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Using Equity Market Reactions to Infer Exposure to Trade Liberalization

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  • Andrew N. Greenland
  • Mihai Ion
  • John W. Lopresti
  • Peter K. Schott

Abstract

We propose a method for identifying exposure to changes in trade policy based on asset prices that has several advantages over standard measures: it encompasses all avenues of exposure, it is natively firm-level, it yields estimates for both goods and service producers, and it can be used to study reductions in difficult-to-quantify non-tariff barriers in a way that controls naturally for broader macroeconomic shocks. Applying our method to two well-studied US trade liberalizations provides new insight into service sector responses to trade liberalizations as well as dramatically different responses among small versus large firms, even within narrow industries.

Suggested Citation

  • Andrew N. Greenland & Mihai Ion & John W. Lopresti & Peter K. Schott, 2020. "Using Equity Market Reactions to Infer Exposure to Trade Liberalization," NBER Working Papers 27510, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:27510
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    1. Ben S. Bernanke & Kenneth N. Kuttner, 2005. "What Explains the Stock Market's Reaction to Federal Reserve Policy?," Journal of Finance, American Finance Association, vol. 60(3), pages 1221-1257, June.
    2. Keller, Wolfgang & Olney, William W., 2021. "Globalization and executive compensation," Journal of International Economics, Elsevier, vol. 129(C).
    3. Aileen J. Thompson, 1993. "The Anticipated Sectoral Adjustment to the Canada-United States Free Trade Agreement: An Event Study Analysis," Canadian Journal of Economics, Canadian Economics Association, vol. 26(2), pages 253-271, May.
    4. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    5. Pinelopi K. Goldberg & Nina Pavcnik, 2016. "The Effects of Trade Policy," NBER Working Papers 21957, National Bureau of Economic Research, Inc.
    6. Besedes, Tibor & Kohl, Tristan & Lake, James, 2020. "Phase out tariffs, phase in trade?," Journal of International Economics, Elsevier, vol. 127(C).
    7. David Autor & David Dorn & Lawrence F Katz & Christina Patterson & John Van Reenen, 2020. "The Fall of the Labor Share and the Rise of Superstar Firms [“Automation and New Tasks: How Technology Displaces and Reinstates Labor”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 645-709.
    8. Pol Antràs & Teresa C. Fort & Felix Tintelnot, 2017. "The Margins of Global Sourcing: Theory and Evidence from US Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2514-2564, September.
    9. 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.
    10. Daniel Trefler, 2004. "The Long and Short of the Canada-U. S. Free Trade Agreement," American Economic Review, American Economic Association, vol. 94(4), pages 870-895, September.
    11. Yi Huang & Chen Lin & Sibo Liu & Heiwai Tang, 2018. "Trade Linkages and Firm Value: Evidence from the 2018 US-China “Trade War”," IHEID Working Papers 11-2018, Economics Section, The Graduate Institute of International Studies.
    12. Raymond Fisman & Eric Zitzewitz, 2019. "An Event Long-Short Index: Theory and Applications," American Economic Review: Insights, American Economic Association, vol. 1(3), pages 357-372, December.
    13. Bernard, Andrew B. & Jensen, J. Bradford & Schott, Peter K., 2006. "Survival of the best fit: Exposure to low-wage countries and the (uneven) growth of U.S. manufacturing plants," Journal of International Economics, Elsevier, vol. 68(1), pages 219-237, January.
    14. 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.
    15. Amit Khandelwal, 2010. "The Long and Short (of) Quality Ladders," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1450-1476.
    16. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2016. "Import Competition and the Great US Employment Sag of the 2000s," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 141-198.
    17. Irene Brambilla & Amit K. Khandelwal & Peter K. Schott, 2010. "China's Experience under the Multi-Fiber Arrangement (MFA) and the Agreement on Textiles and Clothing (ATC)," NBER Chapters, in: China's Growing Role in World Trade, pages 345-387, National Bureau of Economic Research, Inc.
    18. Ryan Decker & John Haltiwanger & Ron Jarmin & Javier Miranda, 2014. "The Role of Entrepreneurship in US Job Creation and Economic Dynamism," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 3-24, Summer.
    19. Ahn, JaeBin & Khandelwal, Amit K. & Wei, Shang-Jin, 2011. "The role of intermediaries in facilitating trade," Journal of International Economics, Elsevier, vol. 84(1), pages 73-85, May.
    20. 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.
    21. Moser, Christoph & Rose, Andrew K., 2014. "Who benefits from regional trade agreements? The view from the stock market," European Economic Review, Elsevier, vol. 68(C), pages 31-47.
    22. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2018. "Global Firms," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 565-619, June.
    23. Bianconi, Marcelo & Esposito, Federico & Sammon, Marco, 2021. "Trade policy uncertainty and stock returns," Journal of International Money and Finance, Elsevier, vol. 119(C).
    24. Robert C. Feenstra & Akira Sasahara, 2018. "The ‘China shock,’ exports and U.S. employment: A global input–output analysis," Review of International Economics, Wiley Blackwell, vol. 26(5), pages 1053-1083, November.
    25. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    26. John Whalley, 2003. "Liberalization in China's Key Service Sectors Following WTO Accession: Some Scenarios and Issues of Measurement," NBER Working Papers 10143, National Bureau of Economic Research, Inc.
    27. 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.
    28. David Autor & David Dorn & Gordon H. Hanson & Gary Pisano & Pian Shu, 2020. "Foreign Competition and Domestic Innovation: Evidence from US Patents," American Economic Review: Insights, American Economic Association, vol. 2(3), pages 357-374, September.
    29. Justin R. Pierce & Peter K. Schott, 2017. "Investment Responses to Trade Liberalization: Evidence from U.S. Industries and Plants," NBER Working Papers 24071, National Bureau of Economic Research, Inc.
    30. Maximiliano Dvorkin & Fernando Parro & Lorenzo Caliendo, 2015. "The Impact of Trade on Labor Market Dynamics," 2015 Meeting Papers 1532, Society for Economic Dynamics.
    31. 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.
    32. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    33. 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.
    34. Matilde Bombardini & Bingjing Li, 2016. "Trade, Pollution and Mortality in China," NBER Working Papers 22804, National Bureau of Economic Research, Inc.
    35. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    36. Feenstra, Robert C. & Ma, Hong & Xu, Yuan, 2019. "US exports and employment," Journal of International Economics, Elsevier, vol. 120(C), pages 46-58.
    37. 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.
    38. Kyle Handley & Nuno Limão, 2018. "Policy Uncertainty, Trade, and Welfare: Theory and Evidence for China and the United States," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 5, pages 123-175, World Scientific Publishing Co. Pte. Ltd..
    39. Pierce, Justin R. & Schott, Peter K., 2018. "Investment responses to trade liberalization: Evidence from U.S. industries and establishments," Journal of International Economics, Elsevier, vol. 115(C), pages 203-222.
    40. David O. Lucca & Emanuel Moench, 2015. "The Pre-FOMC Announcement Drift," Journal of Finance, American Finance Association, vol. 70(1), pages 329-371, February.
    41. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    42. Shushanik Hakobyan & John McLaren, 2016. "Looking for Local Labor Market Effects of NAFTA," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 728-741, October.
    43. Breinlich, Holger, 2014. "Heterogeneous firm-level responses to trade liberalization: A test using stock price reactions," Journal of International Economics, Elsevier, vol. 93(2), pages 270-285.
    44. David H. Autor & David Dorn & Gordon H. Hanson & Jae Song, 2014. "Trade Adjustment: Worker-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1799-1860.
    45. Fama, Eugene F, et al, 1969. "The Adjustment of Stock Prices to New Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(1), pages 1-21, February.
    46. Petia Topalova & Amit Khandelwal, 2011. "Trade Liberalization and Firm Productivity: The Case of India," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 995-1009, August.
    47. Cristina Tello-Trillo, 2022. "The Impact of Trade Competition on Managerial Incentives and Productivity," Journal of International Business Research and Marketing, Inovatus Services Ltd., vol. 7(2), pages 18-26, January.
    48. Teresa C. Fort & Justin R. Pierce & Peter K. Schott, 2018. "New Perspectives on the Decline of US Manufacturing Employment," Journal of Economic Perspectives, American Economic Association, vol. 32(2), pages 47-72, Spring.
    49. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2017. "WTO Accession and Performance of Chinese Manufacturing Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2784-2820, September.
    50. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    51. Bai, Xue & Krishna, Kala & Ma, Hong, 2017. "How you export matters: Export mode, learning and productivity in China," Journal of International Economics, Elsevier, vol. 104(C), pages 122-137.
    52. Tuomo Vuolteenaho, 2002. "What Drives Firm‐Level Stock Returns?," Journal of Finance, American Finance Association, vol. 57(1), pages 233-264, February.
    53. Petia Topalova, 2010. "Factor Immobility and Regional Impacts of Trade Liberalization: Evidence on Poverty from India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 1-41, October.
    54. Fernandes, Ana M., 2007. "Trade policy, trade volumes and plant-level productivity in Colombian manufacturing industries," Journal of International Economics, Elsevier, vol. 71(1), pages 52-71, March.
    55. Leonid Kogan & Dimitris Papanikolaou & Amit Seru & Noah Stoffman, 2017. "Technological Innovation, Resource Allocation, and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 665-712.
    56. Rafael Dix‐Carneiro, 2014. "Trade Liberalization and Labor Market Dynamics," Econometrica, Econometric Society, vol. 82(3), pages 825-885, May.
    57. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    58. Philippon, Thomas & Gutierrez, German, 2017. "Declining Competition and Investment in the U.S," CEPR Discussion Papers 12536, C.E.P.R. Discussion Papers.
    59. Justin R. Pierce & Peter K. Schott, 2009. "A Concordance Between Ten-Digit U.S. Harmonized System Codes and SIC/NAICS Product Classes and Industries," NBER Working Papers 15548, National Bureau of Economic Research, Inc.
    60. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    61. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
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    5. Haoyuan Ding & Kees G. Koedijk & Tong Qi & Yanqing Shen, 2022. "U.S.–China trade war and corporate reallocation: Evidence from Chinese listed companies," The World Economy, Wiley Blackwell, vol. 45(12), pages 3907-3932, December.
    6. Bianconi, Marcelo & Esposito, Federico & Sammon, Marco, 2021. "Trade policy uncertainty and stock returns," Journal of International Money and Finance, Elsevier, vol. 119(C).
    7. 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).
    8. 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.
    9. Liyan Han & Lei Li & Huiyi Liao & Libo Yin, 2024. "Hedging Along the Global Value Chain: Trade War and Firm Value," CRC TR 224 Discussion Paper Series crctr224_2024_531, University of Bonn and University of Mannheim, Germany.
    10. Alan Feng & Haishi Li & Yulin Wang, 2023. "We Are All in the Same Boat: Cross-Border Spillovers of Climate Shocks through International Trade and Supply Chain," CESifo Working Paper Series 10402, CESifo.
    11. Suwanprasert, Wisarut, 2022. "The international spillover effects of US trade policy uncertainty," Economics Letters, Elsevier, vol. 212(C).
    12. Chen, Tao & Gao, Huasheng & Wang, Yuxi, 2021. "Tariff uncertainty and firm innovation: Evidence from the U.S.–China Permanent Normal Trade Relation," Journal of Empirical Finance, Elsevier, vol. 62(C), pages 12-27.
    13. Tao Chen & Chen Lin & Xiang Shao, 2022. "Globalization and U.S. Corporate Tax Policies: Evidence from Import Competition," Management Science, INFORMS, vol. 68(8), pages 6145-6162, August.
    14. Ruxue Bai & Lei Li & Ying Li & Libo Yin, 2024. "Diversification or Specialization? The Responses of Multi-Product Exporters to Quota Removal," CRC TR 224 Discussion Paper Series crctr224_2024_533, University of Bonn and University of Mannheim, Germany.

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    JEL classification:

    • E0 - Macroeconomics and Monetary Economics - - General
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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