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Multinationals, Robots, and the Labor Share

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  • Fabrizio Leone

Abstract

Using a panel of Spanish manufacturing firms covering the 1990-2017 period, I show that firms acquired by multinational enterprises start investing in industrial robots, which leads to a reduction of the labor share at the firm and industry levels. The results are explained by a model of robot adoption and are robust to accounting for selection into multinational ownership. The estimates imply that, without multinationals and robots, the manufacturing labor share would be at its level of two decades ago. These findings shed new light on how globalization and technological change jointly shape the decline in the labor share.

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  • Fabrizio Leone, 2024. "Multinationals, Robots, and the Labor Share," Working Papers ECARES 2022-17, ULB -- Universite Libre de Bruxelles.
    • Handle: RePEc:eca:wpaper:2013/344246
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    1. Bircan, Çağatay, 2019. "Ownership Structure and Productivity of Multinationals," Journal of International Economics, Elsevier, vol. 116(C), pages 125-143.
    2. Ann Harrison, 2007. "Globalization and Poverty," NBER Books, National Bureau of Economic Research, Inc, number harr06-1, June.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    5. 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.
    6. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    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. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    9. Philippe Aghion & Antonin Bergeaud & Timo Boppart & Peter J Klenow & Huiyu Li, 2023. "A Theory of Falling Growth and Rising Rents," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 2675-2702.
    10. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    11. 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.
    12. Rachel Griffith, 1999. "Using the ARD establishment level data to look at foreign ownership and productivity in the UK," IFS Working Papers W99/06, Institute for Fiscal Studies.
    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. 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.
    15. Jan De Loecker, 2013. "Detecting Learning by Exporting," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 1-21, August.
    16. David Hémous & Morten Olsen, 2022. "The Rise of the Machines: Automation, Horizontal Innovation, and Income Inequality," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(1), pages 179-223, January.
    17. 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.
    18. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    19. 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.
    20. repec:hal:spmain:info:hdl:2441/170cd4sul89ddpnfuomvfm0jc0 is not listed on IDEAS
    21. Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2020. "What Are the Labor and Product Market Effects of Automation? New Evidence from France," SciencePo Working papers Main hal-03403062, HAL.
    22. 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..
    23. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    24. Anton Korinek & Joseph E. Stiglitz, 2021. "Artificial Intelligence, Globalization, and Strategies for Economic Development," Working Papers Series inetwp146, Institute for New Economic Thinking.
    25. Ann Harrison, 2007. "Globalization and Poverty: An Introduction," NBER Chapters, in: Globalization and Poverty, pages 1-32, National Bureau of Economic Research, Inc.
    26. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    27. Daisuke ADACHI & Yukiko SAITO, 2020. "Multinational Production and Labor Share," Discussion papers 20012, Research Institute of Economy, Trade and Industry (RIETI).
    28. Almeida, Rita, 2007. "The labor market effects of foreign owned firms," Journal of International Economics, Elsevier, vol. 72(1), pages 75-96, May.
    29. Koch, Michael & Smolka, Marcel, 2019. "Foreign ownership and skill-biased technological change," Journal of International Economics, Elsevier, vol. 118(C), pages 84-104.
    30. Kalina Manova & Shang-Jin Wei & Zhiwei Zhang, 2015. "Firm Exports and Multinational Activity Under Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 574-588, July.
    31. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    32. Brian Aitken & Ann Harrison & Robert E. Lipsey, 2022. "Wages and foreign ownership A comparative study of Mexico, Venezuela, and the United States," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 4, pages 61-87, World Scientific Publishing Co. Pte. Ltd..
    33. Massimo Anelli & Italo Colantone & Piero Stanig, 2019. "We Were The Robots: Automation and Voting Behavior in Western Europe," RF Berlin - CReAM Discussion Paper Series 1917, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    34. Isaiah Andrews & Matthew Gentzkow & Jesse M. Shapiro, 2017. "Measuring the Sensitivity of Parameter Estimates to Estimation Moments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1553-1592.
    35. Ann Harrison & Margaret McMillan, 2007. "On the links between globalization and poverty," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(1), pages 123-134, April.
    36. 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.
    37. 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.
    38. Michael Elsby & Bart Hobijn & Ayseful Sahin, 2013. "The Decline of the U.S. Labor Share," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(2 (Fall)), pages 1-63.
    39. Caroline Jardet & Cristina Jude & Menzie Chinn, 2023. "Foreign direct investment under uncertainty evidence from a large panel of countries," Review of International Economics, Wiley Blackwell, vol. 31(3), pages 854-885, August.
    40. repec:iza:izawol:journl:y:2015:p:5 is not listed on IDEAS
    41. Antrà s, Pol & Yeaple, Stephen R., 2014. "Multinational Firms and the Structure of International Trade," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 55-130, Elsevier.
    42. Alonso Alfaro Urena & Isabela Manelici & Jose P. Vasquez, 2021. "The Effects of Multinationals on Workers: Evidence from Costa Rican Microdata," Working Papers 285, Princeton University, Department of Economics, Center for Economic Policy Studies..
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    48. Harrison, Ann (ed.), 2007. "Globalization and Poverty," National Bureau of Economic Research Books, University of Chicago Press, number 9780226318004, October.
    49. 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.
    50. Panon, Ludovic, 2022. "Labor share, foreign demand and superstar exporters," Journal of International Economics, Elsevier, vol. 139(C).
    51. 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.
    52. Leblebicioğlu, Asli & Weinberger, Ariel, 2021. "Openness and factor shares: Is globalization always bad for labor?," Journal of International Economics, Elsevier, vol. 128(C).
    53. Gordon H. Hanson & Raymond J. Mataloni & Matthew J. Slaughter, 2005. "Vertical Production Networks in Multinational Firms," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 664-678, November.
    54. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    55. Richard Freeman, 2015. "Who owns the robots rules the world," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-5, May.
    56. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    57. repec:hal:spmain:info:hdl:2441/3n1gbsj6rs80ipqv9d42nfd0ge is not listed on IDEAS
    58. 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.
    59. Devesh R. Raval, 2019. "The micro elasticity of substitution and non‐neutral technology," RAND Journal of Economics, RAND Corporation, vol. 50(1), pages 147-167, March.
    60. Simcha Barkai, 2020. "Declining Labor and Capital Shares," Journal of Finance, American Finance Association, vol. 75(5), pages 2421-2463, October.
    61. repec:bla:jfinan:v:59:y:2004:i:6:p:2451-2487 is not listed on IDEAS
    62. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    63. Lee G. Branstetter & Raymond Fisman & C. Fritz Foley, 2006. "Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from U. S. Firm-Level Panel Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 321-349.
    64. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    65. Shih-Fen S Chen, 2008. "The motives for international acquisitions: capability procurements, strategic considerations, and the role of ownership structures," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(3), pages 454-471, April.
    66. repec:spo:wpmain:info:hdl:2441/170cd4sul89ddpnfuomvfm0jc0 is not listed on IDEAS
    67. Richard Harris & Catherine Robinson, 2003. "Foreign Ownership and Productivity in the United Kingdom Estimates for U.K. Manufacturing Using the ARD," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 22(3), pages 207-223, May.
    68. repec:spo:wpmain:info:hdl:2441/3n1gbsj6rs80ipqv9d42nfd0ge is not listed on IDEAS
    69. Sun, Chang, 2020. "Multinational production with non-neutral technologies," Journal of International Economics, Elsevier, vol. 123(C).
    70. Katherine Stapleton & Michael Webb, 2020. "Automation, trade and multinational activity: Micro evidence from Spain," CSAE Working Paper Series 2020-16, Centre for the Study of African Economies, University of Oxford.
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    Cited by:

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    Keywords

    Foreign Ownership; Industrial Robots; Total Factor Productivity; Factor-Biased Productivity; Labor Share;
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