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Trade networks and firm value: Evidence from the U.S.-China trade war

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  • Huang, Yi
  • Lin, Chen
  • Liu, Sibo
  • Tang, Heiwai

Abstract

We study the financial implications of the 2018–2019 U.S.-China trade war for global supply chains. Around the dates when higher tariffs are announced, U.S. firms that depend more on exports to and imports from China experience larger declines in market value, with the negative effect spilling over to the affected firms' suppliers and customers through production networks. The trade war effect is mainly concentrated among U.S. firms that sell to Chinese customers with low R&D intensity or outsource to Chinese differentiated input suppliers. We also exploit the within-firm variation in tariff exposure according to the detailed product lists and conduct a reverse experiment based on the 2019 trade talks. To explain the findings, we propose a theoretical model that highlights how complex trade structures shape shareholder wealth.

Suggested Citation

  • Huang, Yi & Lin, Chen & Liu, Sibo & Tang, Heiwai, 2023. "Trade networks and firm value: Evidence from the U.S.-China trade war," Journal of International Economics, Elsevier, vol. 145(C).
    • Handle: RePEc:eee:inecon:v:145:y:2023:i:c:s0022199623000971
    DOI: 10.1016/j.jinteco.2023.103811
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    1. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    2. Sergey Mityakov & Heiwai Tang & Kevin K. Tsui, 2013. "International Politics and Import Diversification," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 1091-1121.
    3. David H. Autor & David Dorn & Gordon H. Hanson, 2016. "The China Shock: Learning from Labor-Market Adjustment to Large Changes in Trade," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 205-240, October.
    4. Crowley, Meredith A. & Meng, Ning & Song, Huasheng, 2019. "Policy shocks and stock market returns: Evidence from Chinese solar panels," Journal of the Japanese and International Economies, Elsevier, vol. 51(C), pages 148-169.
    5. Kurov, Alexander & Wolfe, Marketa Halova & Gilbert, Thomas, 2021. "The disappearing pre-FOMC announcement drift," Finance Research Letters, Elsevier, vol. 40(C).
    6. Henry S Farber & Daniel Herbst & Ilyana Kuziemko & Suresh Naidu, 2021. "Unions and Inequality over the Twentieth Century: New Evidence from Survey Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1325-1385.
    7. David O. Lucca & Emanuel Moench, 2015. "The Pre-FOMC Announcement Drift," Journal of Finance, American Finance Association, vol. 70(1), pages 329-371, February.
    8. Acemoglu, Daron & Johnson, Simon & Kermani, Amir & Kwak, James & Mitton, Todd, 2016. "The value of connections in turbulent times: Evidence from the United States," Journal of Financial Economics, Elsevier, vol. 121(2), pages 368-391.
    9. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    10. Johan Hombert & Adrien Matray, 2018. "Can Innovation Help U.S. Manufacturing Firms Escape Import Competition from China?," Journal of Finance, American Finance Association, vol. 73(5), pages 2003-2039, October.
    11. Laura Alfaro & Pol Antràs & Davin Chor & Paola Conconi, 2019. "Internalizing Global Value Chains: A Firm-Level Analysis," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 508-559.
    12. Vasco Carvalho & Xavier Gabaix, 2013. "The Great Diversification and Its Undoing," American Economic Review, American Economic Association, vol. 103(5), pages 1697-1727, August.
    13. Emmanuel Dhyne & Ayumu Ken Kikkawa & Magne Mogstad & Felix Tintelnot, 2021. "Trade and Domestic Production Networks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(2), pages 643-668.
    14. Raymond Fisman & Peter Moustakerski & Shang-Jin Wei, 2008. "Outsourcing Tariff Evasion: A New Explanation for Entrepôt Trade," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 587-592, August.
    15. Alberto Cavallo & Gita Gopinath & Brent Neiman & Jenny Tang, 2021. "Tariff Pass-Through at the Border and at the Store: Evidence from US Trade Policy," American Economic Review: Insights, American Economic Association, vol. 3(1), pages 19-34, March.
    16. Geert Bekaert & Campbell R. Harvey & Andrea Kiguel & Xiaozheng Wang, 2016. "Globalization and Asset Returns," Annual Review of Financial Economics, Annual Reviews, vol. 8(1), pages 221-288, October.
    17. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    18. Kyle Handley & Fariha Kamal & Ryan Monarch, 2020. "Rising Import Tariffs, Falling Export Growth: When Modern Supply Chains Meet Old-Style Protectionism," NBER Working Papers 26611, National Bureau of Economic Research, Inc.
    19. Grossman, Gene M & Levinsohn, James A, 1989. "Import Competition and the Stock Market Return to Capital," American Economic Review, American Economic Association, vol. 79(5), pages 1065-1087, December.
    20. Joel F. Houston & Chen Lin & Zhongyan Zhu, 2016. "The Financial Implications of Supply Chain Changes," Management Science, INFORMS, vol. 62(9), pages 2520-2542, September.
    21. Kyle Handley & Fariha Kamal & Ryan Monarch, 2020. "Rising Import Tariffs, Falling Export Growth: When Modern Supply Chains Meet Old-Style Protectionism," NBER Working Papers 26611, National Bureau of Economic Research, Inc.
    22. Redding, Stephen & Amiti, Mary & Weinstein, David, 2019. "The impact of the 2018 trade war on U.S. prices and welfare," LSE Research Online Documents on Economics 102619, London School of Economics and Political Science, LSE Library.
    23. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    24. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    25. Jean‐Noël Barrot & Erik Loualiche & Julien Sauvagnat, 2019. "The Globalization Risk Premium," Journal of Finance, American Finance Association, vol. 74(5), pages 2391-2439, October.
    26. Chris Edmond & Virgiliu Midrigan & Daniel Yi Xu, 2015. "Competition, Markups, and the Gains from International Trade," American Economic Review, American Economic Association, vol. 105(10), pages 3183-3221, October.
    27. Ismailescu, Iuliana & Kazemi, Hossein, 2010. "The reaction of emerging market credit default swap spreads to sovereign credit rating changes," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2861-2873, December.
    28. Pol Antràs & Alonso de Gortari, 2020. "On the Geography of Global Value Chains," Econometrica, Econometric Society, vol. 88(4), pages 1553-1598, July.
    29. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    30. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    31. Michael Weber & Ali Ozdagli, 2016. "Monetary Policy Through Production Networks: Evidence from the Stock Market," 2016 Meeting Papers 148, Society for Economic Dynamics.
    32. Anna Cieslak & Adair Morse & Annette Vissing‐Jorgensen, 2019. "Stock Returns over the FOMC Cycle," Journal of Finance, American Finance Association, vol. 74(5), pages 2201-2248, October.
    33. Justin R. Pierce & Peter K. Schott, 2016. "The Surprisingly Swift Decline of US Manufacturing Employment," American Economic Review, American Economic Association, vol. 106(7), pages 1632-1662, July.
    34. Chor, Davin & Manova, Kalina, 2012. "Off the cliff and back? Credit conditions and international trade during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 117-133.
    35. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2018. "The Micro Origins of International Business-Cycle Comovement," American Economic Review, American Economic Association, vol. 108(1), pages 82-108, January.
    36. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    37. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1255-1321.
    38. Richard Baldwin, 2011. "Trade And Industrialisation After Globalisation's 2nd Unbundling: How Building And Joining A Supply Chain Are Different And Why It Matters," NBER Working Papers 17716, National Bureau of Economic Research, Inc.
    39. Yukiko Saito & Makoto Nirei & Vasco Carvalho, 2014. "Supply Chain Disruptions: Evidence from Great East Japan Earthquake," 2014 Meeting Papers 595, Society for Economic Dynamics.
    40. Crowley, Meredith & Meng, Ning & Song, Huasheng, 2018. "Tariff scares: Trade policy uncertainty and foreign market entry by Chinese firms," Journal of International Economics, Elsevier, vol. 114(C), pages 96-115.
    41. Lin, Shu & Ye, Haichun, 2018. "The international credit channel of U.S. monetary policy transmission to developing countries: Evidence from trade data," Journal of Development Economics, Elsevier, vol. 133(C), pages 33-41.
    42. Pasten, Ernesto & Schoenle, Raphael & Weber, Michael, 2020. "The propagation of monetary policy shocks in a heterogeneous production economy," Journal of Monetary Economics, Elsevier, vol. 116(C), pages 1-22.
    43. Valta, Philip, 2012. "Competition and the cost of debt," Journal of Financial Economics, Elsevier, vol. 105(3), pages 661-682.
    44. Pablo D. Fajgelbaum & Amit K. Khandelwal, 2016. "Measuring the Unequal Gains from Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1113-1180.
    45. Amiti, Mary & Kong, Sang Hoon & Weinstein, David, 2021. "Trade Protection, Stock-Market Returns, and Welfare," CEPR Discussion Papers 16093, C.E.P.R. Discussion Papers.
    46. Ulrike Malmendier & Enrico Moretti & Florian S Peters, 2018. "Winning by Losing: Evidence on the Long-run Effects of Mergers," The Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 3212-3264.
    47. Lorenzo Caliendo & Maximiliano Dvorkin & Fernando Parro, 2019. "Trade and Labor Market Dynamics: General Equilibrium Analysis of the China Trade Shock," Econometrica, Econometric Society, vol. 87(3), pages 741-835, May.
    48. Daron Acemoglu & Ufuk Akcigit & William Kerr, 2016. "Networks and the Macroeconomy: An Empirical Exploration," NBER Macroeconomics Annual, University of Chicago Press, vol. 30(1), pages 273-335.
    49. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    50. Pinelopi K. Goldberg & Nina Pavcnik, 2016. "The Effects of Trade Policy," NBER Working Papers 21957, National Bureau of Economic Research, Inc.
    51. Michael Weber & Ali Ozdagli, 2016. "Monetary Policy Through Production Networks: Evidence from the Stock Market," 2016 Meeting Papers 148, Society for Economic Dynamics.
    52. Manova, Kalina, 2008. "Credit constraints, equity market liberalizations and international trade," Journal of International Economics, Elsevier, vol. 76(1), pages 33-47, September.
    53. Peter K. Schott, 2008. "The relative sophistication of Chinese exports [‘Manufacturing Earnings and Compensation in China’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(53), pages 6-49.
    54. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 0. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1255-1321.
    55. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    56. Pablo D Fajgelbaum & Pinelopi K Goldberg & Patrick J Kennedy & Amit K Khandelwal, 2020. "The Return to Protectionism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 1-55.
    57. Amit K. Khandelwal & Pablo D. Fajgelbaum, 2022. "The Economic Impacts of the US–China Trade War," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 205-228, August.
    58. Andrew B. Bernard & Andreas Moxnes & Yukiko U. Saito, 2019. "Production Networks, Geography, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 639-688.
    59. Xavier Giroud & Joshua Rauh, 2019. "State Taxation and the Reallocation of Business Activity: Evidence from Establishment-Level Data," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1262-1316.
    60. Mary Amiti & Sang Hoon Kong & David Weinstein, 2020. "The Effect of the U.S.-China Trade War on U.S. Investment," NBER Working Papers 27114, National Bureau of Economic Research, Inc.
    61. Raymond Fisman & Yasushi Hamao & Yongxiang Wang, 2014. "Nationalism and Economic Exchange: Evidence from Shocks to Sino-Japanese Relations," The Review of Financial Studies, Society for Financial Studies, vol. 27(9), pages 2626-2660.
    62. Gerard Hoberg & Gordon Phillips, 2016. "Text-Based Network Industries and Endogenous Product Differentiation," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1423-1465.
    63. Shu Lin & Haichun Ye, 2018. "Foreign Direct Investment, Trade Credit, and Transmission of Global Liquidity Shocks: Evidence from Chinese Manufacturing Firms," The Review of Financial Studies, Society for Financial Studies, vol. 31(1), pages 206-238.
    64. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    65. Raymond Fisman & Shang-Jin Wei, 2004. "Tax Rates and Tax Evasion: Evidence from "Missing Imports" in China," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 471-500, April.
    66. Hertzel, Michael G. & Li, Zhi & Officer, Micah S. & Rodgers, Kimberly J., 2008. "Inter-firm linkages and the wealth effects of financial distress along the supply chain," Journal of Financial Economics, Elsevier, vol. 87(2), pages 374-387, February.
    67. Ezra Oberfield, 2018. "A Theory of Input–Output Architecture," Econometrica, Econometric Society, vol. 86(2), pages 559-589, March.
    68. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    69. Schwert, G William, 1981. "Using Financial Data to Measure Effects of Regulation," Journal of Law and Economics, University of Chicago Press, vol. 24(1), pages 121-158, April.
    70. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2011. "Multiproduct Firms and Trade Liberalization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1271-1318.
    71. Xavier Giroud, 2013. "Proximity and Investment: Evidence from Plant-Level Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 861-915.
    72. Kevin Lim, 2017. "Firm-to-firm Trade in Sticky Production Networks," 2017 Meeting Papers 280, Society for Economic Dynamics.
    73. Wagner, Alexander F. & Zeckhauser, Richard J. & Ziegler, Alexandre, 2018. "Company stock price reactions to the 2016 election shock: Trump, taxes, and trade," Journal of Financial Economics, Elsevier, vol. 130(2), pages 428-451.
    74. Claessens, Stijn & Tong, Hui & Wei, Shang-Jin, 2012. "From the financial crisis to the real economy: Using firm-level data to identify transmission channels," Journal of International Economics, Elsevier, vol. 88(2), pages 375-387.
    75. Bianconi, Marcelo & Esposito, Federico & Sammon, Marco, 2021. "Trade policy uncertainty and stock returns," Journal of International Money and Finance, Elsevier, vol. 119(C).
    76. Greenland, Andrew & Ion, Mihai & Lopresti, John & Schott, Peter K., 2024. "Using equity market reactions to infer exposure to trade liberalization," Journal of International Economics, Elsevier, vol. 152(C).
    77. Yuriy Gorodnichenko & Michael Weber, 2016. "Are Sticky Prices Costly? Evidence from the Stock Market," American Economic Review, American Economic Association, vol. 106(1), pages 165-199, January.
    78. Zhi Da & Joseph Engelberg & Pengjie Gao, 2011. "In Search of Attention," Journal of Finance, American Finance Association, vol. 66(5), pages 1461-1499, October.
    79. Ana Cecília Fieler & Marcela Eslava & Daniel Yi Xu, 2018. "Trade, Quality Upgrading, and Input Linkages: Theory and Evidence from Colombia," American Economic Review, American Economic Association, vol. 108(1), pages 109-146, January.
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    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy

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