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The Impact of ICTs and Digitalization on Productivity and Labor Share: Evidence from French firms

Author

Listed:
  • Cette Gilbert
  • Nevoux Sandra
  • Py Loriane

Abstract

Taking advantage of an original firm-level survey carried out by the Banque de France, we empirically investigate how the employment of ICT specialists (in-house and external) and the use of digital technologies (cloud and big data) have an impact on firm productivity and labor share. Our analysis relies on the survey responses in 2018 of 1,065 French firms belonging to the manufacturing sector and with at least 20 employees. To tackle potential endogeneity issues, we adopt an instrumental variable approach as proposed by Bartik (1991). The results of our crosssection estimations point to a large effect: ceteris paribus, the employment of ICT specialists and the use of digital technologies improve a firm’s labor productivity by about 23% and its total factor productivity by about 17%. Conversely, the employment of in-house ICT specialists and the use of big data both have a detrimental impact on labor share, of about 2.5 percentage points respectively.

Suggested Citation

  • Cette Gilbert & Nevoux Sandra & Py Loriane, 2020. "The Impact of ICTs and Digitalization on Productivity and Labor Share: Evidence from French firms," Working papers 785, Banque de France.
  • Handle: RePEc:bfr:banfra:785
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    References listed on IDEAS

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    1. Cette Gilbert & Lecat Rémy & Ahmed Jiddou Ahmed Ould, 2016. "How do firms adjust production factors to the cycle?," The B.E. Journal of Macroeconomics, De Gruyter, vol. 16(2), pages 361-394, June.
    2. Anders Akerman & Ingvil Gaarder & Magne Mogstad, 2015. "The Skill Complementarity of Broadband Internet," The Quarterly Journal of Economics, Oxford University Press, vol. 130(4), pages 1781-1824.
    3. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    4. Emannuel Dhyne & Joep Konings & Joep Konings & Stijn Vanormelingen,, 2018. "IT and productivity: A firm level analysis," Working Paper Research 346, National Bank of Belgium.
    5. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle, january-j.
    6. F. Etro, 2009. "The Economic Impact of Cloud Computing on Business Creation, Employment and Output in Europe. An application of the Endogenous Market Structures Approach to a GPT innovation," Review of Business and Economic Literature, Intersentia, vol. 54(2), pages 179-209, June.
    7. Elizabeth Kremp, 1995. "Nettoyage de fichiers dans le cas de données individuelles : recherche de la cohérence transversale," Économie et Prévision, Programme National Persée, vol. 119(3), pages 171-193.
    8. Philippe Aghion & Antonin Bergeaud & Huiyu Li & Peter Klenow & Timo Boppart, 2019. "A Theory of Falling Growth and Rising Rents," 2019 Meeting Papers 458, Society for Economic Dynamics.
    9. 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.
    10. Nicoletti, Giuseppe & von Rueden, Christina & Andrews, Dan, 2020. "Digital technology diffusion: A matter of capabilities, incentives or both?," European Economic Review, Elsevier, vol. 128(C).
    11. Gilbert Cette & Lorraine Koehl & Thomas Philippon, 2019. "The Labor Share in the Long Term: A Decline?," Post-Print hal-02446713, HAL.
    12. Antonin Bergeaud & Gilbert Cette & Remy Lecat, 2017. "Total Factor Productivity in Advanced Countries: A Longterm Perspective," International Productivity Monitor, Centre for the Study of Living Standards, vol. 32, pages 6-24, Spring.
    13. Peter Gal & Giuseppe Nicoletti & Christina von Rüden & Stéphane Sorbe & Théodore Renault, 2019. "Digitalization and Productivity: In Search of the Holy Grail - Firm-level Empirical Evidence from European Countries," International Productivity Monitor, Centre for the Study of Living Standards, vol. 37, pages 39-71, Fall.
    14. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, Oxford University Press, vol. 129(1), pages 61-103.
    15. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
    16. Gilbert Cette & Rémy Lecat & Ahmed Ould Ahmed Jiddou, 2016. "Margin rate and the cycle: the role of trade openness," Applied Economics, Taylor & Francis Journals, vol. 48(37), pages 3569-3575, August.
    17. Timothy DeStefano & Richard Kneller & Jonathan Timmis, 2019. "Cloud computing and firm growth," Discussion Papers 2019-09, University of Nottingham, GEP.
    18. Peter Gal & Giuseppe Nicoletti & Theodore Renault & Stéphane Sorbe & Christina Timiliotis, 2019. "Digitalisation and productivity: In search of the holy grail – Firm-level empirical evidence from EU countries," OECD Economics Department Working Papers 1533, OECD Publishing.
    19. Emin Dinlersoz & Zoltan Wolf, 2018. "Automation, Labor Share, and Productivity: Plant-Level Evidence from U.S. Manufacturing," Working Papers 18-39, Center for Economic Studies, U.S. Census Bureau.
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    More about this item

    Keywords

    Productivity; ICT; digitalization;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms

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