Concentration – the share of an industry’s output accounted for by its largest firms and a frequently used proxy of competition – has increased in European countries. This paper provides evidence about this development by introducing several methodological refinements in the cross-country...

The COVID-19 pandemic caused an unprecedented global economic downturn, affecting productivity, business dynamics, and digital technology adoption. Using a comprehensive commercial database from Spiceworks Ziff Davis, this study analyses the firm-level drivers of digitalisation during the...

Many ocean economic activities are not readily visible in official statistics, hindering policymakers' access to crucial information for decision making. The OECD ocean economy measurement project aims to address this by aligning ocean economy statistics with broader economic data and ensuring...

Large volumes of marine data – much of it collected through observing systems and research projects and made publicly available for reuse by anybody through specialised repositories – are required for science, ocean economic activity and effective management of marine space. This report...

This paper develops a taxonomy of 151 industries, mainly defined at the 3-digit level, indicating at which geographical level competition takes place. It classifies 40 industries as competing at the domestic level, 85 at the European level, and 26 at the global level. First, this paper creates a...

This paper conducts an in-depth mapping of global value chain (GVC) vulnerabilities, using granular product-level trade data to identify vulnerable products with limited suppliers and substitutability. The study reveals that, in OECD countries, approximately 8% of foreign-sourced intermediate...

This paper presents new evidence on the size and direction of governments' R&D funding response to the COVID-19 pandemic through the exploration of a novel data infrastructure, the OECD Fundstat initiative for the analysis of government-funded R&D projects. The document reports on the...

Semiconductors are a critical input into a wide range of downstream industries, including the wider information communications technology industry, electronics and motor vehicles. Semiconductor shortages can have large adverse effects on output in these industries, with ripple effects on the...

Despite the increasing adoption of income-based tax incentives for R&D and innovation in the OECD area and beyond, evidence on the availability, design, generosity and actual cost of these incentives remains scarce. This report helps fill this gap by documenting government efforts to provide...

This paper uses information collected and provided by GlassAI to analyse the characteristics and activities of companies and universities in Canada, Germany, the United Kingdom and the United States that mention keywords related to Artificial Intelligence (AI) on their websites. The analysis...