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  • 22-September-2023

    English

    OECD Short-Term Indicators Dashboard

    Nowadays, policymaking and economic analyses rely heavily on statistics and international comparisons. The demand for high-frequency, reliable but also easily accessible data is increasing. To respond to this demand, the OECD has created the Short-Term Indicators Dashboard, covering G20 countries and selected regional aggregates. It allows users to follow key macro-economic developments using interactive charts and tables.

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  • 18-September-2023

    English

    What is the role of data in jobs in the United Kingdom, Canada, and the United States? - A natural language processing approach

    This paper estimates the data intensity of occupations/sectors (i.e. the share of job postings per occupation/sector related to the production of data) using natural language processing (NLP) on job advertisements in the United Kingdom, Canada and the United States. Online job advertisement data collected by Lightcast provide timely and disaggregated insights into labour demand and skill requirements of different professions. The paper makes three major contributions. First, indicators created from the Lightcast data add to the understanding of digital skills in the labour market. Second, the results may advance the measurement of data assets in national account statistics. Third, the NLP methodology can handle up to 66 languages and can be adapted to measure concepts beyond digital skills. Results provide a ranking of data intensity across occupations, with data analytics activities contributing most to aggregate data intensity shares in all three countries. At the sectoral level, the emerging picture is more heterogeneous across countries. Differences in labour demand primarily explain those variations, with low data-intensive professions contributing most to aggregate data intensity in the United Kingdom. Estimates of investment in data, using a sum of costs approach and sectoral intensity shares, point to lower levels in the United Kingdom and Canada than in the United States.

  • 12-September-2023

    English

    CO2 emissions from global shipping - A new experimental database

    The shipping industry is essential for international trade, but it is also an important source of CO2 emissions. To make progress towards climate targets, countries need to monitor CO2 emissions from vessels owned by their ship operator companies. However, most shipping activity takes place outside national borders, making it more difficult to monitor than activity taking place within countries. The OECD’s experimental database on OECD.stat provides a new source of data for CO2 emissions from global shipping, which is available monthly in near real time. This data will help national statistics producers to compile their Air Emission Accounts (AEAs) for the System of Environmental Economic Accounting (SEEA). This Working Paper presents some initial results from the new data source and describes how they were produced. The method is based on granular and timely ship-level data provided by the United Nations Global Platform, and it uses a bottom-up estimation approach to produce results broken down by country and type of ship.

  • 6-September-2023

    English

    Nowcasting trade in value added indicators

    Trade in value added (TiVA) indicators are increasingly used to monitor countries’ integration into global supply chains. However, they are published with a significant lag - often two or three years - which reduces their relevance for monitoring recent economic developments. This paper aims to provide more timely insights into the international fragmentation of production by exploring new ways of nowcasting five TiVA indicators for the years 2021 and 2022 covering a panel of 41 economies at the economy-wide level and for 24 industry sectors. The analysis relies on a range of models, including Gradient boosted trees (GBM), and other machine-learning techniques, in a panel setting, uses a wide range of explanatory variables capturing domestic business cycles and global economic developments and corrects for publication lags to produce nowcasts in quasi-real time conditions. Resulting nowcasting algorithms significantly improve compared to the benchmark model and exhibit relatively low prediction errors at a one- and two-year horizon, although model performance varies across countries and sectors.

  • 5-septembre-2023

    Français

    Prix à la consommation de l'OCDE - Mise à jour : 5 septembre 2023

    L’inflation totale augmente légèrement pour atteindre 5.9 % en juillet 2023 malgré une baisse dans la plupart des pays de la zone OCDE

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  • 5-septembre-2023

    Français

    Principaux indicateurs économiques de l'OCDE (PIE)

    La publication PIE fournit des statistiques comparatives donnant un aperçu des développements économiques récents par le biais d'une large variété d'indicateurs économiques à court terme.

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  • 5-September-2023

    English

    The OECD Consumer Barometer

    The OECD has developed a new tool, the OECD Consumer Barometer that further exploits and visualises consumer confidence data. The indicator, expressed as the monthly growth rate of the normalised consumer confidence indicator (CCI), has been designed with a view to clarity and reactivity in our presentation of measures of consumer sentiment.

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  • 28-août-2023

    Français

    Croissance du PIB - deuxième trimestre 2023, OCDE

    La croissance du PIB de l’OCDE ralentit légèrement au deuxième trimestre 2023

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  • 24-août-2023

    Français

    Statistiques de l'OCDE sur le commerce international : tendances au deuxième trimestre 2023

    Le commerce de marchandises du G20 a diminué au T2 2023, et le commerce de services semble avoir ralenti

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  • 21-August-2023

    English

    Social Insurance Pension Schemes, database

    The 2008 SNA introduced a table on social insurance pension schemes (2008 SNA, Table 17.10) to provide a comprehensive overview of liabilities of all social insurance pension schemes in an economy. The OECD table on social insurance pension schemes reflects this new table. In addition to reflecting the pension liabilities of all social insurance pension schemes in an economy...

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