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Foreign ownership and skill-biased technological change

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  • Koch, Michael
  • Smolka, Marcel

Abstract

We conduct an empirical investigation into the effects of foreign ownership on worker skills using firm-level data from Spain. To control for endogeneity bias due to selection into foreign ownership, we combine a difference-in-differences approach with a propensity score weighting estimator. Our results provide novel evidence that foreign-acquired firms actively raise the skills of their workforce in response to the acquisition by hiring high-skilled workers and providing worker training. To pin down the mechanism, we exploit unique information on whether firms use their foreign parent in exporting to foreign markets. Our results suggest a fundamental role for market access through the foreign parent in explaining skill upgrading in foreign-acquired firms. We reveal substantial productivity gains within foreign-acquired firms and we show that these gains derive from a concurrent effort to raise worker skills and adopt more advanced technology, suggesting a skill bias in technological innovations. We develop a simple theoretical model of foreign ownership featuring technology-skill complementarities in production that can rationalize our findings.

Suggested Citation

  • Koch, Michael & Smolka, Marcel, 2019. "Foreign ownership and skill-biased technological change," Journal of International Economics, Elsevier, vol. 118(C), pages 84-104.
  • Handle: RePEc:eee:inecon:v:118:y:2019:i:c:p:84-104
    DOI: 10.1016/j.jinteco.2019.01.017
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    Cited by:

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    2. 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.
    3. Leone, Fabrizio, 2021. "Foreign Ownership and Robot Adoption," CEPREMAP Working Papers (Docweb) 2111, CEPREMAP.
    4. Peter Eppinger & Hong Ma, 2023. "Optimal Ownership and Firm Performance: An Analysis of China’s FDI Liberalization," CESifo Working Paper Series 10551, CESifo.
    5. Li, Zhen & Wu, Baijun & Wang, Danyang & Tang, Maogang, 2022. "Government mandatory energy-biased technological progress and enterprises' environmental performance: Evidence from a quasi-natural experiment of cleaner production standards in China," Energy Policy, Elsevier, vol. 162(C).
    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. Eppinger, Peter & Smolka, Marcel, 2015. "Firm Exports, Foreign Ownership, and the Global Financial Crisis," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113039, Verein für Socialpolitik / German Economic Association.
    8. 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).
    9. Fabrizio Leone, 2022. "Multinationals, Robots, and the Labor Share," Working Papers ECARES 2022-17, ULB -- Universite Libre de Bruxelles.
    10. 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.
    11. 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.
    12. Frey, Rainer & Goldbach, Stefan, 2021. "Benefits of internationalisation for acquirers and targets - But unevenly distributed," Discussion Papers 33/2021, Deutsche Bundesbank.
    13. 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.
    14. 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.

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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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