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The threshold analysis of economic growth, FDI and trade on environment pollution in China using provincial panel data

Author

Listed:
  • Caihong Tang

    (Universiti Putra Malaysia (UPM))

  • Anitha Rosland

    (Universiti Putra Malaysia (UPM))

  • Rizwana Yasmeen

    (Panzhihua University)

  • Yunfei Long

    (Panzhihua University)

Abstract

This research aims to analyze the threshold effect (nonlinear regression) of the impact of economic growth, foreign direct investment inflow, and trade on the environmental degradation in China from 2007 to 2019 by using panel data at the province level. The results of threshold effect regression show that China’s economic growth and trade have a single threshold effect on carbon dioxide emissions, but foreign direct investment does not have any. The results reveal that when economic development increases and reaches a threshold value, its impact on carbon dioxide emissions weakens. When trade volume increases to a threshold value, its negative impact on carbon dioxide emissions strengthens. Both methods find that foreign direct investment and trade have a slightly negative relation with carbon dioxide emissions, which may indicate that in recent years of economic development, China’s technological and industrial upgrading has been decoupling foreign investment and trade from carbon dioxide emissions. Moreover, this research finds that China’s eastern provinces have reached the threshold, yet its middle and western provinces have not. Based on our empirical results, it is suggested that the Chinese government needs to pay more attention to the unbalanced economic development and environment governance between east and middle & western areas, and take measures to prevent the transfer of polluting industries from China’s developed provinces to undeveloped middle and western provinces.

Suggested Citation

  • Caihong Tang & Anitha Rosland & Rizwana Yasmeen & Yunfei Long, 2024. "The threshold analysis of economic growth, FDI and trade on environment pollution in China using provincial panel data," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(10), pages 25071-25090, October.
  • Handle: RePEc:spr:endesu:v:26:y:2024:i:10:d:10.1007_s10668-023-03670-7
    DOI: 10.1007/s10668-023-03670-7
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    References listed on IDEAS

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    1. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    2. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    3. He, Jie, 2006. "Pollution haven hypothesis and environmental impacts of foreign direct investment: The case of industrial emission of sulfur dioxide (SO2) in Chinese provinces," Ecological Economics, Elsevier, vol. 60(1), pages 228-245, November.
    4. Xiaohui Liu & Peter Burridge & P. J. N. Sinclair, 2002. "Relationships between economic growth, foreign direct investment and trade: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 34(11), pages 1433-1440.
    5. 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.
    6. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    7. Jiang, Qingquan & Khattak, Shoukat Iqbal & Rahman, Zia Ur, 2021. "Measuring the simultaneous effects of electricity consumption and production on carbon dioxide emissions (CO2e) in China: New evidence from an EKC-based assessment," Energy, Elsevier, vol. 229(C).
    8. Umar, Muhammad & Safi, Adnan, 2023. "Do green finance and innovation matter for environmental protection? A case of OECD economies," Energy Economics, Elsevier, vol. 119(C).
    9. Pethig, Rudiger, 1976. "Pollution, welfare, and environmental policy in the theory of Comparative Advantage," Journal of Environmental Economics and Management, Elsevier, vol. 2(3), pages 160-169, February.
    10. Pata, Ugur Korkut & Caglar, Abdullah Emre, 2021. "Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break," Energy, Elsevier, vol. 216(C).
    11. Halkos, George E. & Paizanos, Epameinondas Α., 2013. "The effect of government expenditure on the environment:An empirical investigation," Ecological Economics, Elsevier, vol. 91(C), pages 48-56.
    12. Li, Tingting & Wang, Yong & Zhao, Dingtao, 2016. "Environmental Kuznets Curve in China: New evidence from dynamic panel analysis," Energy Policy, Elsevier, vol. 91(C), pages 138-147.
    13. Jean‐Claude Berthélemy & Sylvie Démurger, 2000. "Foreign Direct Investment and Economic Growth: Theory and Application to China," Review of Development Economics, Wiley Blackwell, vol. 4(2), pages 140-155, June.
    14. Rahman, Mohammad Mafizur & Alam, Khosrul, 2022. "Impact of industrialization and non-renewable energy on environmental pollution in Australia: Do renewable energy and financial development play a mitigating role?," Renewable Energy, Elsevier, vol. 195(C), pages 203-213.
    15. Shujie Yao, 2006. "On economic growth, FDI and exports in China," Applied Economics, Taylor & Francis Journals, vol. 38(3), pages 339-351.
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