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The Environmental Effects of International Trade in China: Measuring the Mediating Effects of Technology Spillovers of Import Trade on Industrial Air Pollution

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  • Shiyue Zhang

    (School of Management, China University of Mining and Technology (Beijing), Beijing 100083, China)

  • Alan R. Collins

    (Division of Resource Economics and Management, West Virginia University, Morgantown, WV 26506, USA)

  • Xiaoli L. Etienne

    (Division of Resource Economics and Management, West Virginia University, Morgantown, WV 26506, USA)

  • Rijia Ding

    (School of Management, China University of Mining and Technology (Beijing), Beijing 100083, China)

Abstract

China is in a strategic phase of an industrial green transformation. Industrial air pollution is a key environmental target for governance. Because import trade is a core channel through which advanced environmental protection technology is absorbed, the question of whether technology spillovers brought about by import trade can reduce industrial air pollution emissions is a topic worth exploring. This paper uses a generalized spatial two-stage least-square (GS2SLS) model to explore the impact of import trade technology spillovers on industrial air pollution emission intensities using panel data from 30 provinces and cities between 2000 and 2017. Economic scale, industrial structure, and technological innovation are used as intermediary variables to test whether they play mediating effects. The results show that: (1) capital and intermediate goods technology spillovers directly reduce industrial air pollution emission intensity and (2) import trade technology spillovers indirectly reduce emission intensities by expanding economic scale, optimizing industrial structure, and enhancing technological innovation through mediating variables. Furthermore, industrial structure optimization and technological innovation have the largest mediating effects on industrial SO 2 , while economic expansion has the most significant mediating effect on industrial smoke and dust. The mediating effects of technology spillovers from intermediate goods exceed those of capital technology spillovers. Finally, industrial air pollution emission intensity demonstrates both spatial agglomeration and time lag effects. Environmental regulations and energy structure are shown to increase industrial air pollution emissions, while urbanization and foreign direct investment reduce industrial air pollution. Based upon these research results, some pertinent policy implications are proposed for China.

Suggested Citation

  • Shiyue Zhang & Alan R. Collins & Xiaoli L. Etienne & Rijia Ding, 2021. "The Environmental Effects of International Trade in China: Measuring the Mediating Effects of Technology Spillovers of Import Trade on Industrial Air Pollution," Sustainability, MDPI, vol. 13(12), pages 1-25, June.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:12:p:6895-:d:577398
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    as
    1. anonymous, 1995. "Does the bouncing ball lead to economic growth?," Regional Update, Federal Reserve Bank of Atlanta, issue Jul, pages 1-2,4-6.
    2. Shaojian Qu & Hui Yang & Ying Ji, 2021. "Low-carbon supply chain optimization considering warranty period and carbon emission reduction level under cap-and-trade regulation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(12), pages 18040-18067, December.
    3. Lovely, Mary & Popp, David, 2011. "Trade, technology, and the environment: Does access to technology promote environmental regulation?," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 16-35, January.
    4. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    5. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    6. Tao Qu & Jun-cai Chen & Shan-min Li & Hang Xiang, 2013. "Impact of Inward FDI, Import on Domestic Innovation: Evidence from China," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 7(3), pages 119-136.
    7. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    8. Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
    9. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    10. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    11. Slim Ben Youssef, 2009. "Transboundary pollution, R&D spillovers and international trade," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(1), pages 235-250, March.
    12. Lichun Xiong & Martin De Jong & Fengting Wang & Baodong Cheng & Chang Yu, 2018. "Spatial Spillover Effects of Environmental Pollution in China’s Central Plains Urban Agglomeration," Sustainability, MDPI, vol. 10(4), pages 1-15, March.
    13. Kasahara, Hiroyuki & Rodrigue, Joel, 2008. "Does the use of imported intermediates increase productivity? Plant-level evidence," Journal of Development Economics, Elsevier, vol. 87(1), pages 106-118, August.
    14. Harry H. Kelejian & Ingmar R. Prucha, 1997. "Estimation of Spatial Regression Models with Autoregressive Errors by Two-Stage Least Squares Procedures: A Serious Problem," International Regional Science Review, , vol. 20(1-2), pages 103-111, April.
    15. Ram C. Acharya & Wolfgang Keller, 2009. "Technology transfer through imports," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(4), pages 1411-1448, November.
    16. Ana Cuadros & Maite Alguacil, 2014. "Productivity Spillovers Through Foreign Transactions: The Role of Sector Composition and Local Conditions," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S2), pages 75-88.
    17. Facundo Albornoz & Matthew A. Cole & Robert J. R. Elliott & Marco G. Ercolani, 2009. "In Search of Environmental Spillovers," The World Economy, Wiley Blackwell, vol. 32(1), pages 136-163, January.
    18. Brian R. Copeland & M. Scott Taylor, 1994. "North-South Trade and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 755-787.
    19. anonymous, 1995. "Alan Blinder surveys the growth of the U.S. economy," Economics Update, Federal Reserve Bank of Atlanta, issue Jan, pages 1-6.
    20. Michele Imbruno, 2019. "Importing under trade policy uncertainty: Evidence from China," Post-Print hal-02171715, HAL.
    21. Jayanthakumaran, Kankesu & Liu, Ying, 2012. "Openness and the Environmental Kuznets Curve: Evidence from China," Economic Modelling, Elsevier, vol. 29(3), pages 566-576.
    22. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    23. Zhao, Jing & Zhao, Ziru & Zhang, Huan, 2021. "The impact of growth, energy and financial development on environmental pollution in China: New evidence from a spatial econometric analysis," Energy Economics, Elsevier, vol. 93(C).
    24. Imbruno, Michele, 2019. "Importing under trade policy uncertainty: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 47(4), pages 806-826.
    25. Bin Xu & Jianmao Wang, 1999. "Capital Goods Trade and R&D Spillovers in the OECD," Canadian Journal of Economics, Canadian Economics Association, vol. 32(5), pages 1258-1274, November.
    26. Di Maria Corrado & Smulders Sjak A., 2005. "Trade Pessimists vs Technology Optimists: Induced Technical Change and Pollution Havens," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(2), pages 1-27, January.
    27. Lichtenberg, Frank R. & Pottelsberghe de la Potterie, Bruno v., 1998. "International R&D spillovers: A comment," European Economic Review, Elsevier, vol. 42(8), pages 1483-1491, September.
    28. Benarroch, Michael & Weder, Rolf, 2006. "Intra-industry trade in intermediate products, pollution and internationally increasing returns," Journal of Environmental Economics and Management, Elsevier, vol. 52(3), pages 675-689, November.
    29. Kukla-Gryz, Anna, 2009. "Economic growth, international trade and air pollution: A decomposition analysis," Ecological Economics, Elsevier, vol. 68(5), pages 1329-1339, March.
    30. repec:umd:umdeco:kelepruc is not listed on IDEAS
    31. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    32. Greenaway, David & Foster, Neil, 2002. "North-South Trade, Knowledge Spillovers and Growth," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 17, pages 650-670.
    33. Shahbaz, Muhammad & Lean, Hooi Hooi & Shabbir, Muhammad Shahbaz, 2012. "Environmental Kuznets Curve hypothesis in Pakistan: Cointegration and Granger causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2947-2953.
    Full references (including those not matched with items on IDEAS)

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    5. Chunying Cui & Dengke He & Ziwei Yan, 2023. "The Environment–Economy Synergistic Improvement Effect of the “Two-Oriented Society” Pilot Area in China," IJERPH, MDPI, vol. 20(1), pages 1-23, January.
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    7. Jieping Chen & Xianpeng Long & Shanlang Lin, 2022. "Special Economic Zone, Carbon Emissions and the Mechanism Role of Green Technology Vertical Spillover: Evidence from Chinese Cities," IJERPH, MDPI, vol. 19(18), pages 1-22, September.
    8. Hongcheng Shen & Yi Liu, 2022. "Can Circular Economy Legislation Promote Pollution Reduction? Evidence from Urban Mining Pilot Cities in China," Sustainability, MDPI, vol. 14(22), pages 1-22, November.

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