This working paper presents a comparative analysis of the role played by occupational changes in recent wage inequality trends in six European countries between 2002 and 2018. Using the European Union Structure of Earnings Survey, the analysis shows two patterns in the share of wage inequality...

Are workers with poor outside opportunities less responsive and more susceptible to negative demand shifts in routine occupations? To answer this, I create and estimate an occupation specialization index (OSI) using Swedish register data and machine learning tools. It measures the expected...

The service sector has consistently expanded within the global economy and has become a significant component of national economies. Advancements in the service sectors of national economies have generated new service-related jobs and professions, which have become a primary source of...

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...

In dieser Studie wird die Alterszusammensetzung der unselbständig Beschäftigten in Wien im Vergleich zu den übrigen österreichischen Bundesländern analysiert. Branchenspezifische Unterschiede und mögliche Auffälligkeiten im Anteil älterer und jüngerer Arbeitskräfte sowie...

Information friction makes it difficult for job seekers to find new employment opportunities. We propose a method for providing individual-specific occupation recommendations by ranking occupations based on their proximity to the worker's profile. We identify a set of twelve skills, abilities...

This paper examines differences in occupational task content among women based on their sexual orientation. Using data from the American Community Survey, we find that women in same-sex couples are more likely to be employed in occupations characterized by more abstract and manual tasks, and...

This study presents patterns of gender stereotyping in job ads in the German labor market and examines its association with the unequal distribution of men and women across occupations. Using a large dataset of job ads from the "BA-Jobbörse", one of the largest online job portals in Germany, we...

Following the sudden expansion of telework across the EU during the COVID-19 pandemic, this study reveals a widespread increase in the prevalence of work from home across EU countries, regions, and territorial typologies. While telework rates have slightly receded from their peak at the height...

Men and women often sort into different jobs, and male-dominated jobs typically pay more than female-dominated ones. Why is that the case? We propose a model where workers have heterogeneous attitudes with respect to the social norms that define gender prescribed occupations and face endogenous...

Social stratification is interested in unequal life chances and assumes the existence of a hierarchy of more or less advantageous occupations. Yet occupations are not easily translated into a linear hierarchical measure. Influential scales combine multiple indicators and lack intuitive...

Die Studie „Berufe der Zukunft im Ruhrgebiet“ verfolgt das Ziel, fünf Forschungsfragen zu beantworten: 1.Welche Berufe haben angesichts des digitalen Wandels und der ökologischen Transformation der Wirtschaft gute Zukunftschancen? 2.Wie stark sind diese Zukunftsberufe bereits ausgeprägt?...

The sixth edition of the EURES report on labour market imbalances explores the current status of labour shortages and surpluses and how they have evolved over time. Since the first report, published in 2016, much of the methodology for identifying labour shortages and surpluses has remained...

Achieving the EU's digital transition objectives and policy targets is expected to create significant additional employment in key sectors such as computer programming, research and development, and telecommunications. As digital transformation requires substantial training, job opportunities...

Recent dramatic increases in generative Artificial Intelligence (AI), including language modeling and image generation, has led to many questions about the effect of these technologies on the economy. We use a recently developed methodology to systematically assess which occupations are most...

We examine the link between labour market developments and new technologies such as artificial intelligence (AI) and software in 16 European countries over the period 2011-2019. Using data for occupations at the 3-digit level in Europe, we find that on average employment shares have increased in...

We examine the link between labour market developments and new technologies such as artificial intelligence (AI) and software in 16 European countries over the period 2011- 2019. Using data for occupations at the 3-digit level in Europe, we find that on average employment shares have increased...

We study how occupations shape individual and aggregate retirement behavior. First, we document large differences in individual retirement ages across occupations in U.S. data. We then show that retirement behavior among European workers is strongly correlated with U.S. occupational retirement...

We examine the link between labour market developments and new technologies such as artificial intelligence (AI) and software in 16 European countries over the period 2011-2019. Using data for occupations at the 3-digit level in Europe, we find that on average employment shares have increased in...

We analyze the impact of robot adoption on employment composition using novel micro data on robot use of German manufacturing plants linked with social security records and data on job tasks. Our task-based model predicts more favorable employment effects for the least routine-task intensive...

We examine the link between labour market developments and new technologies such as artificial intelligence (AI) and software in 16 European countries over the period 2011-2019. Using data for occupations at the 3-digit level in Europe, we find that on average employment shares have increased in...

Prior research suggests that gender differences in hours worked play an important role in the gender pay gap. Yet common estimates of the wage returns to hours worked are close to zero, implying that hours differences cannot account much for the gender wage gap, even though men work more hours...

In dieser Studie wird eine Methodik beschrieben, mit der die Entwicklung von Beschäftigung und Fachkräftemangel fünf Jahre in die Zukunft fortgeschrieben werden kann. Dabei wird angenommen, dass sich die empirisch feststellbaren Trends der jüngeren Vergangenheit unverändert fortsetzen. Die...

Austria is one of the countries with persistently high gender segregation in combination with a high matching of training and occupations. In this context, we analyse how educational and occupational segregation interact in the male-dominated fields of science, technology, engineering, and...

During the COVID-19 pandemic, a diverse collection of workers ensured the functioning of our societies. In a time of crisis, they maintained access to healthcare, long-term care and other essential goods and services, including food, water, electricity, the internet and waste treatment. These...