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Foreign Ownership and Skill-biased Technological Change

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  • Michael Koch

    (University of Bayreuth, Germany)

  • Marcel Smolka

    (Department of Economics and Business Economics, Aarhus University, Denmark)

Abstract

Understanding the effects of foreign direct investment and the behavior of multinational enterprises (MNEs) is a core issue in the study of international economics. We exploit within-firm variation in ownership structure induced by foreign acquisitions in Spain to provide a new angle on the relationship among foreign ownership, technology, and skills. We first develop a model in which heterogeneous firms decide endogenously about the level of technology, the share of high-skilled workers, and the level of worker training. Foreign-owned firms implement better technology than domestically owned firms due to access to foreign markets through the foreign parent. This market size effect, coupled with a technology-skill complementarity, raises the demand for high-skilled workers as well as worker training upon acquisition. The largest productivity gains predicted by the model accrue to those firms that optimally combine better technology with a larger share of high-skilled workers in production and a better trained workforce. We test these predictions on a longitudinal data set of Spanish manufacturing firms. Combining firm fixed effects with a suitable propensity score weighting estimator, we find empirical evidence that foreign-acquired firms, not only increase their technology level, but also engage in skill upgrading upon acquisition (through both hiring and training). Moreover, we show that these changes are driven by the market size effect, and not by changes in the ownership structure per se. Finally, we reveal a technology-skill complementarity in the data implying that the productivity gains associated with better technology are magnified for firms actively engaging in skill upgrading. Overall, our paper provides strong evidence for the notion that foreign MNEs "inject" skill-biased technological change into their affiliated firms.

Suggested Citation

  • Michael Koch & Marcel Smolka, 2017. "Foreign Ownership and Skill-biased Technological Change," Economics Working Papers 2017-04, Department of Economics and Business Economics, Aarhus University.
  • Handle: RePEc:aah:aarhec:2017-04
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    2. Leone, Fabrizio, 2021. "Foreign Ownership and Robot Adoption," CEPREMAP Working Papers (Docweb) 2111, CEPREMAP.
    3. Zhou, Xiaoxiao & Pan, Zixuan & Shahbaz, Muhammad & Song, Malin, 2020. "Directed technological progress driven by diversified industrial structural change," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 112-129.
    4. Marcus Roesch & Michiel Gerritse & Bas Karreman, 2024. "Careers in Multinational Enterprises Evidence on the role of option values, public involvement and stalled sites," Tinbergen Institute Discussion Papers 24-005/V, Tinbergen Institute.
    5. Dewitte, Ruben & Dumont, Michel & Merlevede, Bruno & Rayp, Glenn & Verschelde, Marijn, 2020. "Firm-Heterogeneous Biased Technological Change: A nonparametric approach under endogeneity," European Journal of Operational Research, Elsevier, vol. 283(3), pages 1172-1182.
    6. Daniel Baumgarten & Michael Irlacher & Karin Mayr‐Dorn, 2022. "Internationalization strategies of multi‐product firms: The role of technology," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(4), pages 1929-1965, November.
    7. Xiaoxiao Zhou & Ming Xia & Teng Zhang & Juntao Du, 2020. "Energy- and Environment-Biased Technological Progress Induced by Different Types of Environmental Regulations in China," Sustainability, MDPI, vol. 12(18), pages 1-26, September.
    8. Akin A. Cilekoglu, 2023. ""Export Destination and Firm Upgrading: Evidence from Spain"," IREA Working Papers 202306, University of Barcelona, Research Institute of Applied Economics, revised May 2023.
    9. Fabrizio Leone, 2023. "Multinationals, robots and the labor share," CEP Discussion Papers dp1900, Centre for Economic Performance, LSE.
    10. Frey, Rainer & Goldbach, Stefan, 2021. "Benefits of internationalisation for acquirers and targets - But unevenly distributed," Discussion Papers 33/2021, Deutsche Bundesbank.
    11. Bhattacharya, Mita & Okafor, Luke Emeka & Pradeep, V., 2021. "International firm activities, R&D, and productivity: Evidence from Indian manufacturing firms," Economic Modelling, Elsevier, vol. 97(C), pages 1-13.
    12. Akin A. Cilekoglu, 2023. "“Export Destination and Firm Upgrading: Evidence from Spain”," AQR Working Papers 202303, University of Barcelona, Regional Quantitative Analysis Group, revised May 2023.
    13. Peter Eppinger & Hong Ma, 2023. "Optimal Ownership and Firm Performance: An Analysis of China’s FDI Liberalization," CESifo Working Paper Series 10551, CESifo.
    14. Maria Garcia-Vega & Apoorva Gupta & Richard Kneller, 2023. "Is acquisition-FDI during an economic crisis detrimental for domestic innovation?," Discussion Papers 2023-03, University of Nottingham, GEP.
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    More about this item

    Keywords

    Multinational Enterprises; Mergers and Acquisitions; Skill-biased Technological Change; Worker Training Productivity;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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