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Technology and task changes in the major EU countries

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  • Sergio De Nardis
  • Francesca Parente

Abstract

Drawing on the Acemoglu–Restrepo framework, this article investigates the influence of technological innovations on the wage bill of France, Germany, Italy and Spain We show that in these countries: (a) the wage‐bill deceleration since the 1990s has mainly been productivity driven; (b) but was also affected by a wage‐share compression; (c) contraction of labor‐intensive tasks played a relevant role in such compression; (d) this reflected an acceleration of technology‐induced labor displacement not sufficiently offset by the reinstatement of new labor‐intensive tasks; (e) labor displacement was higher in low‐end services. Econometric analysis of displacement confirms the influence of technology.

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  • Sergio De Nardis & Francesca Parente, 2022. "Technology and task changes in the major EU countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 391-413, April.
    • Handle: RePEc:bla:coecpo:v:40:y:2022:i:2:p:391-413
    DOI: 10.1111/coep.12558
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    1. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    2. Anders Akerman & Ingvil Gaarder & Magne Mogstad, 2015. "The Skill Complementarity of Broadband Internet," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1781-1824.
    3. Baccianti, Claudio, 2013. "Estimation of sectoral elasticities of substitution along the international technology frontier," ZEW Discussion Papers 13-092, ZEW - Leibniz Centre for European Economic Research.
    4. Zsolt Darvas & Guntram B. Wolff & Bruegel, . "An anatomy of inclusive growth in Europe," Blueprints, Bruegel, number 17266, June.
    5. Francesco Chiacchio & Georgios Petropoulos & David Pichler, 2018. "The impact of industrial robots on EU employment and wages- A local labour market approach," Working Papers 25186, Bruegel.
    6. Michael Koch & Ilya Manuylov & Marcel Smolka, 2021. "Robots and Firms," The Economic Journal, Royal Economic Society, vol. 131(638), pages 2553-2584.
    7. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    8. Piva, Mariacristina & Vivarelli, Marco, 2017. "Technological Change and Employment: Were Ricardo and Marx Right?," IZA Discussion Papers 10471, Institute of Labor Economics (IZA).
    9. Melanie Arntz & Terry Gregory & Ulrich Zierahn, 2016. "The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis," OECD Social, Employment and Migration Working Papers 189, OECD Publishing.
    10. Becker, Sascha O. & Ekholm, Karolina & Muendler, Marc-Andreas, 2013. "Offshoring and the onshore composition of tasks and skills," Journal of International Economics, Elsevier, vol. 90(1), pages 91-106.
    11. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2021. "Threats and opportunities in the digital era: Automation spikes and employment dynamics," Research Policy, Elsevier, vol. 50(7).
    12. Roberto Torrini, 2015. "Labour, Profit and Housing Rent Shares in Italian GDP: Long-Run Trends and Recent Patterns," Politica economica, Società editrice il Mulino, issue 3, pages 275-314.
    13. Daron Acemoglu & Claire Lelarge & Pascual Restrepo, 2020. "Competing with Robots: Firm-Level Evidence from France," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 383-388, May.
    14. Paul Gaggl & Greg C. Wright, 2017. "A Short-Run View of What Computers Do: Evidence from a UK Tax Incentive," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 262-294, July.
    15. Alfonso Arpaia & Esther Pérez & Karl Pichelmann, 2009. "Understanding Labour Income Share Dynamics in Europe," European Economy - Economic Papers 2008 - 2015 379, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    16. Mr. Bob Rowthorn, 1999. "Unemployment, Capital-Labor Substitution, and Economic Growth," IMF Working Papers 1999/043, International Monetary Fund.
    17. McAdam, Peter & Willman, Alpo, 2004. "Production, supply and factor shares: an application to estimating German long-run supply," Economic Modelling, Elsevier, vol. 21(2), pages 191-215, March.
    18. Südekum, Jens & Dauth, Wolfgang & Findeisen, Sebastian & Woessner, Nicole, 2017. "German Robots – The Impact of Industrial Robots on Workers," CEPR Discussion Papers 12306, C.E.P.R. Discussion Papers.
    19. Roberto Torrini, 2010. "Factor shares dynamics in Italy," Politica economica, Società editrice il Mulino, issue 2, pages 157-178.
    20. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2019. "The Economics of Artificial Intelligence: An Agenda," NBER Books, National Bureau of Economic Research, Inc, number agra-1.
    21. Daron Acemoglu & Pascual Restrepo, 2017. "Robots and Jobs: Evidence from US Labor Markets," Boston University - Department of Economics - Working Papers Series dp-297, Boston University - Department of Economics.
    22. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
    23. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    24. Federici, Daniela & Saltari, Enrico, 2018. "Elasticity Of Substitution And Technical Progress: Is There A Misspecification Problem?," Macroeconomic Dynamics, Cambridge University Press, vol. 22(1), pages 101-121, January.
    25. Mr. Marcello M. Estevão & Ms. Nigar Nargis, 2002. "Wage Moderation in France," IMF Working Papers 2002/151, International Monetary Fund.
    26. Luca Marcolin & Sébastien Miroudot & Mariagrazia Squicciarini, 2019. "To be (routine) or not to be (routine), that is the question: a cross-country task-based answer†," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(3), pages 477-501.
    27. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    28. repec:hal:spmain:info:hdl:2441/3n1gbsj6rs80ipqv9d42nfd0ge is not listed on IDEAS
    29. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    30. Gregory, Terry & Salomons, Anna & Zierahn, Ulrich, 2016. "Racing With or Against the Machine? Evidence from Europe," VfS Annual Conference 2016 (Augsburg): Demographic Change 145843, Verein für Socialpolitik / German Economic Association.
    31. Davide Dottori, 2021. "Robots and employment: evidence from Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 739-795, July.
    32. Pajarinen, Mika & Rouvinen, Petri, 2014. "Computerization Threatens One Third of Finnish Employment," ETLA Brief 22, The Research Institute of the Finnish Economy.
    33. Agrawal, Ajay & Gans, Joshua & Goldfarb, Avi (ed.), 2019. "The Economics of Artificial Intelligence," National Bureau of Economic Research Books, University of Chicago Press, number 9780226613338.
    34. Roberto Torrini, 2005. "Quota dei profitti e redditività del capitale in Italia: un tentativo di interpretazione," Politica economica, Società editrice il Mulino, issue 1, pages 7-42.
    35. Christian Dustmann & Bernd Fitzenberger & Uta Sch?nberg & Alexandra Spitz-Oener, 2014. "From Sick Man of Europe to Economic Superstar: Germany's Resurgent Economy," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 167-188, Winter.
    36. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    37. Lordan, Grace, 2018. "Robots at work: a report on automatable and non-automatable employment shares in Europe," LSE Research Online Documents on Economics 90500, London School of Economics and Political Science, LSE Library.
    38. Drago Bergholt & Francesco Furlanetto & Nicolò Maffei-Faccioli, 2022. "The Decline of the Labor Share: New Empirical Evidence," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 163-198, July.
    39. Luca Marcolin & Sébastien Miroudot & Mariagrazia Squicciarini, 2016. "GVCs, Jobs And Routine Content Of Occupations," OECD Trade Policy Papers 187, OECD Publishing.
    40. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    41. DeCanio, Stephen J., 2016. "Robots and humans – complements or substitutes?," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 280-291.
    42. Wiljan van den Berge, 2019. "Automatic Reaction – What Happens to Workers at Firms that Automate?," CPB Discussion Paper 390.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    43. Dauth, Wolfgang & Findeisen, Sebastian & Südekum, Jens & Wößner, Nicole, 2017. "German robots - the impact of industrial robots on workers," IAB-Discussion Paper 201730, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    44. Roberto Cellini & Sergio De Nardis & Giovanna Labartino & Francesca Mazzolari & Roberto Monducci & Paolo Onofri & Luca Paolazzi & Roberto Torrini, 2016. "Labour, Profit and Housing Rent Shares in Italian GDP: Long-Run Trends and Recent Patterns: Comments and Reply," Politica economica, Società editrice il Mulino, issue 1, pages 127-162.
    45. Wiljan van den Berge, 2019. "Automatic Reaction – What Happens to Workers at Firms that Automate?," CPB Discussion Paper 390, CPB Netherlands Bureau for Economic Policy Analysis.
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    2. Jurkat, Anne & Klump, Rainer & Schneider, Florian, 2023. "Robots and Wages: A Meta-Analysis," EconStor Preprints 274156, ZBW - Leibniz Information Centre for Economics.

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