IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i15p9396-d877504.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/15/9396/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/15/9396/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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.
    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. 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.
    2. Huiyuan Lu & Zhengyong Shang & Yanling Ruan & Linlin Jiang, 2023. "Study on Urban Expansion and Population Density Changes Based on the Inverse S-Shaped Function," Sustainability, MDPI, vol. 15(13), pages 1-19, July.

    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. Shahbaz, Muhammad & Haouas, Ilham & Hoang, Thi Hong Van, 2019. "Economic growth and environmental degradation in Vietnam: Is the environmental Kuznets curve a complete picture?," Emerging Markets Review, Elsevier, vol. 38(C), pages 197-218.
    2. Stavros Tsiantikoudis & Eleni Zafeiriou & Grigorios Kyriakopoulos & Garyfallos Arabatzis, 2019. "Revising the Environmental Kuznets Curve for Deforestation: An Empirical Study for Bulgaria," Sustainability, MDPI, vol. 11(16), pages 1-16, August.
    3. Bölük, Gülden & Mert, Mehmet, 2015. "The renewable energy, growth and environmental Kuznets curve in Turkey: An ARDL approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 587-595.
    4. Kanjilal, Kakali & Ghosh, Sajal, 2013. "Environmental Kuznet’s curve for India: Evidence from tests for cointegration with unknown structuralbreaks," Energy Policy, Elsevier, vol. 56(C), pages 509-515.
    5. Ghosh, Sajal, 2010. "Examining carbon emissions economic growth nexus for India: A multivariate cointegration approach," Energy Policy, Elsevier, vol. 38(6), pages 3008-3014, June.
    6. Oktay KIZILKAYA, 2017. "The Impact of Economic Growth and Foreign Direct Investment on CO2 Emissions: The Case of Turkey," Turkish Economic Review, KSP Journals, vol. 4(1), pages 106-118, March.
    7. Halicioglu, Ferda & Ketenci, Natalya, 2015. "The impact of international trade on environmental quality in transition countries: evidence from time series data during 1991-2013," MPRA Paper 71097, University Library of Munich, Germany, revised 2015.
    8. Ozturk, Ilhan & Acaravci, Ali, 2010. "CO2 emissions, energy consumption and economic growth in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3220-3225, December.
    9. Azad Haider & Muhammad Iftikhar ul Husnain & Wimal Rankaduwa & Farzana Shaheen, 2021. "Nexus between Nitrous Oxide Emissions and Agricultural Land Use in Agrarian Economy: An ARDL Bounds Testing Approach," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
    10. Muhammad, Shahbaz & Lean, Hooi Hooi & Muhammad, Shahbaz Shabbir, 2011. "Environmental Kuznets Curve and the role of energy consumption in Pakistan," MPRA Paper 34929, University Library of Munich, Germany, revised 22 Nov 2011.
    11. Shahbaz, Muhammad & Ozturk, Ilhan & Afza, Talat & Ali, Amjad, 2013. "Revisiting the environmental Kuznets curve in a global economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 494-502.
    12. Tobechi F. Agbanike & Chinazaekpere Nwani & Uwazie I. Uwazie & Lasbrey I. Anochiwa & Thank-God C. Onoja & Ikwor O. Ogbonnaya, 2019. "Oil price, energy consumption and carbon dioxide (CO2) emissions: insight into sustainability challenges in Venezuela," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 28(1), pages 1-26, December.
    13. Alshehry, Atef Saad & Belloumi, Mounir, 2017. "Study of the environmental Kuznets curve for transport carbon dioxide emissions in Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1339-1347.
    14. Hlalefang Khobai & Katlego Sithole, 2022. "The Relationship between Economic Growth and Carbon Emissions in South Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 12(2), pages 516-525, March.
    15. Eyup Dogan & Nigar Taspinar & Korhan K Gokmenoglu, 2019. "Determinants of ecological footprint in MINT countries," Energy & Environment, , vol. 30(6), pages 1065-1086, September.
    16. Sugiawan, Yogi & Managi, Shunsuke, 2016. "The environmental Kuznets curve in Indonesia: Exploring the potential of renewable energy," Energy Policy, Elsevier, vol. 98(C), pages 187-198.
    17. Lin, Boqiang & Moubarak, Mohamed & Ouyang, Xiaoling, 2014. "Carbon dioxide emissions and growth of the manufacturing sector: Evidence for China," Energy, Elsevier, vol. 76(C), pages 830-837.
    18. Islam, Faridul & Shahbaz , Muhammad & Butt, Muhammad Sabihuddin, 2013. "Is There an Environmental Kuznets Curve for Bangladesh? Evidence from ARDL Bounds Testing Approach," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 36(4), pages 1-23, December.
    19. Shahbaz, Muhammad & Khraief, Naceur & Uddin, Gazi Salah & Ozturk, Ilhan, 2014. "Environmental Kuznets curve in an open economy: A bounds testing and causality analysis for Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 325-336.
    20. Jahangir Alam, Mohammad & Ara Begum, Ismat & Buysse, Jeroen & Van Huylenbroeck, Guido, 2012. "Energy consumption, carbon emissions and economic growth nexus in Bangladesh: Cointegration and dynamic causality analysis," Energy Policy, Elsevier, vol. 45(C), pages 217-225.

    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:gam:jsusta:v:14:y:2022:i:15:p:9396-:d:877504. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.