Reports

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.

This scoping review examines the effectiveness of online and blended learning in fostering higher-order thinking skills in higher education, focussing on creativity and critical thinking. The paper finds that whilst there is a growing body of research in this area, its scope and generalisability remain limited. Current evidence suggests that, for most students and contexts, in-person learning yields better or equivalent outcomes for higher-order thinking skills than fully online learning. However, blended and flipped learning show promise. In some cases, they may be more effective than in-person learning to develop higher-order skills. The review aims to be of use to higher education practitioners by synthesising, for the first time at such a scale, the diverse literature on what supports students to develop these skills online. This has been linked to active and interactive online learning, well-structured project-based learning, disciplined questioning, students labelling relevant dimensions of their thinking, and regular, quality instructor and peer feedback. The review calls for improved research design to understand the effectiveness of different modes of learning and address gaps in the literature, which include fostering creativity online and ensuring equitable online skills development across disciplines and teaching contexts. Policy implications include the need to integrate attention to higher-order thinking skills into professional learning, innovation funds, national networks and quality assurance to support effective online teaching of these skills across higher education systems.

Digital government is essential to transform government processes and services in ways that improve the responsiveness and reliability of the public sector. During the COVID-19 pandemic it also proved crucial to governments' ability to continue operating in times of crisis and provide timely services to citizens and businesses. Yet, for the digital transformation to be sustainable in the long term, it needs solid foundations, including adaptable governance arrangements, reliable and resilient digital public infrastructure, and a prospective approach to governing with emerging technologies such as artificial intelligence. This paper presents the main findings of the 2023 edition of the OECD Digital Government Index (DGI), which benchmarks the efforts made by governments to establish the foundations necessary for a coherent, human-centred digital transformation of the public sector. It comprises 155 data points from 33 member countries, 4 accession countries and 1 partner country collected in 2022, covering the period between 01 January 2020 and 31 October 2022.

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.

Open government data has become a vital instrument for addressing both longstanding and emerging policy issues. In particular, the recent pandemic and the green transition have underscored the need for governments to ensure access to timely, relevant, and high-quality data to foster resilience and facilitate a comprehensive whole-of-society response. This paper presents the main findings of the fourth edition of the OECD Open, Useful, and Re-usable data (OURdata) Index for 2023, which benchmarks efforts made by governments to design and implement national open government data policies. It encompasses over 670 data points collected from 36 OECD countries and 4 accession countries throughout 2022.

This report assesses the current state of connectivity in Southeast Asia and provides tailored recommendations for extending broadband access, focusing on five countries: Cambodia, Indonesia, Singapore, Thailand and Viet Nam. The analysis builds upon the OECD Recommendation on Broadband Connectivity, which provides a reference for policy makers and regulatory authorities within and outside of the OECD. Using the principles of the Recommendation as a roadmap, countries may be better able to unleash the full potential of connectivity for the digital transformation and to ensure equal access to connectivity for all users.

Efforts to respond to global challenges have greatly benefited from space technologies that are more advanced, perform more efficiently and are operating at greater scale than ever before. But as the challenges facing society grow and intensify, questions arise as to whether the space sector can continue to deliver on its promise. Reaping the full benefits of what space activities have to offer will require substantial and targeted government action. Key priorities include maintaining the continuity and quality of government civilian missions, levelling the playing field for private actors entering the market, and securing the orbital environment for future generations. This edition of the Space Economy in Figures delves into these topics, drawing from both established and novel economic and policy data sources.

The COVID-19 pandemic had a severe impact on the Umbrian economy, and despite recovery of labour demand, the region faces challenges related to digitalisation, tight labour markets, and volatile demand for low-skilled jobs. To address these issues, the OECD and the Umbrian regional agency for active labour market policies (ARPAL) have collaborated to investigate the labour and skills demand of the region using big data techniques applied to online job postings. This report provides new insights into the alignment between labour and skills demand and the training options available in the training and education programmes contained in the Umbrian Regional Training Catalogue. This report builds new indicators to measure the alignment of course content with employer demands in Umbria, with results showing that alignment is relatively good for some occupations but that this can be strengthened to provide job seekers with up-to-date training options that match the demand of the labour market.

This paper examines the experiences of self-employed online freelancers working on digital labour platforms during the COVID-19 pandemic. It is based on interviews with freelancers and platform managers and experts in Belgium, France, Italy, the Netherlands and Poland. Their experiences during COVID-19 reveal issues of asymmetric power vis-à-vis platforms. Notably, they reported lack of transparency and certainty in their contracts with platforms, lack of power in negotiating with clients, and limited ability to engage with clients on other platforms. In addition, they often experienced difficulties in accessing government temporary supports for businesses during the pandemic. The paper puts forward policy recommendations to address these issues.

This report outlines a new methodology and provides a first exploratory analysis of technologies and applications that are at the core of recent advances in AI. Using AI-related keywords and technology classes, the study identifies AI-related patents protected in the United States in 2000-18. Among those, 'core' AI patents are selected based on their counts of AI-related forward citations. The analysis finds that, compared to other (AI and non-AI) patents, they are more original and general, and tend to be broader in technological scope. Technologies related to general AI, robotics, computer/image vision and recognition/detection are consistently listed among core AI patents, with autonomous driving and deep learning having recently become more prominent. Finally, core AI patents tend to spur innovation across AI-related domains, although some technologies – likely AI applications, such as autonomous driving or robotics – appear to increasingly contribute to developments in their own field.