IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v152y2025ics0264999325002512.html

Factors influencing the manufacturing industry's pollution emissions: Evidence from China

Author

Listed:
  • Li, Zhe
  • Zhu, Lin

Abstract

Using a calibrated quantitative trade-environment model, we examine how environmental regulation, productivity, trade liberalization, industrial structure, and foreign competitiveness impact air pollution emissions in China's manufacturing sector. We find that although the stringency of environmental regulations nearly tripled from 2003 to 2015, major air pollutant emissions decreased by only 6 %. The reasons for failing to achieve significant emissions reduction include soaring productivity, increased trade liberalization, and declining foreign competitiveness. Furthermore, China's environmental regulations remained less stringent than those of developed countries during this period. As trade barriers fell and foreign competitiveness weakened, China's relatively lenient environmental standards provided a competitive advantage to pollution-intensive industries, thereby boosting their exports and creating a domestic “pollution haven”. However, we observe that major air pollutant emissions plummeted by 76 % from 2016 to 2022, with strengthened environmental regulations being a key driver of this sharp decline.

Suggested Citation

  • Li, Zhe & Zhu, Lin, 2025. "Factors influencing the manufacturing industry's pollution emissions: Evidence from China," Economic Modelling, Elsevier, vol. 152(C).
  • Handle: RePEc:eee:ecmode:v:152:y:2025:i:c:s0264999325002512
    DOI: 10.1016/j.econmod.2025.107256
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999325002512
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2025.107256?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Li, Zhen & Wu, Baijun & Wang, Danyang & Tang, Maogang, 2022. "Government mandatory energy-biased technological progress and enterprises' environmental performance: Evidence from a quasi-natural experiment of cleaner production standards in China," Energy Policy, Elsevier, vol. 162(C).
    2. Zheng Wang, 2021. "Blame the Foreigners? Exports and Sulfur Dioxide Emissions in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(2), pages 279-309, October.
    3. Henderson, J Vernon, 1996. "Effects of Air Quality Regulation," American Economic Review, American Economic Association, vol. 86(4), pages 789-813, September.
    4. Udo Kreickemeier & Philipp M. Richter, 2014. "Trade and the Environment: The Role of Firm Heterogeneity," Review of International Economics, Wiley Blackwell, vol. 22(2), pages 209-225, May.
    5. Ling-Yun He & Kai-Lin Cai, 2023. "Going Green: Evidence from Product-Level Exports and Firms’ Environmental Performance in China," Sustainability, MDPI, vol. 15(21), pages 1-19, October.
    6. Alessandria, George & Choi, Horag, 2014. "Establishment heterogeneity, exporter dynamics, and the effects of trade liberalization," Journal of International Economics, Elsevier, vol. 94(2), pages 207-223.
    7. Jianxin Wu & Ziwei Feng & Chunbo Ma, 2024. "Promotion Incentives and Environmental Regulation: Evidence from China’s Environmental One-Vote Veto Evaluation Regime," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(1), pages 257-286, January.
    8. Zhang, Bingbing & Wang, Ning & Yan, Zhijun & Sun, Chuanwang, 2023. "Does a mandatory cleaner production audit have a synergistic effect on reducing pollution and carbon emissions?," Energy Policy, Elsevier, vol. 182(C).
    9. Ling-Yun He & Xi Lin & Qiren Liu, 2020. "How Did Free Trade Reshape the Transitional China? Evidence from Heterogeneous Exporters and Firm-Level Pollution Emissions," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(8), pages 1651-1676, June.
    10. Costas Arkolakis & Arnaud Costinot & Andres Rodriguez-Clare, 2012. "New Trade Models, Same Old Gains?," American Economic Review, American Economic Association, vol. 102(1), pages 94-130, February.
    11. Peter Gustafsson & Paul Segerstrom, 2010. "Trade Liberalization and Productivity Growth," Review of International Economics, Wiley Blackwell, vol. 18(2), pages 207-228, May.
    12. Ling-Yun He & Xi Lin, 2021. "Trade Imbalance, Heterogeneous Firms and Pollution Emissions: Evidence from China’s Manufacturing Sector," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(4), pages 1008-1033, March.
    13. Forslid, Rikard & Okubo, Toshihiro & Ulltveit-Moe, Karen Helene, 2018. "Why are firms that export cleaner? International trade, abatement and environmental emissions," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 166-183.
    14. Tang, Maogang & Li, Zhen & Hu, Fengxia & Wu, Baijun & Zhang, Ruihan, 2021. "Market failure, tradable discharge permit, and pollution reduction: Evidence from industrial firms in China," Ecological Economics, Elsevier, vol. 189(C).
    15. 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.
    16. 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.
    17. Krolikowski, Pawel M. & McCallum, Andrew H., 2021. "Goods-market frictions and international trade," Journal of International Economics, Elsevier, vol. 129(C).
    18. Duan, Yuwan & Ji, Ting & Lu, Yi & Wang, Siying, 2021. "Environmental regulations and international trade: A quantitative economic analysis of world pollution emissions," Journal of Public Economics, Elsevier, vol. 203(C).
    19. Kasahara, Hiroyuki & Lapham, Beverly, 2013. "Productivity and the decision to import and export: Theory and evidence," Journal of International Economics, Elsevier, vol. 89(2), pages 297-316.
    20. Hang, Jing & Wang, Miaojun & Zhou, Mohan, 2025. "Productivity implications of inefficient environmental regulation: Evidence from China," China Economic Review, Elsevier, vol. 90(C).
    21. Robert Dekle & Jonathan Eaton & Samuel Kortum, 2008. "Global Rebalancing with Gravity: Measuring the Burden of Adjustment," IMF Staff Papers, Palgrave Macmillan, vol. 55(3), pages 511-540, July.
    22. Yingying Yi & Xiaoxiao Yu & Xiaotong Sun, 2022. "Will the liberalization of intermediate trade restrain corporate pollution emissions?—Empirical evidence from Chinese micro-enterprises," Applied Economics, Taylor & Francis Journals, vol. 54(30), pages 3521-3536, June.
    23. Xiaobo Shen & Boqiang Lin, 2017. "Abatement Efforts, Technological Progress, and Pollution Control in China’s Industrial Sector," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(6), pages 1337-1351, June.
    24. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    25. Yanqing Jiang, 2015. "Total Factor Productivity, Pollution and ‘Green’ Economic Growth in China," Journal of International Development, John Wiley & Sons, Ltd., vol. 27(4), pages 504-515, 05-27.
    26. Dandan Zhu & Xinping Tao & Meibo Huang, 2023. "Law Reinforcement, Production Pattern and Enterprise Environmental Performance: Evidence from Environmental Courts in China," Sustainability, MDPI, vol. 15(5), pages 1-20, March.
    27. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    28. Wang, Qian & Zhu, Linke, 2021. "Environmental regulation, firm heterogeneity, and intra-industry reallocation," China Economic Review, Elsevier, vol. 68(C).
    29. Jin Guo & Yingzhi Xu & Zhengning Pu, 2016. "Urbanization and Its Effects on Industrial Pollutant Emissions: An Empirical Study of a Chinese Case with the Spatial Panel Model," Sustainability, MDPI, vol. 8(8), pages 1-15, August.
    30. He, Jie, 2010. "What is the role of openness for China's aggregate industrial SO2 emission?: A structural analysis based on the Divisia decomposition method," Ecological Economics, Elsevier, vol. 69(4), pages 868-886, February.
    31. Ling-Yun He & Geng Huang, 2020. "Tariff Reduction and Environment: Evidence from CAFTA and Chinese Manufacturing Firms," Sustainability, MDPI, vol. 12(5), pages 1-25, March.
    32. Yunchan Zhu & Shuo Han & Yimeng Zhang & Qi Huang, 2021. "Evaluating the Effect of Government Emission Reduction Policy: Evidence from Demonstration Cities in China," IJERPH, MDPI, vol. 18(9), pages 1-16, April.
    33. Sanfeng Zhang & Maoliang Bu & Huafan Yang, 2014. "Environmental Regulation and Firm Productivity in China," Frontiers of Economics and Globalization, in: Globalization and the Environment of China, volume 14, pages 129-152, Emerald Group Publishing Limited.
    34. Haichao Fan & Joshua Graff Zivin & Zonglai Kou & Xueyue Liu & Huanhuan Wang, 2025. "Going green in China: Firms' responses to stricter environmental regulations," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 58(1), pages 385-410, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yang, Yong & Chih, Yao-Yu & Wen, Chenfei & Luo, Xuan, 2026. "Antipollution willingness and urban population distribution: Evidence from Chinese cities," Economic Modelling, Elsevier, vol. 154(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Xi Lin & Ling-Yun He, 2023. "The More the Merrier? Evidence from Firm-Level Exports and Environmental Performance in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(1), pages 125-172, January.
    3. Fan, Haichao & Guo, Guangyuan & Liu, Yu & Wang, Huanhuan, 2025. "Trade uncertainty, emission cap and firm pollution," Journal of Economic Behavior & Organization, Elsevier, vol. 229(C).
    4. Joseph S. Shapiro & Reed Walker, 2015. "Why is Pollution from U.S. Manufacturing Declining" The Roles of Trade, Regulation, Productivity, and Preferences," Cowles Foundation Discussion Papers 1982R, Cowles Foundation for Research in Economics, Yale University, revised Sep 2016.
    5. Huang, Geng & He, Ling-Yun & Lin, Xi, 2023. "Deterioration or improvement? Intermediate product import and enterprises' environmental performance," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 139-150.
    6. Robin Sogalla & Joschka Wanner & Yuta Watabe, 2024. "New Trade Models, Same Old Emissions?," Discussion Papers of DIW Berlin 2077, DIW Berlin, German Institute for Economic Research.
    7. Watabe,Yuta & Sogalla,Robin & Wanner,Joschka, 2024. "New Trade Models, Same Old Emissions?," IDE Discussion Papers 926, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    8. Robin Sogalla & Joschka Wanner & Yuta Watabe, 2024. "New Trade Models, Same Old Emissions?," CESifo Working Paper Series 11596, CESifo.
    9. Sogalla, Robin & Wanner, Joschka & Watabe, Yuta, 2024. "New trade models, same old emissions?," Kiel Working Papers 2267, Kiel Institute for the World Economy.
    10. Li, Zhen & Wu, Baijun & Wang, Danyang & Tang, Maogang, 2022. "Government mandatory energy-biased technological progress and enterprises' environmental performance: Evidence from a quasi-natural experiment of cleaner production standards in China," Energy Policy, Elsevier, vol. 162(C).
    11. Chen, Ying & Wu, Wenjie & Yun, Yanwen, 2025. "The geography of pollution regulation and productivity," Journal of Environmental Economics and Management, Elsevier, vol. 131(C).
    12. He, Ling-Yun & Huang, Geng, 2023. "Can importing improve the energy efficiency? Theory and evidence from Chinese industrial firms," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 451-469.
    13. Duan, Yuwan & Ji, Ting & Lu, Yi & Wang, Siying, 2021. "Environmental regulations and international trade: A quantitative economic analysis of world pollution emissions," Journal of Public Economics, Elsevier, vol. 203(C).
    14. Wang, Qian & Zhu, Linke, 2021. "Environmental regulation, firm heterogeneity, and intra-industry reallocation," China Economic Review, Elsevier, vol. 68(C).
    15. Shizhong Peng & Haoran Peng & Shirong Pan & Jun Wu, 2023. "Digital Transformation, Green Innovation, and Pollution Abatement: Evidence from China," Sustainability, MDPI, vol. 15(8), pages 1-18, April.
    16. Li, Shuo & Wang, Min, 2025. "Environmental regulation and firms’ extensive margin decisions," Journal of Environmental Economics and Management, Elsevier, vol. 133(C).
    17. Xi Lin & Ling‐Yun He, 2023. "‘Going global’ and pollution in home country: Evidence from Chinese industrial firms," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1135-1174, October.
    18. Alex Hollingsworth & Taylor Jaworski & Carl Kitchens & Ivan J. Rudik, 2022. "Economic Geography and the Efficiency of Environmental Regulation," NBER Working Papers 29845, National Bureau of Economic Research, Inc.
    19. Shen, Yanyan & Guo, Feng & Li, Zhen, 2024. "Unintended effects of tax-sharing adjustments on firms' pollution emissions: Evidence from China," Energy Economics, Elsevier, vol. 139(C).
    20. Ruben Dewitte & Bruno Merlevede & Glenn Rayp, 2024. "Gains from trade: Demand, supply, and idiosyncratic shocks," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(5), pages 870-886, August.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • F18 - International Economics - - Trade - - - Trade and Environment
    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:152:y:2025:i:c:s0264999325002512. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.