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The relationship between energy consumption, economic growth, and CO2 emissions in China: the role of urbanisation and international trade

Author

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  • Maxwell Kongkuah

    (Jiangsu University)

  • Hongxing Yao

    (Jiangsu University)

  • Veli Yilanci

    (Sakarya University)

Abstract

The study tests the EKC hypothesis, forecasts future paths, and models the dynamic relationship between ecological and economic variables in China. The problem of sustainable and green growth in China arises with the rebirth of the Belt and Road Initiative (BRI) program. Although there has been various research on the subject, the basic EKC model results are often conflicting. To obtain consistent parameter estimates, the basic EKC model was extended; the study’s contributions or novelties include avoiding the omitted variable bias by introducing urbanisation rate and international trade, which according to the literature, simultaneously influence pollution levels significantly. Also, more recent and robust estimation techniques including the Fourier ADF (FADF) unit root test, the time-varying bootstrap causality test, the Fourier ADL and Gregory-Hansen cointegration tests, fully modified ordinary least squares (FMOLS), vector error correction model (VECM), and the forecast error variance decomposition (FEVD) analysis were employed. The techniques mentioned earlier were confirmed using traditional methods such as the Johansen cointegration test and the traditional testing methods for unit root. The EKC is not valid in China. Cointegration and long-run relationships are established. Also, the future path of CO2 emissions continues to be on the rise. While economic growth, energy consumption and trade significantly increase CO2 emissions, urbanisation significantly lessens pollution from CO2 emissions in the long run. Policy recommendations include using new technologies, energy diversification, and the ultimate switch to clean energy use, including hydropower, wind power, solar energy, bio-energy, and tidal energy. Also, the need for increased urbanisation in China is critical to reducing CO2 emissions. It is partly because urban agglomeration allows for the same output to be produced using fewer resources.

Suggested Citation

  • Maxwell Kongkuah & Hongxing Yao & Veli Yilanci, 2022. "The relationship between energy consumption, economic growth, and CO2 emissions in China: the role of urbanisation and international trade," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4684-4708, April.
    • Handle: RePEc:spr:endesu:v:24:y:2022:i:4:d:10.1007_s10668-021-01628-1
    DOI: 10.1007/s10668-021-01628-1
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    as
    1. 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.
    2. Martínez-Zarzoso, Inmaculada & Maruotti, Antonello, 2011. "The impact of urbanization on CO2 emissions: Evidence from developing countries," Ecological Economics, Elsevier, vol. 70(7), pages 1344-1353, May.
    3. Muhammad Shahbaz & Smile Dube & Ilhan Ozturk & Abdul Jalil, 2015. "Testing the Environmental Kuznets Curve Hypothesis in Portugal," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 475-481.
    4. Jamil, Faisal & Ahmad, Eatzaz, 2010. "The relationship between electricity consumption, electricity prices and GDP in Pakistan," Energy Policy, Elsevier, vol. 38(10), pages 6016-6025, October.
    5. KWAKWA, Paul Adjei & ALHASSAN, Hamdiyah & ADZAWLA, William, 2020. "The Long-Run Environmental Effect Of Aquaculture And Food Trade In Egypt," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 23(2), October.
    6. 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.
    7. 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.
    8. Ghali, Khalifa H. & El-Sakka, M. I. T., 2004. "Energy use and output growth in Canada: a multivariate cointegration analysis," Energy Economics, Elsevier, vol. 26(2), pages 225-238, March.
    9. Liddle, Brantley, 2001. "Free trade and the environment-development system," Ecological Economics, Elsevier, vol. 39(1), pages 21-36, October.
    10. Kaika, Dimitra & Zervas, Efthimios, 2013. "The environmental Kuznets curve (EKC) theory. Part B: Critical issues," Energy Policy, Elsevier, vol. 62(C), pages 1403-1411.
    11. Muhammad Kamran Khan & Muhammad Imran Khan & Muhammad Rehan, 2020. "The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-13, December.
    12. Ogechi Adeola & Olaniyi Evans, 2017. "Financial inclusion, financial development, and economic diversification in Nigeria," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(3), pages 1-15, July-Sept.
    13. Soytas, Ugur & Sari, Ramazan, 2006. "Energy consumption and income in G-7 countries," Journal of Policy Modeling, Elsevier, vol. 28(7), pages 739-750, October.
    14. Zhike Lv & Ting Xu, 2019. "Trade openness, urbanization and CO emissions: Dynamic panel data analysis of middle-income countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(3), pages 317-330, April.
    15. Damette, Olivier & Seghir, Majda, 2013. "Energy as a driver of growth in oil exporting countries?," Energy Economics, Elsevier, vol. 37(C), pages 193-199.
    16. Banerjee, Piyali & Arčabić, Vladimir & Lee, Hyejin, 2017. "Fourier ADL cointegration test to approximate smooth breaks with new evidence from Crude Oil Market," Economic Modelling, Elsevier, vol. 67(C), pages 114-124.
    17. Walter Enders & Junsoo Lee, 2012. "A Unit Root Test Using a Fourier Series to Approximate Smooth Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(4), pages 574-599, August.
    18. Sadorsky, Perry, 2011. "Financial development and energy consumption in Central and Eastern European frontier economies," Energy Policy, Elsevier, vol. 39(2), pages 999-1006, February.
    19. Sarkodie, Samuel Asumadu & Adom, Philip Kofi, 2018. "Determinants of energy consumption in Kenya: A NIPALS approach," Energy, Elsevier, vol. 159(C), pages 696-705.
    20. Khadiga Mohamed El-Aasar & Shaimaa A. Hanafy, 2018. "Investigating the Environmental Kuznets Curve Hypothesis in Egypt: The Role of Renewable Energy and Trade in Mitigating GHGs," International Journal of Energy Economics and Policy, Econjournals, vol. 8(3), pages 177-184.
    21. Sunghoon Chung, 2020. "Understanding the role of China's domestic market in the (unequal) growth of world economy," The World Economy, Wiley Blackwell, vol. 43(8), pages 2199-2221, August.
    22. Jing Gao & Lei Zhang, 2021. "Does biomass energy consumption mitigate CO2 emissions? The role of economic growth and urbanization: evidence from developing Asia," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 26(1), pages 96-115, January.
    23. Douglas A. Irwin, 2019. "Does Trade Reform Promote Economic Growth? A Review of Recent Evidence," Working Paper Series WP19-9, Peterson Institute for International Economics.
    24. R. Scott Hacker & Abdulnasser Hatemi-J, 2006. "Tests for causality between integrated variables using asymptotic and bootstrap distributions: theory and application," Applied Economics, Taylor & Francis Journals, vol. 38(13), pages 1489-1500.
    25. Evans, Olaniyi & Adeniji, Sesan & Nwaogwugwu, Isaac & Kelikume, Ikechukwu & Dakare, Olamitunji & Oke, Olubode, 2018. "The relative effect of monetary and fiscal policy on economic development in Africa: a GMM approach to the St. Louis equation," BizEcons Quarterly, Strides Educational Foundation, vol. 2, pages 3-23.
    26. 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.
    27. Baranzini, Andrea & Weber, Sylvain & Bareit, Markus & Mathys, Nicole A., 2013. "The causal relationship between energy use and economic growth in Switzerland," Energy Economics, Elsevier, vol. 36(C), pages 464-470.
    28. Jalil, Abdul & Mahmud, Syed F., 2009. "Environment Kuznets curve for CO2 emissions: A cointegration analysis for China," Energy Policy, Elsevier, vol. 37(12), pages 5167-5172, December.
    29. Poumanyvong, Phetkeo & Kaneko, Shinji, 2010. "Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis," Ecological Economics, Elsevier, vol. 70(2), pages 434-444, December.
    30. Laia Pié & Laura Fabregat-Aibar & Marc Saez, 2018. "The Influence of Imports and Exports on the Evolution of Greenhouse Gas Emissions: The Case for the European Union," Energies, MDPI, vol. 11(7), pages 1-14, June.
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