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Firm‐level characteristics and the impact of COVID‐19: Examining the effects of foreign ownership and international trade

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  • Jacob A. Jordaan

Abstract

Using a large multi‐country firm‐level data set from the World Bank Enterprise Survey, we examine whether multinational corporations (MNCs) differ from domestic firms in the prevalence and size of the impact of COVID‐19 on sales. Our findings reveal significant differences between MNCs and domestic firms, especially when accounting for the interplay between foreign ownership and international trade. Exporting MNCs are significantly less likely to experience a negative sales impact; this finding is robust to controlling for firm characteristics including size, age and productivity and the use of a propensity score reweighting approach based on the likelihood that a firm was foreign owned prior to the onset of the pandemic. Regarding the impact of the pandemic on the level of sales decrease, trading MNCs experience a significantly smaller negative impact. However, MNCs with joint high levels of imports and exports sustain a larger negative effect. MNCs operating in countries and sectors characterised by a high degree of participation in international production networks are less affected by the pandemic. When controlling for the interaction between MNCs and international trade, we also find a direct positive effect of foreign ownership on the size of sales decrease, representing a liability of foreignness effect.

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  • Jacob A. Jordaan, 2023. "Firm‐level characteristics and the impact of COVID‐19: Examining the effects of foreign ownership and international trade," The World Economy, Wiley Blackwell, vol. 46(7), pages 1967-1998, July.
  • Handle: RePEc:bla:worlde:v:46:y:2023:i:7:p:1967-1998
    DOI: 10.1111/twec.13392
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    as
    1. Steven Brakman & Harry Garretsen & Arjen Witteloostuijn, 2021. "Robots do not get the coronavirus: The COVID-19 pandemic and the international division of labor," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(6), pages 1215-1224, August.
    2. Dominik Boddin & Horst Raff & Natalia Trofimenko, 2017. "Foreign ownership and the export and import propensities of developing-country firms," The World Economy, Wiley Blackwell, vol. 40(12), pages 2543-2563, December.
    3. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    4. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    5. Robert W. Fairlie, 2020. "The Impact of Covid-19 on Small Business Owners: The First Three Months after Social-Distancing Restrictions," CESifo Working Paper Series 8581, CESifo.
    6. 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.
    7. Belderbos, René & Du, Helen S. & Slangen, Arjen, 2020. "When do firms choose global cities as foreign investment locations within countries? The roles of contextual distance, knowledge intensity, and target-country experience," Journal of World Business, Elsevier, vol. 55(1).
    8. Guerrero-Amezaga, Maria Elena & Humphries, John Eric & Neilson, Christopher A. & Shimberg, Naomi & Ulyssea, Gabriel, 2022. "Small firms and the pandemic: Evidence from Latin America," Journal of Development Economics, Elsevier, vol. 155(C).
    9. John H. Dunning & Sarianna M. Lundan, 2008. "Multinational Enterprises and the Global Economy, Second Edition," Books, Edward Elgar Publishing, number 3215.
    10. 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.
    11. 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.
    12. Joachim Wagner & John P. Weche Gelübcke, 2016. "Risk or Resilience? The Role of Trade Integration and Foreign Ownership for the Survival of German Enterprises during the Crisis 2008–2010," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 11, pages 369-397, World Scientific Publishing Co. Pte. Ltd..
    13. Matias Busso & John DiNardo & Justin McCrary, 2014. "New Evidence on the Finite Sample Properties of Propensity Score Reweighting and Matching Estimators," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 885-897, December.
    14. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    15. Mihir A. Desai & C. Fritz Foley & Kristin J. Forbes, 2008. "Financial Constraints and Growth: Multinational and Local Firm Responses to Currency Depreciations," Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2857-2888, November.
    16. Kroszner, Randall S. & Laeven, Luc & Klingebiel, Daniela, 2007. "Banking crises, financial dependence, and growth," Journal of Financial Economics, Elsevier, vol. 84(1), pages 187-228, April.
    17. Hennart, Jean-François & Roehl, Thomas & Zeng, Ming, 2002. "Do exits proxy a liability of foreignness?: The case of Japanese exits from the US," Journal of International Management, Elsevier, vol. 8(3), pages 241-264.
    18. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    19. Bonadio, Barthélémy & Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2021. "Global supply chains in the pandemic," Journal of International Economics, Elsevier, vol. 133(C).
    20. Bruno Casella & Richard Bolwijn & Daniel Moran & Keiichiro Kanemoto, . "Improving the analysis of global value chains: the UNCTAD-Eora Database," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    21. Robert Fairlie, 2020. "The impact of COVID‐19 on small business owners: Evidence from the first three months after widespread social‐distancing restrictions," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(4), pages 727-740, October.
    22. Sourafel Girma & Holger Görg, 2016. "Multinationals’ Productivity Advantage: Scale Or Technology?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 1, pages 3-15, World Scientific Publishing Co. Pte. Ltd..
    23. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    24. Holger Görg & Eric Strobl, 2016. "‘Footloose’ Multinationals?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 6, pages 95-113, World Scientific Publishing Co. Pte. Ltd..
    25. José Mata & Ernesto Freitas, 2012. "Foreignness and exit over the life cycle of firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 43(7), pages 615-630, September.
    26. Dikova, Desislava & Smeets, Roger & Garretsen, Harry & Van Ees, Hans, 2013. "Immediate responses to financial crises: A focus on US MNE subsidiaries," International Business Review, Elsevier, vol. 22(1), pages 202-215.
    27. Mihir A. Desai & C. Fritz Foley & James R. Hines, 2004. "A Multinational Perspective on Capital Structure Choice and Internal Capital Markets," Journal of Finance, American Finance Association, vol. 59(6), pages 2451-2487, December.
    28. Blalock, Garrick & Gertler, Paul J. & Levine, David I., 2008. "Financial constraints on investment in an emerging market crisis," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 568-591, April.
    29. 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.
    30. Alviarez, Vanessa & Cravino, Javier & Levchenko, Andrei A., 2017. "The growth of multinational firms in the Great Recession," Journal of Monetary Economics, Elsevier, vol. 85(C), pages 50-64.
    31. World Bank, 2021. "Global Economic Prospects, June 2021," World Bank Publications - Books, The World Bank Group, number 35647, December.
    32. John Asker & Allan Collard-Wexler & Jan De Loecker, 2014. "Dynamic Inputs and Resource (Mis)Allocation," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 1013-1063.
    33. Alexander W. Bartik & Marianne Bertrand & Zoë B. Cullen & Edward L. Glaeser & Michael Luca & Christopher T. Stanton, 2020. "How Are Small Businesses Adjusting to COVID-19? Early Evidence from a Survey," NBER Working Papers 26989, National Bureau of Economic Research, Inc.
    34. Christine Zhenwei Qiang & Yan Liu & Victor Steenbergen, 2021. "An Investment Perspective on Global Value Chains," World Bank Publications - Books, The World Bank Group, number 35526, December.
    35. Laura Alfaro & Maggie Xiaoyang Chen, 2012. "Surviving the Global Financial Crisis: Foreign Ownership and Establishment Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 4(3), pages 30-55, August.
    36. Adalgiso Amendola & Anna Maria Ferragina & Rosanna Pittiglio & Filippo Reganati, 2012. "Are exporters and multinational firms more resilient over a crisis? First evidence for manufacturing enterprises in Italy," Economics Bulletin, AccessEcon, vol. 32(3), pages 1914-1926.
    37. Murad A Mithani, 2017. "Liability of foreignness, natural disasters, and corporate philanthropy," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 48(8), pages 941-963, October.
    38. Hennart, J.M.A. & Roehl, T. & Zeng, M., 2002. "Do exits proxy for a liability of foreigners? The case of Japanese exits from the United States," Other publications TiSEM 46372cd5-f8f0-4dcd-a270-d, Tilburg University, School of Economics and Management.
    39. World Bank, 2021. "Global Economic Prospects, January 2021," World Bank Publications - Books, The World Bank Group, number 34710, December.
    40. Olivier Godart & Holger Görg & Aoife Hanley, 2012. "Surviving the Crisis: Foreign Multinationals versus Domestic Firms," The World Economy, Wiley Blackwell, vol. 35(10), pages 1305-1321, October.
    41. Srilata Zaheer & Elaine Mosakowski, 1997. "The Dynamics Of The Liability Of Foreignness: A Global Study Of Survival In Financial Services," Strategic Management Journal, Wiley Blackwell, vol. 18(6), pages 439-463, June.
    42. 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.
    43. Varum, Celeste & Rocha, Vera Catarina & Valente da Silva, Hélder, 2014. "Economic slowdowns, hazard rates and foreign ownership," International Business Review, Elsevier, vol. 23(4), pages 761-773.
    44. Calhoun, Mikelle A., 2002. "Unpacking liability of foreignness: identifying culturally driven external and internal sources of liability for the foreign subsidiary," Journal of International Management, Elsevier, vol. 8(3), pages 301-321.
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