This paper investigates the evolution of ethnic wage gaps among men and women in the UK over the period 1993-2023. The results show reductions in wage gaps among all South Asian groups, which are driven by higher educational attainment and occupational advancement. In contrast, wage gaps persist...

This paper proposes that spatial policies improve economic outcomes by reducing barriers to supplying labour, with heterogeneous effects across demographic groups. Using quasi-experimental variation in Germany's fiscal transfer system, we estimate higher employment elasticities for female...

Capturing the heterogeneity of life courses improves the accuracy, detail and policy relevance of population and labour force projections. Our study uses the microsimulation model microDEMS for Austria, which simulates individual life courses at a high level of detail and in their family...

This article revisits a central tenet of the welfare state paradox, also known as the inclusion-equality trade-off. Using large-scale survey data for 31 European countries and the United States, collected over a recent 15-year period, the article re-investigates the relationship between female...

The aim of this study is to assess the impact of the ongoing harmonisation of the retirement age for women with that for men on women's labour supply in Austria. According to the current legal framework, the standard retirement age for women will be gradually raised from 60 to 65 years from 2024...

Gender inequality not only leads to poor labour market outcomes for women, both in terms of participation and the type of employment, but is also a constraining factor for economic development worldwide. While there is a sizeable pool of literature on the underlying barriers to female...

Drawing from two labour market experiments in rural India, we offer insights on the influence of survey design on the measurement of employment. The first experiment contrasts self-reported estimates of employment with proxy-reported estimates from spouses. We find that employment estimates...

Indonesia’s services sector has emerged as a key driver of economic growth and employment. Services have also been the driving force of global trade and investment. Advances in technology are expected to further improve the tradability of services, creating new opportunities for Indonesia....

This study provides an assessment of Ukraine’s transport workforce and skills landscape during a period of profound change. As maritime and air routes remain suspended, road freight, road passenger, and urban public transport have become the backbone of domestic and international mobility, and...

We examine the impact of generative AI on the youth labor market in Finland by replicating the key analyses of Brynjolfsson et al. (2025) with comprehensive population-level data. Contrary to the US findings, we find no systematic displacement effects linked to AI exposure among youth in...

Despite their advantages, multinational enterprises (MNEs) receive significant criticism, particularly with regard to offshoring jobs and shifting profits abroad to avoid taxation. Using administrative data for the universe of Norwegian and French firms and workers, we link these two issues by...

This paper provides new evidence on how the adoption of artificial intelligence (AI) affects productivity and employment in Europe. Using matched EIBIS-ORBIS data on more than 12,000 non-financial firms in the European Union (EU) and United States (US), we instrument the adoption of AI by EU...

This paper documents the labour market position of artists across Europe and examines how it co-varies with public cultural spending. Using EU-LFS micro-data for 2009-2023, we compare artists to non-artists using harmonised measures of wage rank, employment, and non-standard work. Using...

This study examines the effects of the russia's full-scale invasion on the Ukrainian corporate labor market. We use the DID technique to analyze a panel data set of over 100,000 firms linked to geolocation and industry data spanning 2021-2024 and show how war harms the corporate labor market in...

This study examines how automation, measured by industrial robot adoption and artificial intelligence (AI) exposure, is associated with labor market and production outcomes across Europe. Using a panel dataset covering 32 European countries and 18 industries from 1994 to 2019, we analyze the...

This paper estimates the causal impact of Brexit on migrant employment in the United Kingdom using a synthetic difference-in-differences (SDID) framework. We construct a counterfactual trajectory for the UK based on a weighted combination of comparable European economies and compare...

Using administrative longitudinal firm- and plant-level data from Mexico that links manufacturing firms to their customs records and covers the period 2014 - 2023, I examine whether US tariffs targeting China have contributed to a manufacturing revival in the southern part of North America....

Non-traditional platform work has grown rapidly in the Philippines amid technological change and longstanding labor-market constraints. Using nationally representative data from the 2025 Jobs and Skills Survey (JSS), this study provides a detailed profile of workers engaged in these emerging...

We present the first representative international data on firm-level AI use. We survey almost 6,000 CFOs, CEOs, and executives from stratified firm samples across the US, UK, Germany, and Australia. We find four key facts. First, around 70 percent of firms actively use AI, particularly younger,...

This paper analyzes the labor market effects of Mexico's 2019 minimum wage reform, which doubled wages in northern border municipalities. Using other northern municipalities with smaller wage adjustments as a comparison group, we examine changes in worker transitions across employment states....

We provide the first systematic evidence on the labor market consequences of the 25% decline in Canadian visits to the United States in 2025. We combine smartphone foot-traffic data measuring Canadian visitor presence at the ZIP code × industry level with real-time establishment-level...

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...

This paper examines how declining migration opportunities to the United States affect local labor markets in Mexico. Using novel micro-level data from consular identification cards and deportations, we link individuals’ Mexican municipalities of origin to their U.S. destination states. We...

We show that the age composition of employment within Swedish employers shifts after the arrival of generative AI, with no corresponding reduction in aggregate labour demand. Using 4.6 million job advertisements from Sweden’s largest recruitment platform, we find that the broad decline in...

The demand and supply of new skills—especially in IT and AI—are reshaping labor markets, impacting wages and hiring. About one in ten job vacancies in advanced economies demands at least one new skill, often appearing first in the United States. The incidence is about half in emerging...

Moving towards a net-zero emissions future revolves around energy, with the power sector playing a crucial role in this process of reducing carbon emissions. The 26th Conference of the Parties (COP26) in Glasgow, hosted by the United Nations Framework Convention on Climate Change (UNFCCC), saw...

Monetary policy asymmetrically affects the response of firms' employment to an output shock and plays a role in cushioning employment adjustment over the business cycle. Combining annual firmlevel data until 2020 with quarterly firm-level data until 2023 and highfrequency monetary policy...