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Trade Policy Uncertainty, Offshoring, and the Environment: Evidence from US Manufacturing Establishments

Author

Listed:
  • Choi, Jaerim

    (University of Hawaii at Manoa)

  • Hyun, Jay

    (HEC Montreal)

  • Kim, Gueyon

    (University of California, Santa Cruz)

  • Park, Ziho

    (National Taiwan University)

Abstract

We study long-run environmental impacts of trade liberalization on US manufacturing by exploiting a plausibly exogenous reduction in US trade policy uncertainty: the conferral of Permanent Normal Trade Relations (PNTR) to China. Using detailed data on establishment-level pollution emissions and business characteristics - including trade activities and global subsidiary information - from 1997 to 2017, we show that establishments reduce toxic emissions in response to a reduction in trade policy uncertainty. Emission abatement is mainly driven by a decline in pollution emission intensity, and not by establishment exits or a reduction in production scale. Emission reduction is more pronounced for (i) establishments with foreign sourcing networks and (ii) those under more stringent environmental regulations. We provide further evidence that supports the pollution haven hypothesis whereby offshoring is central to the mechanism - US manufacturers begin to source from abroad and establish more subsidiaries in China after PNTR, especially those that emit pollutants heavily.

Suggested Citation

  • Choi, Jaerim & Hyun, Jay & Kim, Gueyon & Park, Ziho, 2023. "Trade Policy Uncertainty, Offshoring, and the Environment: Evidence from US Manufacturing Establishments," IZA Discussion Papers 15919, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp15919
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    1. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
    2. David Autor & David Dorn & Gordon Hanson & Kaveh Majlesi, 2020. "Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure," American Economic Review, American Economic Association, vol. 110(10), pages 3139-3183, October.
    3. John A. List & Daniel L. Millimet & Per G. Fredriksson & W. Warren McHone, 2003. "Effects of Environmental Regulations on Manufacturing Plant Births: Evidence from a Propensity Score Matching Estimator," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 944-952, November.
    4. Robert C. Feenstra, 1998. "Integration of Trade and Disintegration of Production in the Global Economy," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 31-50, Fall.
    5. Yi Che & Yi Lu & Justin R. Pierce & Peter K. Schott & Zhigang Tao, 2016. "Does Trade Liberalization with China Influence U.S. Elections?," Finance and Economics Discussion Series 2016-039, Board of Governors of the Federal Reserve System (U.S.).
    6. Rema Hanna, 2010. "US Environmental Regulation and FDI: Evidence from a Panel of US-Based Multinational Firms," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 158-189, July.
    7. Aizenman, Joshua & Marion, Nancy, 2004. "The merits of horizontal versus vertical FDI in the presence of uncertainty," Journal of International Economics, Elsevier, vol. 62(1), pages 125-148, January.
    8. David Hummels & Rasmus J?rgensen & Jakob Munch & Chong Xiang, 2014. "The Wage Effects of Offshoring: Evidence from Danish Matched Worker-Firm Data," American Economic Review, American Economic Association, vol. 104(6), pages 1597-1629, June.
    9. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    10. Asquith, Brian & Goswami, Sanjana & Neumark, David & Rodriguez-Lopez, Antonio, 2019. "U.S. job flows and the China shock," Journal of International Economics, Elsevier, vol. 118(C), pages 123-137.
    11. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    12. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    13. 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.
    14. Felix Tintelnot, 2017. "Global Production with Export Platforms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 157-209.
    15. J. Scott Holladay, 2016. "Exporters and the environment," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(1), pages 147-172, February.
    16. 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.
    17. Cherniwchan, Jevan, 2017. "Trade liberalization and the environment: Evidence from NAFTA and U.S. manufacturing," Journal of International Economics, Elsevier, vol. 105(C), pages 130-149.
    18. 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.
    19. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    20. Arik Levinson, 2009. "Technology, International Trade, and Pollution from US Manufacturing," American Economic Review, American Economic Association, vol. 99(5), pages 2177-2192, December.
    21. 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.
    22. 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.
    23. 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.
    24. Jevan Cherniwchan & Brian R. Copeland & M. Scott Taylor, 2017. "Trade and the Environment: New Methods, Measurements, and Results," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 59-85, September.
    25. John V. Gray & Enno Siemsen & Gurneeta Vasudeva, 2015. "Colocation Still Matters: Conformance Quality and the Interdependence of R&D and Manufacturing in the Pharmaceutical Industry," Management Science, INFORMS, vol. 61(11), pages 2760-2781, November.
    26. Stefania Garetto, 2013. "Input Sourcing and Multinational Production," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 118-151, April.
    27. David Neumark & Brandon Wall & Junfu Zhang, 2011. "Do Small Businesses Create More Jobs? New Evidence for the United States from the National Establishment Time Series," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 16-29, August.
    28. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    29. 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.
    30. Keith Barnatchez & Leland D. Crane & Ryan A. Decker, 2017. "An Assessment of the National Establishment Time Series (NETS) Database," Finance and Economics Discussion Series 2017-110, Board of Governors of the Federal Reserve System (U.S.).
    31. Kim, Gueyon, 2022. "Trade-Induced Adoption of New Work," IZA Discussion Papers 15165, Institute of Labor Economics (IZA).
    32. 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.
    33. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    34. Nouri Najjar & Jevan Cherniwchan, 2021. "Environmental Regulations and the Cleanup of Manufacturing: Plant-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 103(3), pages 476-491, July.
    35. Michael Greenstone, 2002. "The Impacts of Environmental Regulations on Industrial Activity: Evidence from the 1970 and 1977 Clean Air Act Amendments and the Census of Manufactures," Journal of Political Economy, University of Chicago Press, vol. 110(6), pages 1175-1219, December.
    36. Bombardini, Matilde & Li, Bingjing, 2020. "Trade, pollution and mortality in China," Journal of International Economics, Elsevier, vol. 125(C).
    37. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    38. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    39. Gueyon Kim, 2022. "Trade-Induced Adoption of New Work," Working Papers 2022-007, Human Capital and Economic Opportunity Working Group.
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    More about this item

    Keywords

    pollution haven hypothesis; toxics release inventory; pollution emissions; trade and environment; trade policy uncertainty; offshoring; particulate matter; PNTR;
    All these keywords.

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F18 - International Economics - - Trade - - - Trade and Environment
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business

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