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Organized labor versus robots? Evidence from microdata

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  • Findeisen, Sebastian
  • Dauth, Wolfgang
  • Schlenker, Oliver

Abstract

New technologies drive productivity growth, yet the distribution of gains may be unequal. We study how labor market institutions - specifically shop-floor worker representation - mediate the impact of automation. Combining German individual-level administrative records with plant-level data on industrial robot adoption, we find that works councils reduce the separation risk for incumbent workers during automation events. When labor markets are tight and replacement costs are high, incumbent workers become more valuable from the firm's perspective. Consequently, we document that the moderating effects of works councils diminish. Older workers, who face greater challenges reallocating to new employers, benefit the most from organized labor in terms of wages and employment. Finally, we observe that works councils do not hinder robot adoption; rather, they spur the use of higher-quality robots, encourage more worker training during robot adoption, and foster higher productivity growth thereafter.

Suggested Citation

  • Findeisen, Sebastian & Dauth, Wolfgang & Schlenker, Oliver, 2025. "Organized labor versus robots? Evidence from microdata," ZEW Discussion Papers 25-005, ZEW - Leibniz Centre for European Economic Research.
  • Handle: RePEc:zbw:zewdip:315741
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    as
    1. Budde, Julian & Dohmen, Thomas & Jäger, Simon & Trenkle, Simon, 2024. "Worker Representatives," IZA Discussion Papers 17152, Institute of Labor Economics (IZA).
    2. David Autor, 2024. "Applying AI to Rebuild Middle Class Jobs," NBER Working Papers 32140, National Bureau of Economic Research, Inc.
    3. Blien, Uwe & Dauth, Wolfgang & Roth, Duncan H.W., 2021. "Occupational routine intensity and the costs of job loss: evidence from mass layoffs," Labour Economics, Elsevier, vol. 68(C).
    4. Guido Matias Cortes, 2016. "Where Have the Middle-Wage Workers Gone? A Study of Polarization Using Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 63-105.
    5. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    6. Hannah Illing & Johannes Schmieder & Simon Trenkle, 2024. "The Gender Gap in Earnings Losses After Job Displacement," Journal of the European Economic Association, European Economic Association, vol. 22(5), pages 2108-2147.
    7. Michael Koch & Ilya Manuylov & Marcel Smolka, 2021. "Robots and Firms," The Economic Journal, Royal Economic Society, vol. 131(638), pages 2553-2584.
    8. 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.
    9. Steffen Mueller & Georg Neuschaeffer, 2021. "Worker Participation in Decision‐making, Worker Sorting, and Firm Performance," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 60(4), pages 436-478, October.
    10. Michele Battisti & Christian Dustmann & Uta Schönberg, 2023. "Technological and Organizational Change and the Careers of Workers," Journal of the European Economic Association, European Economic Association, vol. 21(4), pages 1551-1594.
    11. John T. Addison, 2009. "The Economics of Codetermination," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-10424-2, August.
    12. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    13. Andreas Olden & Jarle Møen, 2022. "The triple difference estimator [Semiparametric difference-in-differences estimators]," The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 531-553.
    14. Simon Jäger & Shakked Noy & Benjamin Schoefer, 2022. "The German Model of Industrial Relations: Balancing Flexibility and Collective Action," Journal of Economic Perspectives, American Economic Association, vol. 36(4), pages 53-80, Fall.
    15. Mario Bossler & Martin Popp, 2022. "Labor Demand on a Tight Leash," Papers 2203.05593, arXiv.org, revised Feb 2024.
    16. Robert J. Gordon, 2016. "Perspectives on The Rise and Fall of American Growth," American Economic Review, American Economic Association, vol. 106(5), pages 72-76, May.
    17. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    18. Patrick Aubert & Eve Caroli & Muriel Roger, 2006. "New technologies, organisation and age: firm-level evidence," Economic Journal, Royal Economic Society, vol. 116(509), pages 73-93, February.
    19. Bellmann, Lisa & Lochner, Benjamin & Seth, Stefan & Wolter, Stefanie, 2020. "AKM effects for German labour market data," FDZ Methodenreport 202001_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    20. Steffen Mueller, 2012. "Works Councils and Establishment Productivity," ILR Review, Cornell University, ILR School, vol. 65(4), pages 880-898, October.
    21. repec:dau:papers:123456789/7243 is not listed on IDEAS
    22. Patrick Kline & Neviana Petkova & Heidi Williams & Owen Zidar, 2019. "Who Profits from Patents? Rent-Sharing at Innovative Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1343-1404.
    23. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    24. Anna Stansbury & Lawrence H. Summers, 2020. "The Declining Worker Power Hypothesis: An Explanation for the Recent Evolution of the American Economy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(1 (Spring), pages 1-96.
    25. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2024. "Robots, occupations, and worker age: A production-unit analysis of employment," European Economic Review, Elsevier, vol. 170(C).
    26. Johannes F. Schmieder & Till von Wachter & Jörg Heining, 2023. "The Costs of Job Displacement over the Business Cycle and Its Sources: Evidence from Germany," American Economic Review, American Economic Association, vol. 113(5), pages 1208-1254, May.
    27. Jäger, Simon & Heining, Jörg, 2019. "How Substitutable Are Workers? Evidence from Worker Deaths," MPRA Paper 109757, University Library of Munich, Germany, revised 01 Jan 2019.
    28. Daron Acemoglu & Simon Johnson, 2024. "Learning from Ricardo and Thompson: Machinery and Labor in the Early Industrial Revolution, and in the Age of AI," NBER Working Papers 32416, National Bureau of Economic Research, Inc.
    29. Luc Behaghel & Eve Caroli & Muriel Roger, 2014. "Age-biased Technical and Organizational Change, Training and Employment Prospects of Older Workers," Economica, London School of Economics and Political Science, vol. 81(322), pages 368-389, April.
    30. Jens Stegmaier, 2012. "Effects of Works Councils on Firm-Provided Further Training in Germany," British Journal of Industrial Relations, London School of Economics, vol. 50(4), pages 667-689, December.
    31. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum & Nicole Woessner, 2021. "The Adjustment of Labor Markets to Robots [“Skills, Tasks and Technologies: Implications for Employment and Earnings]," Journal of the European Economic Association, European Economic Association, vol. 19(6), pages 3104-3153.
    32. repec:hal:pseose:halshs-00978400 is not listed on IDEAS
    33. Daisuke Adachi & Daiji Kawaguchi & Yukiko U. Saito, 2024. "Robots and Employment: Evidence from Japan, 1978–2017," Journal of Labor Economics, University of Chicago Press, vol. 42(2), pages 591-634.
    34. Christian Dustmann & Uta Schönberg, 2012. "What Makes Firm-Based Vocational Training Schemes Successful? The Role of Commitment," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 36-61, April.
    35. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    36. repec:iab:iabfme:202001(en is not listed on IDEAS
    37. P. Aubert & Eve Caroli & Muriel Roger, 2006. "New technologies, workplace organisation and the age structure of the workforce [Nouvelles technologies et nouvelles formes d'organisation du travail : quelles conséquences pour l'emploi des salari," Post-Print hal-02656040, HAL.
    38. Jay Dixon & Bryan Hong & Lynn Wu, 2021. "The Robot Revolution: Managerial and Employment Consequences for Firms," Management Science, INFORMS, vol. 67(9), pages 5586-5605, September.
    39. repec:dau:papers:123456789/10051 is not listed on IDEAS
    40. Daron Acemoglu & Simon Johnson, 2024. "Learning From Ricardo and Thompson: Machinery and Labor in the Early Industrial Revolution and in the Age of Artificial Intelligence," Annual Review of Economics, Annual Reviews, vol. 16(1), pages 597-621, August.
    41. Bossler, Mario & Popp, Martin, 2024. "Labor Demand on a Tight Leash," IZA Discussion Papers 16837, Institute of Labor Economics (IZA).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    automation; organized labor; work councils; labor market tightness; worker re-training;
    All these keywords.

    JEL classification:

    • J20 - Labor and Demographic Economics - - Demand and Supply of Labor - - - General
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • J53 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Labor-Management Relations; Industrial Jurisprudence
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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