Purpose - Following a task-based framework, this paper investigatesthe impact of technology on occupational employment in Egypt (1998-2018) by examining the employment implications of the Routine-biased Technological Change (RBTC) hypothesis. Design/methodology/approach - The study estimates...

Mit 64,3 Prozent arbeiten knapp zwei Drittel aller qualifizierten sozialversicherungspflichtig Beschäftigten in Deutschland in kleinen oder mittleren Unternehmen (KMU). Diese umfassen 99,3 Prozent aller Unternehmen und sind somit prägend für den Standort Deutschland. Eine neue Auswertung der...

This paper shows that immigrants not only have differential effects on trade based on their skill levels but that they play an additional role in facilitating bilateral trade if their origin country has a higher level of corruption and weaker institutions. Using immigrant stock across skill...

How does firms' skill demand change as the business landscape evolves? We present evidence from the green transition by analyzing how hurricanes impact demand for green skills. These disasters signal the risks of not acting on environmental issues. We use data from U.S. online job postings...

The rapid evolution of technology is reshaping labor markets by altering skill demands and job profiles. This paper introduces a novel skill-based measure of occupational technology intensity - the Occupational Technology Skill Share (OTSS) - that distinguishes between manual, digital, and...

New digital and artificial intelligence technologies are fast reshaping skill requirements in the EU labour market, fostering skill mismatches. There are marked concerns about the potentially adverse consequences of automation and AI on employment, as well as the lagging competitiveness of EU...

Immigration has become a central driver of U.S. labor force growth. We document new empirical findings that shed light on the relationships between immigration, labor shortages, wage growth, and job openings during the high-immigration period of 2021-2024. The textbook search-and-matching model...

This study investigates how skilled labor influences the development of the secondary sector in emerging economies, using China as a case study. We focus on the transitional process in which manufacturing growth shifts from labor-intensive expansion toward productivity-driven industrial...

This paper investigates how competition for skilled labour from foreign multinational corporations (MNCs) affects the alignment of wages and labour productivity in domestic firms. Using linked employer- employee records, worker data, and firm-level customs declarations from South Africa,...

We quantify the contribution of firm-level technological change to skill demand and aggregate inequality in the presence of imperfect competition in the labor market. We show that skill-biased technological change increases both the firm-level skill ratio and the skill premium, while other...

We evaluate the influence on the skill premium of the task content of jobs by exploiting the text data from online job ads covering 2009-2018 (over 189,000 ads) published by one of the leading Chilean online job portals (www.trabajando.com). Our analysis tests the expected complementarity...

The German labor market has undergone profound changes over the last decades. For a long time, the debate on structural change focused on the shift from manufacturing industries to services. This Weekly Report highlights that labor market changes are attributable to three developments: In...

We study the micro sources and macro consequences of worker–job matching across countries with large income differences. Using internationally comparable data on over 120,000 individuals in 30 countries, we document that workers' skills align more closely with their jobs' skill requirements in...

We evaluate the influence on the skill premium of the task content of jobs by exploiting the text data from online job ads covering 2009-2018 (over 189,000 ads) published by one of the leading Chilean online job portals (www.trabajando.com). Our analysis tests the expected complementarity...

Fachkräfte sind knapp - das spüren Unternehmen bei der Personalgewinnung deutlich. Einer repräsentativen Befragung des KOFA zufolge erleben 14,7 Prozent der befragten Unternehmen, dass Bewerberinnen und Bewerber einen Arbeitsvertrag unterschreiben, anschließend aber die Stelle nicht...

Skill shortages are a type of skill mismatch whereby employers are unable to fill existing vacancies due to a lack of suitably qualified and/or skilled candidates. Despite representing a significant concern for policy makers, both at national and EU level, the literature on skill shortages is...

The number of Indian migrants in Germany has risen sharply in recent years. In particular, they are helping alleviate the shortage of skilled workers in STEM professions. For Germany, India is the most important country of origin for labour and education migration. Currently, the profile of...

Digital skills are increasingly vital for enhancing employability, as they equip individuals to meet the evolving demands of the modern workforce. Therefore, this paper examines the impact of digital skills on employability, focusing on the influence of both basic and above-basic levels of...

Artificial intelligence (AI) is the next general-purpose technology reshaping labour markets, jobs and skills. A lack of representative data makes it difficult to map AI use and its impact on jobs. This policy brief presents the first results of Cedefop's 2024 AI skills survey. The survey shows...

Cedefop's Labour and Skills Shortage Index (LSSI) aims to provide a standardised measure of occupational shortages that can inform decision-making regarding workforce and learning needs in the European Union.

This publication, the fourth in a series of practical Cedefop skills anticipation guides, was developed in collaboration with UNESCO-UNEVOC. It focuses on skills intelligence and VET for the green transition. The guide highlights the value of sound skills intelligence and smart governance in...

The world is undergoing a period of profound change, driven by rapid technological change and digitalisation, climate change, globalisation and demographic shifts. These forces are reshaping economies and labour markets globally, albeit at different speeds. This transformation brings...

The world is undergoing a period of profound change, driven by rapid technological change and digitalisation, climate change, globalisation and demographic shifts. These forces are reshaping economies and labour markets globally, albeit at different speeds. This transformation brings...

Der Bericht beleuchtet die Bedeutung der Anerkennung ausländischer Berufsqualifikationen für die Fachkräftesicherung aus Sicht von Unternehmen in Deutschland. Die Anerkennung fördert die nachhaltige und qualifikationsgerechte Integration von Fachkräften in den Arbeitsmarkt, verbessert deren...

This policy brief draws on the findings of Tverdostup et al. (2025) to examine Austrian firms' responses to labour shortages through automation and migration. Like many European nations, Austria has been grappling with labour shortages over the past decade. These shortages have been influenced...