By Date

In an increasingly digital world, the significance of cyber security for individuals, businesses, and governments has never been greater. Rising cyber attacks are challenging current defence and operational capabilities, highlighting a critical shortage of skilled cyber security professionals. This report delves into the demand for cyber security expertise by analysing online job postings in France, Germany and Poland in between 2018 and 2023. It examines trends in the demand for cyber security professionals, the geographical distribution of job opportunities, and the changing skill requirements in this field. Focusing on France, the report also explores cyber security education and training programmes, the characteristics of the programmes, the demographics of enrolled learners, and their outcomes. Additionally, it reviews French policies and initiatives aimed at broadening the cyber security workforce and enhancing educational opportunities in this field. This comprehensive analysis is part of a larger effort to understand the evolving landscape of cyber security policies and professional experiences worldwide.

Artificial intelligence will have profound impacts across health systems, transforming health care, public health, and research. Responsible AI can accelerate efforts toward health systems being more resilient, sustainable, equitable, and person-centred. This paper provides an overview of the background and current state of artificial intelligence in health, perspectives on opportunities, risks, and barriers to success. The paper proposes several areas to be explored for policy makers to advance the future of responsible AI in health that is adaptable to change, respects individuals, champions equity, and achieves better health outcomes for all. The areas to be explored relate to trust, capacity building, evaluation, and collaboration. This recognises that the primary forces that are needed to unlock the value from artificial intelligence are people-based and not technical. The OECD is ready to support efforts for co-operative learning and collective action to advance the use of responsible AI in health.

This report adds two perspectives on informality. First, it disassembles the mechanics of the deleterious links between informal employment, low-paying work and low skills. It shows that informal employment is highly persistent, and that the vulnerability of informal workers is passed on to their children in the absence of adequate education, skills and social protection policy. Second, the report underscores the double burden of informality and low-paying work that a large share of workers in developing and emerging economies carry, and as such calls for policy solutions that go beyond the formalisation agenda and embrace the goal of social justice.

In recent years, provision of relevant up-skilling and re-skilling opportunities for adults has become a necessity due to global megatrends affecting labour markets. As a result, countries are looking to strengthen these opportunities throughout the life course. The successful deployment of these initiatives requires a coherent set of policies, with quality assurance being critically important. This paper provides an overview of quality assurance mechanisms from the perspective of the 38 OECD member countries. It proposes a framework to characterise and compare the governance, processes and outcomes of these mechanisms. The paper's contribution is to facilitate understanding of quality assurance across OECD countries, presenting a visual cross-country mapping that classifies existing mechanisms.

The rapid acceleration in the pace of AI innovation in recent years and the advent of content generating capabilities (Generative AI or GenAI) have increased interest in AI innovation in finance, in part due to the user-friendliness and intuitive interface of GenAI tools. The use of AI in financial markets involving full end-to-end automation without any human intervention remains largely at development phase, but its wider deployment could amplify risks already present in financial markets and give rise to new challenges. This paper presents recent evolutions in AI in finance and potential risks and discusses whether policy makers may need to reinforce policies and strengthen protection against these risks.

As countries seek to draw lessons the COVID-19 crisis and increase their future resilience, evaluations are important tools to understand what worked or not, why and for whom. This report builds on the OECD work on 'government evaluations of COVID-19 responses'. It evaluates Belgium’s responses to the pandemic in terms of risk preparedness, crisis management, as well as public health, education, economic and fiscal, and social and labour market policies. Preserving the country’s resilience in the future will require promoting trust in public institutions and whole-of-government approaches to crisis management, reducing inequalities, and preserving the fiscal balance. The findings and recommendations of this report will provide guidance to public authorities in these efforts.

The Missing Entrepreneurs 2023 is the seventh edition in a series of biennial reports examining how government policies can release untapped entrepreneurial potential from under-represented parts of the population of impactful entrepreneurs, including women, youth, seniors, the unemployed, immigrants and people with disabilities. It offers comparative data on the entrepreneurship activities and the barriers faced by each group across OECD and European Union countries. It takes a deep dive into the effectiveness of youth entrepreneurship schemes and the design of welfare bridge schemes for business creation by job seekers. It also contains country profiles for each of the 27 EU Member States showing the major recent trends in diversity in entrepreneurship and the current state and evolution of policy for each country.

One in seven working age adults identifies as having a disability in OECD countries. Many of them are excluded from meaningful work and have low levels of income and social engagement. Governments can help create an environment that supports social and labour market integration for people with disability. This report reviews the effectiveness of the social protection system for people with disability in Italy and summarises the results of a pilot carried out in four regions testing an alternative disability assessment. The current assessment process can sometimes deny services to people in need of support while being generous to people with significant health problems but who are not experiencing severe disability. A disability assessment that takes medical and functional aspects into account helps to direct services and resources to those most in need and to harmonise access to disability support across the country. Implementing disability reform has proved to be difficult in Italy in the past decade. This report provides evidence that reform can improve outcomes for people with disability.