IDEAS home Printed from https://ideas.repec.org/p/bdi/wptemi/td_1539_26.html

Foreign acquisitions, automation and labour share

Author

Listed:
  • Fabrizio Leone

    (Bank of Italy)

Abstract

How does a domestic firm's production process change when it is taken over by a foreign multinational? Using a panel of Spanish manufacturing firms covering the 1990-2017 period, this paper shows that acquired firms become significantly more likely to adopt industrial robots and that this shift towards automation reduces their labour share. To isolate these effects from selection into foreign ownership and robot use, the analysis combines nearest-neighbour matching with a staggered event-study design. Following an acquisition, affiliates' labour share falls by 6.5 percentage points (15 per cent relative to the sample mean), while their probability of adopting robots rises by 11 percentage points (30 per cent relative to the sample mean); robot adoption alone accounts for roughly one third of the acquisition-induced labour share decline. These patterns are consistent with the predictions of a model in which heterogeneous firms choose both their ownership structure and whether to adopt robots. They also remain robust after controlling for alternative explanations for the decline in the labour share, including factor-biased technical change, intangible capital and market power.

Suggested Citation

  • Fabrizio Leone, 2026. "Foreign acquisitions, automation and labour share," Temi di discussione (Economic working papers) 1539, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:wptemi:td_1539_26
    as

    Download full text from publisher

    File URL: https://www.bancaditalia.it/pubblicazioni/temi-discussione/2026/2026-1539/en_tema_1539.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bircan, Çağatay, 2019. "Ownership Structure and Productivity of Multinationals," Journal of International Economics, Elsevier, vol. 116(C), pages 125-143.
    2. 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.
    3. Harrison, Ann & Rodríguez-Clare, Andrés, 2010. "Trade, Foreign Investment, and Industrial Policy for Developing Countries," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4039-4214, Elsevier.
    4. Anna Gumpert, 2018. "The Organization of Knowledge in Multinational Firms," Journal of the European Economic Association, European Economic Association, vol. 16(6), pages 1929-1976.
    5. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    6. Bruno Decreuse & Paul Maarek, 2015. "FDI and the Labor Share in Developing Countries : A Theory and Some Evidence," Annals of Economics and Statistics, GENES, issue 119-120, pages 289-319.
    7. Koch, Michael & Manuylov, Ilya, 2023. "Measuring the technological bias of robot adoption and its implications for the aggregate labor share," Research Policy, Elsevier, vol. 52(9).
    8. Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2022. "Modern manufacturing capital, labor demand, and product market dynamics: Evidence from France," Sciences Po Economics Publications (main) hal-03943312, HAL.
    9. Leblebicioğlu, Asli & Weinberger, Ariel, 2021. "Openness and factor shares: Is globalization always bad for labor?," Journal of International Economics, Elsevier, vol. 128(C).
    10. Mertens, Matthias & Schoefer, Benjamin, 2024. "From labor to intermediates: Firm growth, input substitution, and monopsony," IWH-CompNet Discussion Papers 1/2024, Halle Institute for Economic Research (IWH).
    11. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024. "Revisiting Event-Study Designs: Robust and Efficient Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
    12. Panon, Ludovic, 2022. "Labor share, foreign demand and superstar exporters," Journal of International Economics, Elsevier, vol. 139(C).
    13. Luis Garicano & Claudia Steinwender, 2016. "Survive Another Day: Using Changes in the Composition of Investments to Measure the Cost of Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 913-924, December.
    14. Almeida, Rita, 2007. "The labor market effects of foreign owned firms," Journal of International Economics, Elsevier, vol. 72(1), pages 75-96, May.
    15. Matthias Arnold, Jens & Javorcik, Beata S., 2009. "Gifted kids or pushy parents? Foreign direct investment and plant productivity in Indonesia," Journal of International Economics, Elsevier, vol. 79(1), pages 42-53, September.
    16. Karolina Ekholm & Rikard Forslid & James R. Markusen, 2021. "Export-Platform Foreign Direct Investment," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 6, pages 111-130, World Scientific Publishing Co. Pte. Ltd..
    17. Pol Antràs & Evgenii Fadeev & Teresa C. Fort & Felix Tintelnot, 2022. "Global Sourcing and Multinational Activity: A Unified Approach," NBER Working Papers 30450, National Bureau of Economic Research, Inc.
    18. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    19. Ann E. Harrison & Margaret S. McMillan, 2022. "Does direct foreign investment affect domestic credit constraints?," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 7, pages 153-180, World Scientific Publishing Co. Pte. Ltd..
    20. Griffith, Rachel, 1999. "Using the ARD Establishment Level Data to Look at Foreign Ownership and Productivity in the United Kingdom," Economic Journal, Royal Economic Society, vol. 109(456), pages 416-442, June.
    21. Ezra Oberfield & Gene M. Grossman, 2022. "The Elusive Explanation for the Declining Labor Share," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 93-124, August.
    22. Pol Antràs & Evgenii Fadeev & Teresa C. Fort & Felix Tintelnot, 2022. "Global Sourcing and Multinational Activity: A Unified Approach," Working Papers 22-36, Center for Economic Studies, U.S. Census Bureau.
    23. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    24. Ramondo, Natalia & Rappoport, Veronica & Ruhl, Kim J., 2016. "Intrafirm trade and vertical fragmentation in U.S. multinational corporations," Journal of International Economics, Elsevier, vol. 98(C), pages 51-59.
    25. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    26. Sun, Chang, 2020. "Multinational production with non-neutral technologies," Journal of International Economics, Elsevier, vol. 123(C).
    27. Bradley Setzler & Felix Tintelnot, 2021. "The Effects of Foreign Multinationals on Workers and Firms in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1943-1991.
    28. Dongya Koh & Raül Santaeulàlia‐Llopis & Yu Zheng, 2020. "Labor Share Decline and Intellectual Property Products Capital," Econometrica, Econometric Society, vol. 88(6), pages 2609-2628, November.
    29. Feenstra, Robert C. & Hanson, Gordon H., 1997. "Foreign direct investment and relative wages: Evidence from Mexico's maquiladoras," Journal of International Economics, Elsevier, vol. 42(3-4), pages 371-393, May.
    30. Paola Conconi, & Fabrizio Leone & Glenn Magerman & Catherine Thomas, 2024. "Multinational networks and trade participation," Working Paper Research 456, National Bank of Belgium.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:ces:ceswps:_11396 is not listed on IDEAS
    2. Fabrizio Leone, 2023. "Multinationals, robots and the labor share," CEP Discussion Papers dp1900, Centre for Economic Performance, LSE.
    3. Leone, Fabrizio, 2021. "Foreign Ownership and Robot Adoption," CEPREMAP Working Papers (Docweb) 2111, CEPREMAP.
    4. García-Vega, María & Gupta, Apoorva & Kneller, Richard, 2023. "Is acquisition-FDI during an economic crisis detrimental for domestic innovation?," DICE Discussion Papers 403, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    5. Koch, Michael & Smolka, Marcel, 2019. "Foreign ownership and skill-biased technological change," Journal of International Economics, Elsevier, vol. 118(C), pages 84-104.
    6. Diane Coyle & John McHale & Ioannis Bournakis & Jen-Chung Mei, 2023. "Recent Trends in Firm-Level Total Factor Productivity in the United Kingdom: New Measures, New Puzzles," Working Papers 036, The Productivity Institute.
    7. Coyle, Diane & McHale, John & Bournakis, Ioannis & Mei, Jen-Chung, 2026. "Converging to mediocrity: Trends in firm-level markups in the United Kingdom 2008–2019," Economics Letters, Elsevier, vol. 261(C).
    8. Marcus Biermann, 2022. "The role of management practices in acquisitions and the FDI location decision," Review of International Economics, Wiley Blackwell, vol. 30(1), pages 137-165, February.
    9. Cagatay Bircan, 2013. "Foreign direct investment and wages: does the level of ownership matter?," Working Papers 157, European Bank for Reconstruction and Development, Office of the Chief Economist.
    10. Beccari, Gabriele & Pisicoli, Beniamino & Vocalelli, Giorgio, 2023. "Barbarians at the gate? FDI and target firms’ management quality," MPRA Paper 117242, University Library of Munich, Germany.
    11. Brian McCaig & Nina Pavcnik & Woan Foong Wong, 2022. "Foreign and Domestic Firms: Long Run Employment Effects of Export Opportunities," NBER Working Papers 30729, National Bureau of Economic Research, Inc.
    12. Laura Alfaro & Maggie X. Chen, 2013. "Market Reallocation and Knowledge Spillover: The Gains from Multinational Production," Working Papers 2013-13, The George Washington University, Institute for International Economic Policy.
    13. Joel Stiebale & Nicole Wößner, 2020. "M&As, Investment and Financing Constraints," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 27(1), pages 49-92, January.
    14. repec:ces:ceswps:_10349 is not listed on IDEAS
    15. Márta Bisztray & Balázs Muraközy & Rita Pető, 2025. "The role of firms in the wage penalty for chronic health conditions," KRTK-KTI WORKING PAPERS 2508, Institute of Economics, Centre for Economic and Regional Studies.
    16. Bircan, Çağatay, 2011. "Foreign Direct Investment and Wages: Does the Level of Ownership Matter?," Working Papers 618, Research Seminar in International Economics, University of Michigan.
    17. Bastos, Paulo & Monteiro, Natália P. & Straume, Odd Rune, 2018. "Foreign acquisition and internal organization," Journal of International Economics, Elsevier, vol. 114(C), pages 143-163.
    18. Kiyoyasu TANAKA, 2025. "Synergy or Anergy? Foreign acquisition and firm productivity in Japan," Discussion papers 25085, Research Institute of Economy, Trade and Industry (RIETI).
    19. Beata S. Javorcik, 2015. "Does FDI Bring Good Jobs to Host Countries?," The World Bank Research Observer, World Bank, vol. 30(1), pages 74-94.
    20. Matteo G. Richiardi & Luis Valenzuela, 2024. "Firm heterogeneity and the aggregate labour share," LABOUR, CEIS, vol. 38(1), pages 66-101, March.
    21. Philipp Harms & Pierre-Guillaume Méon, 2013. "The Growth Effects of Greenfield Investment and Mergers and Acquisitions: Econometric Investigation and Implication for MENA Countries," Working Papers 794, Economic Research Forum, revised Nov 2013.
    22. Genthner, Robert & Kis-Katos, Krisztina, 2022. "Foreign investment regulation and firm productivity: Granular evidence from Indonesia," Journal of Comparative Economics, Elsevier, vol. 50(3), pages 668-687.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • F66 - International Economics - - Economic Impacts of Globalization - - - Labor
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bdi:wptemi:td_1539_26. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/bdigvit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.