Latest Documents

Measuring the various aspects of cybersecurity across countries is challenging, in part because the actors in the cybersecurity ecosystem often do not have the incentives to share key data. At the same time, people, firms and governments need to feel secure to communicate online and use Internet-based services. This statistical report provides an overview of how cybersecurity is being measured across a variety of data sources and using different methodological approaches. Beginning with a checklist of measurement considerations, the report then discusses existing data from official and non-official sources, identifying when each data source is most useful. The report then provides two proofs of concepts for measuring uncertainty related to cyber risks, or 'cybersecurity uncertainty'. Measuring such uncertainty can complement existing statistics and help anticipate emerging cybersecurity trends, develop more targeted cybersecurity awareness programmes, and promote a more secure and resilient digital ecosystem.

This report introduces cryptography to policy makers and includes key concepts such as symmetric and asymmetric cryptography, public key infrastructure, and end-to-end encryption. It discusses advancements in homomorphic encryption, which allows computations to be performed on encrypted data without decrypting it first and accessing the secret key. Often described as 'the holy grail of cryptography', homomorphic encryption remains a promising area of research rather than a fully developed technology. The report also addresses quantum technologies, which could pose a threat to the foundations of public key cryptography, potentially undermining trust in the digital ecosystem. While current quantum computers are far from causing such disruptions, a transition to quantum-resistant (or post-quantum) cryptography is essential today to address their future impact. Additionally, quantum cryptography shows significant promise for secure communications but is not yet suitable for sensitive applications.

Child rights advocates, parents, governments, and children themselves are increasingly calling for digital safety by design, so that children can be protected online, and also benefit from positive digital experiences. However, the exact meaning of digital safety by design can be unclear. This report explores the concept, considering how it is addressed at international and national levels. Internationally, there are common calls for the proactive integration of safety measures into digital products and services, as well as for transparent, accountable and child-friendly service delivery. National laws prescribe practical tools and measures such as age assurance and accessible complaint mechanisms. Focusing on actions for digital service providers, the report suggests eight key components for digital safety by design for children, including practical tools, measures to foster a culture of safety, and harm mitigation strategies. These components are illustrated through case studies, highlighting a need for diverse and tailored approaches.

As the pace of technological change accelerates, reaching the digital frontier – and staying there – is increasingly challenging. This report analyses Norway’s digital performance, policies and priorities to inform the development of a new national digital strategy that seeks to sharpen Norway’s competitive edge and ensure that digital transformation benefits all Norwegians. It outlines the digital priorities and trends that will shape Norway’s digital future and maps its digital policy ecosystem. The report further assesses Norway’s digital performance based on the OECD Going Digital Toolkit dashboard of indicators and analyses its digital policies through the lens of the OECD Going Digital Integrated Policy Framework. It concludes with policy recommendations to achieve a more digital, innovative and inclusive Norway.

This report provides an international benchmarking of Germany’s artificial intelligence (AI) ecosystem and discusses progress in implementing its national AI strategy. The report draws on quantitative and qualitative data and insights from the OECD.AI Policy Observatory and from the OECD Programme on AI in Work, Innovation, Productivity and Skills (AI-WIPS) – an OECD research programme financed by the German Federal Government – and results from a series of interviews with a wide range of stakeholders in Germany. The review discusses Germany’s strengths, weaknesses, opportunities, and challenges in AI, and provides recommendations to steer AI policy in Germany in the coming years. The evidence is presented according to the core focus areas outlined in Germany’s national AI strategy, which include: 1) minds; 2) research; 3) transfer and applications; 4) the world of work; 5) policy and regulatory frameworks; and 6) society. Furthermore, the report discusses AI infrastructure and it includes three sector spotlights on AI in the public sector, AI and environmental sustainability and AI and healthcare.

Data plays an increasingly important role for online platforms and the majority of digital business models. Along with data becoming central to competition and the conduct of actors in digital markets, there has been an increase in data privacy regulations and enforcement worldwide. The interplay between competition and data privacy has prompted questions about whether data privacy and the collection of consumers’ data constitute an antitrust issue. Should competition considerations be factored into decisions by data protection authorities, and, if so, how can synergies between the two policy areas be enhanced and tensions overcome? This paper explores the links between competition and data privacy, their respective objectives, and how considerations pertaining to one policy area have been, or could be, included into the other. It investigates enforcement interventions and regulatory measures that could foster synergies or lead to potential challenges, and offers insights into models for co-operation between competition and data protection authorities. This is a joint working paper from the OECD Competition and Digital Economy Policy Secretariat.

Employment has recovered strongly from the COVID-19 pandemic despite large structural changes in labour markets, such as the widespread adoption of digital business models and remote work. We analyse whether the pandemic has been associated with labour reallocation across occupations and triggered mismatches between occupational labour demand and supply using novel data on employers’ job postings and jobseekers’ clicks across 19 countries from the online job site Indeed. Findings indicate that, on average across countries, the pandemic triggered large and persistent reallocation of postings and clicks across occupations. Occupational mismatch initially increased but was back to pre-pandemic levels at the end of 2022 as employers and workers adjusted to structural changes. The adjustment was substantially slower in countries that resorted to short-time work schemes to preserve employment during the pandemic.

The 2019 Egyptian National Artificial Intelligence (AI) Strategy is a key catalyst for digital transformation in Egypt and supports the country’s sustainable development agenda. As North Africa’s biggest economy, Egypt faces a challenging economic and demographic context, including high inflation and a high youth unemployment rate. As the first Arab and African country to adhere to the OECD Recommendation on Artificial Intelligence in 2021, Egypt has made progress in implementing the OECD AI Principles. This country review explores the state of implementation of the OECD AI Principles in Egypt by providing a mapping of Egypt’s AI governance and policy implementation through gap analysis, comparative analysis, and benchmarking. It highlights key findings and recommendations to strengthen Egypt’s AI ecosystem and facilitate the development of inclusive, responsible, and human-centric AI policies and practices that support Egypt’s development agenda and stand the test of time.

This paper details the methodology used to nowcast the growth rate of the information and communication technology (ICT) sector in the 'The growth outlook of the ICT sector' chapter of the OECD Digital Economy Outlook 2024, Volume 1. In an era of rapid digital transformation, innovative data sources for economic measurement are crucial. Internet search data have gained prominence for tracking real-time economic activity. This paper details a nowcasting model that leverages Google Trends data to provide policymakers with timely, up-to-date and comparable data on the economic growth of the ICT sector. Having timely data on ICT sector performance is essential to evaluating the effectiveness of sector-related policies. By addressing data challenges and employing a data-driven approach, this paper advances economic measurement of the digitalisation of the economy and provides insights into ICT sector growth dynamics.