework for understanding the effects of automation and other types of technological changes on labor … allocation of tasks to capital and labor - the task content of production. Automation, which enables capital to replace labor in … a result, automation always reduces the labor share in value added and may reduce labor demand even as it raises …

As the pace of digitalization and automation accelerates globally, and more disruptive innovations in machine learning …

survey (ESJS), jobs are bundled according to their estimated risk of automation. The paper builds on the methodology of … very high risk of automation. The distribution of high automatability across industries and occupations is also found to be …

direction of technological change by estimated future digitalization probabilities of occupations, and noncognitive skills by … digitalization. Traditional indicators of human capital thus measure workers' skill endowments only imperfectly. …