The introduction of machines driven by artificial intelligence (AI) and automation technologies has already had a significant impact on the manufacturing, automotive, logistics, retail, and wholesale industries, and the repercussions of their replacement on the human labour has been a hotly disputed subject. AI and automation technical…

This dissertation comprises three chapters. The first two address issues within the education system, focusing on strategies to attract and retain high-quality teachers in the public sector. The third chapter, a collaborative effort with Martin Martinez and Miguel Saldarriaga, explores the application of machine learning tools for nowcasting…

Purpose: The purpose of this study is to explore how current trends in organization -- government regulation, authoritarian governance and digitalization acts specifically to stop relevant change of a Nordic model. These trends unfold in organizational contexts by revoking mandates, stopping information sharing and eroding trust. When these…

With the widespread onset of the COVID-19 pandemic in 2020, Australian universities anticipated a significant loss of students and revenue and hence forecast the need for significant job reductions. Using Higher Education Statistics (HES) data on student numbers and full-time equivalent (FTE) staff by field of study, we explored changes which…

Concerns over the supply of highly-skilled (HS) science, technology, engineering and maths (STEM) workers are well established and have been a feature of policy discourse in the UK for more than 50 years. Since the 2016 referendum on leaving the European Union, these concerns have been exacerbated by uncertainty about the movement of labour…

Employability has become a key concept that has attracted the attention of scholars and industries in many countries. At the same time, this concept is highly fluid and vague because its nature is not evidenced by real employment and differences in the nature of labour markets from country to country. Thus, it would be more worthwhile to discuss…

European policy-making in vocational education and training (VET) needs to be supported by sound evidence. In this report, Cedefop has selected a set of 36 indicators to quantify some key aspects of VET and lifelong learning. The selection was based on the indicators' policy relevance and their importance in achieving the Europe 2020 objectives.…

Long-term unemployment (LTU) is a pressing problem, with serious consequences for those concerned and society as a whole. Although the current employment recovery contributed to a modest decrease, in 2016 almost 10 million people in the European Union (EU) were still long-term unemployed. Since the economic crisis, it has become harder to escape…

This article explores the origins of an identified cognitive disconnect between Bermudians and the International (Re)Insurance Centre after the latter's establishment in 1993. Quantitative analysis is used to map the relationship between employment and capital growth. It shows that capital growth is not a sufficient cause of employment growth. The…

Research on the effectiveness of educational programs has centered on evaluating shortterm outcomes, such as standardized test scores. This research examines the long-term consequences of free school choice programs offered to primary school students at the transition to secondary school. The main question is whether the effects of free school…

The European labour market is challenged by changes in the demographic composition of the labour force and increasing work complexities and processes. Skills forecasting makes useful contribution to decisions by policy-makers, experts and individuals. In this publication, Cedefop presents the latest results of skills supply and demand forecasts.…

This study extends the comparative model of country groups to analyse the cross-national trends in the higher education expansion and opportunities. We use descriptive data on characteristics and outcomes of higher education systems in different countries groups, including the liberal market countries, the social democratic countries, the…

The report analyses the last 10 years in higher education, focusing on applications, student demographics and graduate outcomes; staff backgrounds and expertise; and the income and expenditure of higher education institutions. Main findings include: (1) Demand for university places from 18-year-olds has increased, with those from less advantaged…

The 2014 Corporate Recruiters Survey Report examines the current hiring outlook for graduate business students and analyzes demand by industry and world region, salaries, job functions, and mobility in regional job placement. It also explores recruiter behavior, including recruitment practices and school and candidate selection criteria, and…

This report examines how the two global mega-trends of population ageing and rising inequalities have been developing and interacting, both within and across generations. Taking a life-course perspective the report shows how inequalities in education, health, employment and earnings compound, resulting in large differences in lifetime earnings…