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Productivity & Innovation Competencies in the Midst of the Digital Transformation Age: A EU-US Comparison

Author

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  • Bart van Ark
  • Klaas de Vries
  • Abdul Erumban

Abstract

This paper reviews the latest evidence on productivity growth by industry and innovation competencies by occupation to observe whether, beneath the productivity slowdown of the past decade in both the European Union and the United States, signs can be detected of structural performance improvements due to digital transformation. We find that in the United States, the digital-producing sector has continued to contribute strongly to aggregate productivity in recent years. While labour productivity growth in the US was only 0.6 percent from 2013-2017, as much as 0.5 percentage point (or 86 percent) was coming from digital-producing industries representing only 8.2 percent of US GDP. Other industries, which account for the remaining 92 percent of the US economy, including some of the most digital intensive-using industries, have seen a dramatic decline in their contribution to productivity growth. In the European Union, the digital-producing sector has seen a strong decline in its contribution to productivity growth, which by 2013-2017 was only one third of the US contribution at 0.15 percentage points. However, the most digital intensive-using industries contributed 4 times as much to labor productivity as in the United States, driving overall labour productivity growth from 2013-2017 up to 0.9 percentage point – 0.3 percentage points higher than in the US. A positive factor, both in the EU and in the US, is that total factor productivity (TFP) growth in the most intensive digital-producing industries, notably trade and business services has improved. Digital intensiveusing manufacturing industries generally contribute less to productivity than digital intensive-using services, partly because of slower productivity growth and partly because of their smaller size. A novel measure of innovation competencies by occupation shows that, when applied to industries, those industries with the highest competencies, also show positive productivity contributions, and the most intensive digital-using industries are strongly represented in this category. Overall, while the evidence is still thin due to time lags in the data, there are signs of positive contributions to productivity growth related to digital transformation even though those effects are still not widespread observable across the economy.

Suggested Citation

  • Bart van Ark & Klaas de Vries & Abdul Erumban, 2019. "Productivity & Innovation Competencies in the Midst of the Digital Transformation Age: A EU-US Comparison," European Economy - Discussion Papers 119, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
  • Handle: RePEc:euf:dispap:119
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    References listed on IDEAS

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    1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    2. Cette, Gilbert & Fernald, John & Mojon, Benoît, 2016. "The pre-Great Recession slowdown in productivity," European Economic Review, Elsevier, vol. 88(C), pages 3-20.
    3. Bart van Ark, 2016. "The Productivity Paradox of the New Digital Economy," International Productivity Monitor, Centre for the Study of Living Standards, vol. 31, pages 3-18, Fall.
    4. David Autor & David Dorn & Lawrence F Katz & Christina Patterson & John Van Reenen, 2020. "The Fall of the Labor Share and the Rise of Superstar Firms [“Automation and New Tasks: How Technology Displaces and Reinstates Labor”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 645-709.
    5. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 23-57, National Bureau of Economic Research, Inc.
    6. Jovanovic, Boyan & Rousseau, Peter L., 2005. "General Purpose Technologies," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 18, pages 1181-1224, Elsevier.
    7. Timmer,Marcel P. & Inklaar,Robert & O'Mahony,Mary & Ark,Bart van, 2013. "Economic Growth in Europe," Cambridge Books, Cambridge University Press, number 9781107412446.
    8. Liao, Hailin & Wang, Bin & Li, Baibing & Weyman-Jones, Tom, 2016. "ICT as a general-purpose technology: The productivity of ICT in the United States revisited," Information Economics and Policy, Elsevier, vol. 36(C), pages 10-25.
    9. Bart van Ark & Klaas de Vries & Kirsten Jäger, 2018. "Is Europe’s Productivity Glass Half Full or Half Empty?," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 53(2), pages 53-58, March.
    10. Harberger, Arnold C, 1998. "A Vision of the Growth Process," American Economic Review, American Economic Association, vol. 88(1), pages 1-32, March.
    11. Timothy Simcoe, 2015. "Modularity and the Evolution of the Internet," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 21-47, National Bureau of Economic Research, Inc.
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    Cited by:

    1. van Ark, Bart & de Vries, Klaas & Erumban, Abdul, 2021. "How To Not Miss A Productivity Revival Once Again," National Institute Economic Review, National Institute of Economic and Social Research, vol. 255, pages 9-24, February.
    2. Björn Döhring & Atanas Hristov & Christoph Maier & Werner Roeger & Anna Thum-Thysen, 2021. "COVID-19 acceleration in digitalisation, aggregate productivity growth and the functional income distribution," International Economics and Economic Policy, Springer, vol. 18(3), pages 571-604, July.
    3. Bart van Ark & Klaas de Vries & Abdul Erumban, 2021. "Productivity and the Pandemic - Short-Term Disruptions and Long-Term Implications. The impact of the COVID-19 pandemic on productivity dynamics by industry," Working Papers 007, The Productivity Institute.
    4. Alina Wilke & Paul J. J. Welfens, 2022. "An Analysis of Corona Pandemic-related Productivity Growth in Germany: Sectoral Aspects, Work-From-Home Perspectives and Digitalization Intensity," EIIW Discussion paper disbei313, Universitätsbibliothek Wuppertal, University Library.
    5. Klaas Vries & Abdul Erumban & Bart Ark, 2021. "Productivity and the pandemic: short-term disruptions and long-term implications," International Economics and Economic Policy, Springer, vol. 18(3), pages 541-570, July.
    6. repec:gdk:wpaper:66 is not listed on IDEAS
    7. Parteka, Aleksandra & Kordalska, Aleksandra, 2023. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data," Technovation, Elsevier, vol. 125(C).
    8. repec:gdk:wpaper:67 is not listed on IDEAS

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    More about this item

    JEL classification:

    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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