Latest Documents

The COVID-19 crisis has triggered a major shift towards telework and virtual interactions. This paper uses information on job postings from the online job site Indeed to analyse developments in the adoption of telework across 20 countries. It finds, first, that the incidence of advertised telework almost tripled during the pandemic, albeit with large differences both across sectors and across countries. Second, cross-country differences are to a notable extent explained by differences in the extent to which governments restricted mobility during the pandemic. However, while the tightening of restrictions substantially raises advertised telework, their easing only modestly reverses the increase. Third, digital preparedness plays an important role in mediating the response of advertised telework to changes in restrictions. The tightening of restrictions has particularly large effects in sectors that are better prepared to adopt digital business models, while their easing has almost no effect in countries with high-quality digital infrastructure. Overall, these results suggest that telework is here to stay, especially in countries with high levels of digital preparedness. Public policies will need to adapt to reap the potential benefits for productivity and worker well-being.

Relying on linked employer-employee datasets from 10 countries, this paper documents that the skills and the diversity of the workforce and of managers – the human side of businesses – account on average for about one third of the labour productivity gap between firms at the productivity 'frontier' (the top 10% within each detailed industry) and medium performers at the 40-60 percentile of the productivity distribution. The composition of skills, especially the share of high skills, varies the most along the productivity distribution, but low and medium skilled employees make up a substantial share of the workforce even at the frontier. High skills show positive but decreasing productivity returns. Moreover, the skill mix of top firms varies markedly across countries, pointing to the role of different strategies pursued by firms in different policy environments. We also find that managerial skills play a particularly important role, also through complementarities with worker skills. Gender and cultural diversity among managers – and to a lesser extent, among workers – is positively related to firm productivity as well. We discuss public policies that can facilitate the catch-up of firms below the frontier through skills and diversity. These cover a wide range of areas, exerting their influence through three main channels: the supply, upgrading and the matching across firms (the SUM) of skills and other human factors.

This report presents a comprehensive assessment of the policy instruments adopted by the Netherlands to reach carbon neutrality in its manufacturing sector by 2050. The analysis illustrates the strength of combining a strong commitment to raising carbon prices with ambitious technology support, uncovers the pervasiveness of competitiveness provisions, and highlights the trade-off between short-term emissions cuts and longer-term technology shift. The Netherlands’ carbon levy sets an ambitious price trajectory to 2030, but is tempered by extensive preferential treatment to energy-intensive users, yielding a highly unequal carbon price across firms and sectors. The country’s technology support focuses on the cost-effective deployment of low-carbon options, which ensures least-cost decarbonisation in the short run but favours relatively mature technologies. The report offers recommendations for policy adjustments to reach the country’s carbon neutrality objective, including the gradual removal of exemptions, enhanced support for emerging technologies and greater visibility over future infrastructure plans.

How can governments support the private sector’s contribution to the Sustainable Development Goals (SDGs)? This book investigates the contribution of firms to the SDGs, particularly through their core business, taking into account inter-sectoral linkages and global value chains, using novel techniques and data sources. Despite the fact that the private sector has the potential to contribute to a wide range of SDGs, and that many firms find it economically viable to develop sustainable products and services, firms still face significant hurdles in their sustainability transition. Based on this new evidence, this book provides some recommendations on the design of industrial policies to enhance the contribution of businesses to the SDGs.

The crisis triggered by the COVID-19 pandemic has been unlike any other the world has experienced, requiring social distancing and restrictions on mobility, and rendering some economic activity impossible. This publication explores and compares the characteristics that have affected the ability of firms, workers and consumers to maintain production, employment and consumption during the COVID-19 crisis, across industries and countries. It takes an analytical forward-looking perspective, considering a broad collection of indicators and evidence to guide policies. The aspects covered centre around topics of business dynamics; productivity; innovation and digital technologies; interconnectedness; inclusiveness; and skills. The report incorporates both a short-term perspective – analysing the supply restrictions and lockdowns that have characterised containment responses – and a medium- to long-term view, focusing on changes in demand that have arisen through recessionary effects and changes in preferences. The purpose of this publication is to provide insights to policy makers in three ways. First, by providing an overview of the different channels through which the crisis has affected firms differently across industries; then, by identifying country characteristics which may mediate these channels and mitigate or amplify the impacts of this and future shocks on the economy; and finally, by exploring systematic differences in the impact across population subgroups and the implications for policy.

This work proposes an experimental methodology to identify and measure artificial intelligence (AI)-related trademarks. It aims to shed light on the extent to which (new) companies and products appearing on the market rely on, exploit or propose AI-related goods and services, and to help identify the companies and organisations that are active in the AI space. The paper finds evidence that AI-related goods and services have expanded in consumer markets in recent years. Companies and other economic agents appear to register AI-related trademarks primarily to protect computer-related products and/or services, especially software, audio-visual devices and for analytical purposes. Important trademark activities related to AI also emerge in the education space, with AI-related keywords being frequently associated with educational services as well as classes, publications, workshops and online material.

This work proposes an analysis of the statistical properties and distributional characteristics of Burning Glass Technologies’ (BGT) data on online job openings from platforms and companies, at the occupation level. BGT data are compared to official data on employment by occupation to assess their occupation-specific representativeness. This work further proposes weighting schemes aimed at making BGT-based analysis fully representative at the occupation and country levels, where appropriate. The analysis encompasses six economies – Australia, Canada, New Zealand, Singapore, the United Kingdom and the United States – for the period 2010-19. Overall, it finds that BGT data exhibit good statistical properties and are a useful source of timely information about labour market demand, especially for high-skill occupations and recruitment processes that are more likely to happen online.

This paper presents a comprehensive assessment of the policy instruments adopted by the Netherlands to reach carbon neutrality in its manufacturing sector by 2050. The analysis illustrates the strength of combining a strong commitment to raising carbon prices with ambitious technology support, uncovers the pervasiveness of competitiveness provisions, and highlights the trade-off between short-term emissions cuts and longer-term technology shift. The Netherlands’ carbon levy sets an ambitious price trajectory to 2030, but is tempered by extensive preferential treatment to energy-intensive users, yielding a highly unequal carbon price across firms and sectors. The country’s technology support focuses on the cost-effective deployment of low-carbon options, which ensures least-cost decarbonisation in the short run but favours relatively mature technologies. The paper offers recommendations for policy adjustments to reach the country’s carbon neutrality objective, including the gradual removal of exemptions, enhanced support for emerging technologies and greater visibility over future infrastructure plans.