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Automation of vehicles and in the workplace is transforming the transport industry. This report investigates the impacts of automation on the workforce in urban transport. It explores ways to help the labour market transition towards automated technologies without social disruptions. The report also examines how algorithms could improve employment opportunities and job quality in the transport industry.

This report examines Alberta's labour market trends, focusing on the impact of economic downturns, the COVID-19 crisis, and digital transformation. This study uses real-time labour market data, drawn from online job postings, to offer a granular perspective on demand dynamics across various sectors and occupations. The analysis in the report identifies emerging labour shortages in Alberta due to mega-trends such as digitalisation, AI adoption, automation, and population ageing and discusses key challenges such as youth unemployment and sector-specific labour shortages. The analysis in this report provides insights for policy makers, suggesting a need to support growing sectors, enhance digital skills development, address demand for health workers, and improve youth job access.

Policies aimed at reducing the environmental impact of human activities have important consequences for labour markets, jobs, and skills. As employment is shifting towards more sustainable activities, workers are increasingly expected to have skills that support the transition to a greener economy. Assessing and anticipating emerging skill needs is crucial to avoid bottlenecks and sustain the green transition. This report sheds light on existing methods to measure changes in skill demand and supply related to the green transition through an in-depth review of practices in five OECD countries (Australia, Austria, France, Norway and Sweden). It also identifies best practice on how to feed information on changing skill needs into policies, notably in the areas of employment, career guidance, education and adult learning.

This report analyses the career options of doctoral and postdoctoral researchers. It identifies policies and practices to promote diverse careers, flexible career trajectories and ultimately better-quality research and innovation across different economic and social sectors. The report presents a conceptual framework and synthesis of available data and policy information. It offers recommendations and a set of policy options to: promote engagement and interaction with employers outside academia; provide researchers with experience and skills for diverse careers; encourage valorisation of diverse career options; support career development and guidance for researchers; promote inter-sectoral mobility; and, reconfigure and support careers in academia.

This working paper presents novel analysis comparing in a consistent way the tax treatment of labour and capital income across OECD countries, through stylised effective tax rates (ETRs). It shows that dividend income and capital gains are generally subject to lower ETRs than wage income at the personal level. In many countries, capital income is also tax-favoured even when considering taxes paid by both firms and individuals, although the gap between labour and capital income taxation tends to be smaller than when considering only personal-level taxes. The gap between ETRs on labour and capital income varies between countries and grows with income levels in some. The paper highlights that differential tax treatment of labour and capital income can affect the efficiency and equity of tax systems.

The impact of productivity on employment remains uncertain, particularly in light of growing concerns regarding potential negative effects of technological progress on labour demand. This report uses harmonised and comparable data from 13 countries spanning the last two decades to comprehensively analyse how productivity growth affects employment dynamics at various levels of aggregation. The study's findings highlight a positive correlation between productivity growth and employment as well as wage growth, both at the firm level and on a broader scale. This outcome arises from counteracting mechanisms and heterogeneous dynamics across different groups of firms. The findings have relevant policy implications: productivity is not just an isolated key economic objective, but well-designed and complementary policies can also help convert technological and organisational change into higher employment and wage growth.

This paper quantifies changes in employment and the demand for skills in the European Union following the implementation of Fit for 55 policies. Between 2019 and 2030, the economy is projected to grow by 1.3% in the Fit for 55 scenario (3% in a Baseline scenario without the Fit for 55 policies). Employment growth is projected to be lower in the Fit for 55 than the Baseline scenario. Employment in the Fit for 55 scenario is projected to decrease by 3% for blue collar and farm workers (2% in the Baseline) and increase by 4 5% for other occupations (5-6% in the Baseline). The most demanded skills following the implementation of Fit for 55 will be those related to inter personal communication and the use of digital technologies, whereas the demand for skills related to the use of traditional tools and technologies is projected to decline. Anticipating changes in employment and the demand for skills as well as the socio-demographic profile of those most affected can facilitate the design of upskilling and reskilling efforts and promote the reallocation of workers across sectors and occupations.

A changing world of work brings the importance of Vocational Education and Training (VET) to the forefront, as it has the ability to develop the skills that are needed in today’s labour markets and societies. At the same time, structural changes highlight the need to re-engineer certain parts of VET systems in some countries to make them more resilient and ensure they can make the most of the opportunities ongoing changes present. This report zooms in on four key dimensions of future-ready VET systems: i) responsiveness to changing skill needs; ii) the flexibility to make VET work for all; iii) the ability to support transitions into a changing labour market and further learning; iv) the potential of digital technology to innovate VET design and delivery. For each of these dimensions, the report presents a set of key questions that policymakers and other VET stakeholders should consider when re-engineering VET to make it more future-ready, as well as insights from data and international examples of policies and practices.

This paper analyses the impact of Pandemic Unemployment Assistance (PUA) extensions on jobseeker households in selected US states and examines how these extensions compare to the pre-pandemic policies. The analysis finds that PUA extensions increase benefit duration for all jobseekers, but due to interactions between other government benefits, this translates to significant increases in benefit generosity only for jobseekers without children. This has an impact on the financial incentives to take up employment, although incentives are still above the OECD average. PUA extensions have little impact for people who have been unemployed for a very long time, and jobseekers with no recent contribution history. PUA extensions also have minimal impact on jobless families with children who continue to receive less support compared to other OECD countries.