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The impact of robot adoption on firm’s OFDI: Evidence from China

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  • Ma, Shuzhong
  • Wu, Peng
  • Fang, Chao

Abstract

Increased robot adoption is expected to affect existing global production organizations and prompt reshoring. We analyze the impact of robot adoption on Chinese firms’ outward foreign direct investment (OFDI) to ascertain trends in industry migration. Robust difference-in-differences (DID) estimates from the three datasets show a positive effect of robot adoption on the different motives for OFDI. This impact was driven by production expansion, with robot adoption raising firms’ demand for factors, increasing productivity, and expanding exports. This positive effect is stronger for knowledge-seeking and export-seeking OFDI, particularly for upstream firms. These findings suggest that reshoring may not occur, as predicted in the literature.

Suggested Citation

  • Ma, Shuzhong & Wu, Peng & Fang, Chao, 2025. "The impact of robot adoption on firm’s OFDI: Evidence from China," Journal of Asian Economics, Elsevier, vol. 97(C).
  • Handle: RePEc:eee:asieco:v:97:y:2025:i:c:s1049007825000259
    DOI: 10.1016/j.asieco.2025.101901
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    1. Wilbur Chung & Juan Alcácer, 2002. "Knowledge Seeking and Location Choice of Foreign Direct Investment in the United States," Management Science, INFORMS, vol. 48(12), pages 1534-1554, December.
    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. Conconi, Paola & Sapir, André & Zanardi, Maurizio, 2016. "The internationalization process of firms: From exports to FDI," Journal of International Economics, Elsevier, vol. 99(C), pages 16-30.
    4. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    5. Ronald E. Miller & Umed Temurshoev, 2017. "Output Upstreamness and Input Downstreamness of Industries/Countries in World Production," International Regional Science Review, , vol. 40(5), pages 443-475, September.
    6. Daron Acemoglu & Pascual Restrepo, 2020. "The wrong kind of AI? Artificial intelligence and the future of labour demand," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 25-35.
    7. Jun Xia & Xufei Ma & Jane W. Lu & Daphne W. Yiu, 2014. "Outward foreign direct investment by emerging market firms: A resource dependence logic," Strategic Management Journal, Wiley Blackwell, vol. 35(9), pages 1343-1363, September.
    8. Li, Jing & Xia, Jun & Shapiro, Daniel & Lin, Zhouyu, 2018. "Institutional compatibility and the internationalization of Chinese SOEs: The moderating role of home subnational institutions," Journal of World Business, Elsevier, vol. 53(5), pages 641-652.
    9. Mike W Peng & Denis Y L Wang & Yi Jiang, 2008. "An institution-based view of international business strategy: a focus on emerging economies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(5), pages 920-936, July.
    10. Chen, Yvonne Jie & Li, Pei & Lu, Yi, 2018. "Career concerns and multitasking local bureaucrats: Evidence of a target-based performance evaluation system in China," Journal of Development Economics, Elsevier, vol. 133(C), pages 84-101.
    11. Walter Kuemmerle, 1999. "The Drivers of Foreign Direct Investment into Research and Development: An Empirical Investigation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 30(1), pages 1-24, March.
    12. Jens M. Arnold & Katrin Hussinger, 2010. "Exports versus FDI in German Manufacturing: Firm Performance and Participation in International Markets," Review of International Economics, Wiley Blackwell, vol. 18(4), pages 595-606, September.
    13. Laurent Frésard & Ulrich Hege & Gordon Phillips, 2017. "Extending Industry Specialization through Cross-Border Acquisitions," The Review of Financial Studies, Society for Financial Studies, vol. 30(5), pages 1539-1582.
    14. Isil Erel & Rose C. Liao & Michael S. Weisbach, 2012. "Determinants of Cross‐Border Mergers and Acquisitions," Journal of Finance, American Finance Association, vol. 67(3), pages 1045-1082, June.
    15. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian, 2005. "Does financial liberalization spur growth?," Journal of Financial Economics, Elsevier, vol. 77(1), pages 3-55, July.
    16. Miguel A. Ferreira & Massimo Massa & Pedro Matos, 2010. "Shareholders at the Gate? Institutional Investors and Cross-Border Mergers and Acquisitions," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 601-644, February.
    17. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    18. Faber, Marius, 2020. "Robots and reshoring: Evidence from Mexican labor markets," Journal of International Economics, Elsevier, vol. 127(C).
    19. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    20. Luo, Yadong & Zhang, Huan, 2016. "Emerging Market MNEs: Qualitative Review and Theoretical Directions," Journal of International Management, Elsevier, vol. 22(4), pages 333-350.
    21. Erdal Yalcin & Davide Sala, 2014. "Uncertain Productivity Growth and the Choice between FDI and Export," Review of International Economics, Wiley Blackwell, vol. 22(1), pages 189-208, February.
    22. Hallward-Driemeier,Mary C. & Nayyar,Gaurav, 2019. "Have Robots Grounded the Flying Geese? : Evidence from Greenfield FDI in Manufacturing," Policy Research Working Paper Series 9097, The World Bank.
    23. John H Dunning, 1988. "The Eclectic Paradigm of International Production: A Restatement and Some Possible Extensions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(1), pages 1-31, March.
    24. Ahern, Kenneth R. & Daminelli, Daniele & Fracassi, Cesare, 2015. "Lost in translation? The effect of cultural values on mergers around the world," Journal of Financial Economics, Elsevier, vol. 117(1), pages 165-189.
    25. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    26. Ahmad, Muhammad Farooq & Lambert, Thomas, 2019. "Collective bargaining and mergers and acquisitions activity around the world," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 21-44.
    27. Yadong Luo & Rosalie L Tung, 2007. "International expansion of emerging market enterprises: A springboard perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 481-498, July.
    28. Zhenzhen Xie & Jiatao Li, 2018. "Exporting and innovating among emerging market firms: The moderating role of institutional development," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(2), pages 222-245, February.
    29. Gaur, Ajai S. & Kumar, Vikas & Singh, Deeksha, 2014. "Institutions, resources, and internationalization of emerging economy firms," Journal of World Business, Elsevier, vol. 49(1), pages 12-20.
    30. James G. MacKinnon & Matthew D. Webb, 2017. "Wild Bootstrap Inference for Wildly Different Cluster Sizes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(2), pages 233-254, March.
    31. Lilach Nachum & Srilata Zaheer, 2005. "The persistence of distance? The impact of technology on MNE motivations for foreign investment," Strategic Management Journal, Wiley Blackwell, vol. 26(8), pages 747-767, August.
    32. Michael A Witt & Arie Y Lewin, 2007. "Outward foreign direct investment as escape response to home country institutional constraints," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(4), pages 579-594, July.
    33. Efraim Benmelech & Michal Zator, 2022. "Robots and Firm Investment," NBER Working Papers 29676, National Bureau of Economic Research, Inc.
    34. Weilei (Stone) Shi & Sunny Li Sun & Daying Yan & Zhu Zhu, 2017. "Institutional fragility and outward foreign direct investment from China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 48(4), pages 452-476, May.
    35. Huang, Keqi & Liu, Qiren & Tang, Chengjian, 2023. "Which firms benefit from robot adoption? Evidence from China," Journal of Asian Economics, Elsevier, vol. 86(C).
    36. Yeaple, Stephen Ross, 2009. "Firm heterogeneity and the structure of U.S. multinational activity," Journal of International Economics, Elsevier, vol. 78(2), pages 206-215, July.
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