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Trade policy uncertainty & resource misallocation

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  • Rodrigue, Joel
  • Shi, Qing
  • Tan, Yong

Abstract

This paper investigates the role of trade policy uncertainty (TPU) on resource allocation across heterogeneous Chinese producers and aggregate productivity in the Chinese manufacturing sector. Using detailed Chinese data and common cost minimization conditions we measure the difference between optimal capital and labor holdings for each firm, or the efficiency gap. We document that (i) efficiency gaps decline sharply with China’s accession to the WTO and the declines are disproportionately pronounced among industries most exposed to TPU; (ii) efficiency gap declines were larger among Chinese exporters; (iii) efficiency gap declines occur simultaneously with a rise in the variance of firm-level employment and investment in new capital. Using China’s accession to the WTO as an exogenous change in the degree of uncertainty faced by Chinese producers, we quantify the implied change in productivity due to the reduction in TPU. Our estimates imply that the reduction in TPU induced by WTO accession accounted for a 17% increase in aggregate productivity through reduced resource misallocation.

Suggested Citation

  • Rodrigue, Joel & Shi, Qing & Tan, Yong, 2024. "Trade policy uncertainty & resource misallocation," European Economic Review, Elsevier, vol. 164(C).
  • Handle: RePEc:eee:eecrev:v:164:y:2024:i:c:s0014292124000497
    DOI: 10.1016/j.euroecorev.2024.104720
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    as
    1. Hassler, John A. A., 1996. "Variations in risk and fluctuations in demand: A theoretical model," Journal of Economic Dynamics and Control, Elsevier, vol. 20(6-7), pages 1115-1143.
    2. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    3. Feng, Ling & Li, Zhiyuan & Swenson, Deborah L., 2016. "The connection between imported intermediate inputs and exports: Evidence from Chinese firms," Journal of International Economics, Elsevier, vol. 101(C), pages 86-101.
    4. 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.
    5. Rodrik, Dani, 1991. "Policy uncertainty and private investment in developing countries," Journal of Development Economics, Elsevier, vol. 36(2), pages 229-242, October.
    6. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    7. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    8. 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.
    9. Yi Huang & Marco Pagano & Ugo Panizza, 2020. "Local Crowding‐Out in China," Journal of Finance, American Finance Association, vol. 75(6), pages 2855-2898, December.
    10. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    11. Xin Meng, 2012. "Labor Market Outcomes and Reforms in China," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 75-102, Fall.
    12. 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..
    13. Nuno Limão & Giovanni Maggi, 2018. "Uncertainty and Trade Agreements," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 3, pages 47-88, World Scientific Publishing Co. Pte. Ltd..
    14. Pablo Fajgelbaum & Stephen J. Redding, 2022. "Trade, Structural Transformation, and Development: Evidence from Argentina 1869–1914," Journal of Political Economy, University of Chicago Press, vol. 130(5), pages 1249-1318.
    15. 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.
    16. Lionel Fontagné & Gianluca Santoni, 2019. "Agglomeration economies and firm-level labor misallocation," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 251-272.
    17. Trevor Tombe & Xiaodong Zhu, 2019. "Trade, Migration, and Productivity: A Quantitative Analysis of China," American Economic Review, American Economic Association, vol. 109(5), pages 1843-1872, May.
    18. Maria Bas & Vanessa Strauss-Kahn, 2013. "Input-Trade Liberalization, Export Prices and Quality Upgrading," Working Papers hal-03460775, HAL.
    19. 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.
    20. 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.
    21. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    22. Amit K. Khandelwal & Peter K. Schott & Shang-Jin Wei, 2013. "Trade Liberalization and Embedded Institutional Reform: Evidence from Chinese Exporters," American Economic Review, American Economic Association, vol. 103(6), pages 2169-2195, October.
    23. Chor, Davin & Manova, Kalina & Yu, Zhihong, 2021. "Growing like China: Firm performance and global production line position," Journal of International Economics, Elsevier, vol. 130(C).
    24. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    25. Zhang, Yi & Hua, Guowei & Wang, Shouyang & Zhang, Juliang & Fernandez, Vicenc, 2018. "Managing demand uncertainty: Probabilistic selling versus inventory substitution," International Journal of Production Economics, Elsevier, vol. 196(C), pages 56-67.
    26. Feng, Ling & Li, Zhiyuan & Swenson, Deborah L., 2017. "Trade policy uncertainty and exports: Evidence from China's WTO accession," Journal of International Economics, Elsevier, vol. 106(C), pages 20-36.
    27. Cheng Chen & Wei Tian & Miaojie Yu, 2019. "Outward FDI and Domestic Input Distortions: Evidence from Chinese Firms," The Economic Journal, Royal Economic Society, vol. 129(624), pages 3025-3057.
    28. Kyle Handley & Nuno Limão, 2018. "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 4, pages 89-122, World Scientific Publishing Co. Pte. Ltd..
    29. Dixit, Avinash K, 1989. "Entry and Exit Decisions under Uncertainty," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 620-638, June.
    30. Henrik Horn & Giovanni Maggi & Robert W. Staiger, 2010. "Trade Agreements as Endogenously Incomplete Contracts," American Economic Review, American Economic Association, vol. 100(1), pages 394-419, March.
    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. Handley, Kyle, 2014. "Exporting under trade policy uncertainty: Theory and evidence," Journal of International Economics, Elsevier, vol. 94(1), pages 50-66.
    33. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    34. Kandilov, Ivan T. & Leblebicioglu, AslI, 2011. "The impact of exchange rate volatility on plant-level investment: Evidence from Colombia," Journal of Development Economics, Elsevier, vol. 94(2), pages 220-230, March.
    35. Handley, Kyle & Limão, Nuno & Ludema, Rodney D. & Yu, Zhi, 2024. "Firm input choice under trade policy uncertainty," Journal of International Economics, Elsevier, vol. 150(C).
    36. Hu, Cui & Tan, Yong, 2020. "Learning to import from neighbors," China Economic Review, Elsevier, vol. 61(C).
    37. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    38. Koenig, Pamina & Mayneris, Florian & Poncet, Sandra, 2010. "Local export spillovers in France," European Economic Review, Elsevier, vol. 54(4), pages 622-641, May.
    39. Yi Lu Jr. & Linhui Yu Jr., 2015. "Trade Liberalization and Markup Dispersion: Evidence from China's WTO Accession," American Economic Journal: Applied Economics, American Economic Association, vol. 7(4), pages 221-253, October.
    40. Eric Bond & Mario Crucini & Joel Rodrigue & Tristan Potter, 2013. "Misallocation and Productivity Effects of the Smoot-Hawley Tariff," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 120-134, January.
    41. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    42. Alejandro G Graziano & Kyle Handley & Nuno Limão, 2021. "Brexit Uncertainty and Trade Disintegration," The Economic Journal, Royal Economic Society, vol. 131(635), pages 1150-1185.
    43. 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.
    44. Jeronimo Carballo & Kyle Handley & Nuno Limão, 2018. "Economic and Policy Uncertainty: Export Dynamics and the Value of Agreements," NBER Working Papers 24368, National Bureau of Economic Research, Inc.
    45. Bas, Maria & Strauss-Kahn, Vanessa, 2015. "Input-trade liberalization, export prices and quality upgrading," Journal of International Economics, Elsevier, vol. 95(2), pages 250-262.
    46. 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.
    47. Manuel Amador & Kyle Bagwell, 2013. "The Theory of Optimal Delegation With an Application to Tariff Caps," Econometrica, Econometric Society, vol. 81(4), pages 1541-1599, July.
    48. Liu, Qing & Ma, Hong, 2020. "Trade policy uncertainty and innovation: Firm level evidence from China’s WTO accession," Journal of International Economics, Elsevier, vol. 127(C).
    49. Lorenzo Caliendo & Fernando Parro, 2015. "Estimates of the Trade and Welfare Effects of NAFTA," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 1-44.
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    More about this item

    Keywords

    Trade policy uncertainty; Resource misallocation; China;
    All these keywords.

    JEL classification:

    • F02 - International Economics - - General - - - International Economic Order and Integration
    • F1 - International Economics - - Trade
    • F12 - International Economics - - Trade - - - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F61 - International Economics - - Economic Impacts of Globalization - - - Microeconomic Impacts
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts
    • O19 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - International Linkages to Development; Role of International Organizations
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy

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