Descriptive Summary: Automation, Artificial Intelligence, and Employment in the European Union: An Early-Stage Meta-Analysis of Macroeconomic Evidence This working paper provides the first EU-focused meta-analysis of macroeconomic, causal studies examining…
Descriptive Summary: Skill gaps between natives and immigrants in Europe: new evidence from two PIAAC cycles How persistent are skill gaps between immigrants and natives in Europe – and are…
Our third newsletter covers a period of intense activity. As we begin our final year, we’re ramping up engagement across our stakeholder spectrum. Check out this overview of what we’ve…
Abstract: As narratives shape public opinion and influence societal actions, distinguishing between truthful and misleading narratives has become a significant challenge. To address this, we introduce the EU DisinfoTest, a…
Descriptive Summary: What if Europe’s future labour market isn’t defined by shortages, but by mismatches? Using the Link4Skills microsimulation model, this new open-access article in the European Journal of Population…
This Handbook provides key information about the design, implementation and analysis of the Link4Skills Migrant Survey. It offers insights for researchers who’ll be working with the survey dataset when published…
This working paper surveys human resource inventories in health, STEM, and construction sectors across seven countries: Ghana, Morocco, Nigeria, India, Indonesia, the Philippines, and Ukraine.
L4S Newsletter 2 – May 2025
The second edition of our newsletter is packed with updates on: Project achievements and milestone – Teamwork and collaboration across partners – What’s next for our research journey …
This Link4Skills Country Profile offers a compact overview of cross-border labour migration involving Ghana. Once a country of destination for migrants, Ghana has become primarily a country of emigration. This…
This report examines Ukraine’s significant population decline and emigration, focusing on migration patterns before and after the launch of Russia’s war against Ukraine. It highlights two key migration corridors: the…
What is the Link4Skills project?
This two-minute video explains our purpose and approach
Link4Skills is an EU-funded research and innovation project seeking innovative, sustainable solutions to global skill shortages and mismatches.
Find out more here.
Origin:Â Ghana, India (Kerala, Punjab), Indonesia, Morocco, Nigeria, Philippines, Ukraine
Destination:Â Austria, Canada, Germany, Netherlands, Poland
Learn more here.
Labour market intelligence, predictive modelling, and problem-solving power in one place: the Link4Skills Navigator uses artificial intelligence to support policymaking for fair skill flows.
Learn more here.
Skill gaps can hinder growth. People must be equipped with skills that enable them to adapt to change and to utilize new technologies that support sustainable social and economic development. Link4Skills addresses these challenges on two levels: First by developing innovative methods for identifying skill shortages; and second by proposing practical policy solutions for skill shortages – solutions that ensure the flow of skills between markets is balanced, efficient, and fair.
The L4S Navigator addresses skill gaps in three broad sectors:
The L4S Navigator addresses skill gaps in three broad sectors:
At the heart of the project is the development of the Link4Skills Navigator, guided by the key principle of ensuring fair skill flows between sending and receiving countries.
Find out more here.
The “My Migration Dashboard” is a pioneering digital tool designed to collect and analyze data on the psychosocial capitals of both migrants and non-migrants.Â
Learn more here.
Migo is a chatbot developed to counter the spread of false and misleading information about migration across the European Union and Poland. It provides users with trustworthy, research-backed insights into migration-related topics using advanced large language models.
Learn more here.
The “My Migration Dashboard” is a pioneering digital tool designed to collect and analyze data on the psychosocial capitals of both migrants and non-migrants.Â
Learn more here.
