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Marine data play a crucial role for many scientific disciplines, as well as for very diverse operational services such as fisheries management, environmental planning, marine conservation, weather forecasting, or port management. The information derived from marine data is also increasingly finding its way into a wide and varied range of public policy arenas and private industries. Collecting, distributing and archiving public marine data provide benefits to society at large, however as with all public investments, assessments are needed to provide evidence to decision makers. Based on an original survey of UK marine data users, this paper explores pathways through which marine data are used and transformed into actionable information, creating systematised value chains for the first time. The analysis unveils trends in current marine data uses in the UK and key benefits of data uses. The paper lays the foundations for further OECD work with the marine data community.

The longer run consequences of the pandemic will partly hinge on its impact on high productivity firms, and the ongoing process of labour reallocation from low to high productivity firms. While Schumpeter (1939) proposed that recessions can accelerate this process, the nature of the COVID-19 shock coupled with a policy response that prioritised preservation (over reallocation) raises questions about whether job reallocation remained productivity-enhancing. Using novel, near-real-time data for Australia, New Zealand and the United Kingdom, this paper shows that while labour turnover fell in response to the pandemic, job reallocation remained connected to firm productivity – that is, high productivity firms were more likely to expand and low productivity firms were more likely to contract. The pandemic coincided with a temporary strengthening of the reallocation-productivity link in Australia – but a weakening in New Zealand – which appears related to the design of job retention schemes. Finally, firms that intensively used Apps to manage their business were more resilient, even after controlling for productivity. Thus, while policy partly suppressed creative destruction, the nature of the shock – i.e. one where being online and able to operate remotely were key – favoured high productivity and tech-savvy firms, resulting in a reallocation of labour to such firms. The use of timely, novel data to investigate the allocative effects of the pandemic marks a significant advance, given that the seminal paper on productivity-enhancing reallocation during the Great Recession arrived some six years after Lehman Brothers collapsed.

Covid-19 and the associated restrictions on interaction have led to an unprecedented shock to activity and firms’ balance sheets. To assess the impact, this paper applies a new large-scale firm-level simulation model calibrated to the United Kingdom (UK). The paper specifically examines the Coronavirus Job Retention Scheme (CJRS) furlough program and a credit guarantee. The Corporate Sector Agent-Based (CAB) Model (Hillman, Barnes, Wharf and MacDonald, 2021) takes into account: heterogeneity across firms; interactions between firms across a realistic customer-supplier network; and rule-of-thumb behaviour by firms and bankruptcy constraints. The model amplifies the effect of shocks and generates substantial persistence and overshooting, as well as displaying a number of non-linearities. The CAB uses a data-rich approach based on ORBIS firm-level data and the OECD Input-Output tables. Simulations in this paper are calibrated to the observed path of UK output in 2020.

This paper provides detailed farm level data evidence on the dynamics of farm performance from case studies covering crop farms in Australia, France, Italy and the United Kingdom (England and Wales), and dairy farms in the Czech Republic, Denmark and Norway, with different recent sample periods of five to thirty years. An increase in productivity over time is common to all countries and most crop farm classes, but productivity dynamics vary significantly. In Australia, strong productivity growth among the most productive crop farms has led to an increase in the gap between the highest and lowest performing farms; whereas in France, Italy and the United Kingdom, productivity growth was weak among the most productive crop farms and the lowest performing farms closed the productivity gap. Productivity also increased among dairy farms, with an increasing gap between the most and the least productive farm classes in the three sample countries. The impact of policy changes on performance dynamics is analysed for decoupled payments in France and England, and dairy payments in the Czech Republic. The main findings across countries and policy implications are discussed in OECD Food, Agriculture and Fisheries Paper N°164.

The Welsh Government asked the OECD to undertake a targeted diagnostic study of Wales’ system for teachers’ Continuing Professional Learning (CPL). Drawing on findings from interviews with Welsh stakeholders and schools, as well as document review, the study team identified strengths and weaknesses of the continuing professional learning system in Wales, as well as opportunities and threats going forward.

This paper compares the learning gain over one year of schooling among 15-year-old students in Austria and Scotland (United Kingdom). Common metrics for reading, mathematics and science learning, as established by the Programme for International Student Assessment (PISA), are used. In order to overcome the limitations of a cross-sectional, single-cohort design, multiple cycles of PISA data are combined. The fact that Austria and Scotland moved their testing period across cycles is also exploited. The results are used to establish a benchmark for other performance differences observed in PISA, such as gender gaps, socio-economic gaps or between-country differences.

Students in Scotland (United Kingdom) engage in learning through Curriculum for Excellence (CfE), which aims to provide them with a holistic, coherent, and future-oriented approach to learning between the ages of 3 and 18. CfE offers an inspiring and widely supported philosophy of education. Schools design their own curriculum based on a common framework which allows for effective curricular practices. In 2020, Scotland invited the OECD to assess the implementation of CfE in primary and secondary schools to understand how school curricula have been designed and implemented in recent years. This report analyses the progress made with CfE since 2015, building upon several months of observations in Scotland, the existing literature and experiences from other OECD countries. The OECD analysis and recommendations aim to support Scotland as it further enhances CfE to achieve its potential for the present and future of its learners. Just as Scotland’s Curriculum for Excellence was among the pioneers of 21st century learning, its most recent developments hold valuable lessons for other education systems and their own curriculum policies.

First published in 2017, Fighting Tax Crime - The Ten Global Principles is the first comprehensive guide to fighting tax crimes. It sets out ten essential principles covering the legal, institutional, administrative, and operational aspects necessary for developing an efficient and effective system for identifying, investigating and prosecuting tax crimes, while respecting the rights of accused taxpayers. This second edition addresses new challenges, such as tackling professionals who enable tax and white-collar crimes, and fostering international co-operation in the recovery of assets. Drawing on the experiences of jurisdictions in all continents, the report also highlights successful cases relating to the misuse of virtual assets, complex investigations involving joint task forces, and the use of new technology tools to fight tax crimes and other financial crimes. The Ten Global Principles are an essential element of the OECD’s Oslo Dialogue, a whole-of-government approach for fighting tax crimes and illicit financial flows. Alongside the policy document, the second edition is joined by 33 country chapters, detailing jurisdictions’ domestic tax crime enforcement frameworks as well as the progress made in implementing the Ten Global Principles. These chapters are available separately online.

Sound and timely data and statistics are essential for designing better policies for better lives. When the right data are available and used by policy makers, they play a crucial role in managing crises, as revealed during the COVID-19 pandemic. They are also indispensable for transparent and accountable delivery of policies and services and to guide business and investment decisions in line with the Sustainable Development Goals (SDGs). The first 2021 edition of the OECD’s Data for Development Profiles is a unique source of information and insights on how members of the Development Co-operation Committee (DAC) allocate official development assistance (ODA) to statistical capacity development and strengthening data ecosystems in low and middle income countries. By providing a comprehensive overview of members’ data and statistical policy priorities, strategies, funding, delivery modalities and partnerships, the profiles serve as a baseline for co-ordinating international support and highlight ways forward for greater impact and effectiveness.