Important gender gaps in entrepreneurship exist. Men are three times more likely than women to own a business with employees. Women rarely own large businesses and their average earnings from selfemployment are up to 60% lower than for men. Cultural norms, stereotypes and lack of role models...

This paper analyses the impact of the COVID-19 crisis across socio-economic groups in Switzerland and the role played by its short-time work scheme during the first year of the crisis until the end of 2020. To this end, it compares changes in hours worked for different socio-groups in...

Important gender gaps in entrepreneurship exist. Men are three times more likely than women to own a business with employees. Women rarely own large businesses and their average earnings from selfemployment are up to 60% lower than for men. Cultural norms, stereotypes and lack of role models...

Artificial Intelligence (AI) systems are changing workplaces. AI systems have the potential to improve workplaces, but ensuring trustworthy use of AI in the workplace means addressing the ethical risks it can raise. This paper reviews possible risks in terms of human rights (privacy, fairness,...

Rapid advances in the development and adoption of artificial intelligence (AI) technologies provide new opportunities but also raise fears about disruptive labour market and workplace transitions. This working paper examines how social dialogue can shape the AI transition in beneficial ways for...

This document serves both as a conceptual and practical guide for defining and classifying AI, in order to help stakeholders analyse and understand its impact on the workplace. It first discusses how AI can be defined and provides a selection of AI use cases to help stakeholders identify AI and...

This study responds to six key questions about the impact that the demand for Artificial Intelligence (AI) skills is having on labour markets. What are the occupations where AI skills are most relevant? How do different AI-relevant skills combine in job requirements? How quickly is the demand...

This paper takes stock of existing data and research on the gendered dimension of teleworking, to foster efficient data collection and evidence-based monitoring of the phenomenon in the future. Analysing existing data on work from home, teleworking, teleworkability and preferences for work from...

While still in its infancy, Artificial Intelligence (AI) is increasingly used in labour market matching, whether by private recruiters, public and private employment services, or online jobs boards and platforms. Applications range from writing job descriptions, applicant sourcing, analysing...

People’s ability to access essential services is key to their labour market and social inclusion. An important dimension of accessibility is physical accessibility, but little cross-country evidence exists on how close people live to the services facilities they need. This paper helps to...