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Carbon Emissions, Economic Growth, Urbanization, and Foreign Trade in China: Empirical Evidence from ARDL Models

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  • Jikun Jiang

    (School of Management Engineering, Qingdao University of Technology, Qingdao 266520, China)

  • Shenglai Zhu

    (School of Management Engineering, Qingdao University of Technology, Qingdao 266520, China)

  • Weihao Wang

    (School of Business, Qingdao University, Qingdao 266071, China)

Abstract

Based on the autoregressive distribution lag (ARDL) model, this paper conducts an empirical study on the relationship between carbon emissions, economic growth, urbanization, and foreign trade in China from 1971 to 2020. The results show that when carbon emissions, economic growth, and urbanization are used as explained variables, there is a long-term cointegration relationship with other variables. In the long-term relationship, urbanization has a significant positive effect on economic growth and carbon emissions, with coefficients of 2.2172 and 0.2921, respectively. The long-term elasticity coefficient of economic growth to urbanization is 0.4864, passing the 1% significance test. In the short-term relationship, economic growth and carbon emissions, urbanization and carbon emissions, and economic growth and urbanization are all mutually reinforcing relationships, and foreign trade will suppress carbon emissions in the short term. Therefore, policymakers should transform the urbanization model and develop a green economy to achieve environmental sustainability.

Suggested Citation

  • Jikun Jiang & Shenglai Zhu & Weihao Wang, 2022. "Carbon Emissions, Economic Growth, Urbanization, and Foreign Trade in China: Empirical Evidence from ARDL Models," Sustainability, MDPI, vol. 14(15), pages 1-15, August.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9396-:d:877504
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    References listed on IDEAS

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    1. Andrei A. Levchenko, 2013. "International Trade and Institutional Change," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 29(5), pages 1145-1181, October.
    2. Halicioglu, Ferda, 2009. "An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey," Energy Policy, Elsevier, vol. 37(3), pages 1156-1164, March.
    3. 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.
    4. Rahman, Mohammad Mafizur & Kashem, Mohammad Abul, 2017. "Carbon emissions, energy consumption and industrial growth in Bangladesh: Empirical evidence from ARDL cointegration and Granger causality analysis," Energy Policy, Elsevier, vol. 110(C), pages 600-608.
    5. Kaika, Dimitra & Zervas, Efthimios, 2013. "The Environmental Kuznets Curve (EKC) theory—Part A: Concept, causes and the CO2 emissions case," Energy Policy, Elsevier, vol. 62(C), pages 1392-1402.
    6. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    7. Ghazouani, Tarek & Boukhatem, Jamel & Yan Sam, Chung, 2020. "Causal interactions between trade openness, renewable electricity consumption, and economic growth in Asia-Pacific countries: Fresh evidence from a bootstrap ARDL approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    8. Zhang, Ning & Yu, Keren & Chen, Zhongfei, 2017. "How does urbanization affect carbon dioxide emissions? A cross-country panel data analysis," Energy Policy, Elsevier, vol. 107(C), pages 678-687.
    9. Wang, Yuan & Li, Li & Kubota, Jumpei & Han, Rong & Zhu, Xiaodong & Lu, Genfa, 2016. "Does urbanization lead to more carbon emission? Evidence from a panel of BRICS countries," Applied Energy, Elsevier, vol. 168(C), pages 375-380.
    10. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    11. Chen, Quanrun & Löschel, Andreas & Pei, Jiansuo & Peters, Glen P. & Xue, Jinjun & Zhao, Zhongxiu, 2019. "Processing trade, foreign outsourcing and carbon emissions in China," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 1-12.
    12. Adom, Philip Kofi & Bekoe, William, 2012. "Conditional dynamic forecast of electrical energy consumption requirements in Ghana by 2020: A comparison of ARDL and PAM," Energy, Elsevier, vol. 44(1), pages 367-380.
    13. Wojciech W. Charemza & Derek F. Deadman, 1997. "New Directions In Econometric Practice, Second Edition," Books, Edward Elgar Publishing, number 1139.
    14. Stern, David I., 1997. "Limits to substitution and irreversibility in production and consumption: A neoclassical interpretation of ecological economics," Ecological Economics, Elsevier, vol. 21(3), pages 197-215, June.
    15. Khalid Khan & Chi-Wei Su & Ran Tao & Lin-Na Hao, 2020. "Urbanization and carbon emission: causality evidence from the new industrialized economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(8), pages 7193-7213, December.
    16. Zhoumu Yang & Jingjing Cai & Yun Lu & Bin Zhang, 2022. "The Impact of Economic Growth, Industrial Transition, and Energy Intensity on Carbon Dioxide Emissions in China," Sustainability, MDPI, vol. 14(9), pages 1-14, April.
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    2. Torok Laszlo, 2023. "Correlation of Greenhouse Gas Emissions with Economic Growth in the European Union (2010-2019)," International Journal of Energy Economics and Policy, Econjournals, vol. 13(4), pages 102-110, July.

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