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Investigating the Dynamic Association Among CO2 Emission, Energy Use, and Economic Growth: Evidence From China

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  • Abdul Rehman
  • Hengyun Ma
  • Munir Ahmad
  • Abdul Rauf

Abstract

Environmental pollution and climatic variations are due to CO 2 emissions and considered an important global issue. The key aim of this study was to investigate the dynamic association among CO 2 emission, energy use, and economic growth in China. Secondary data was used in this study ranging from 1971 to 2014, and data stationarity was verified by applying the Augmented Dickey-Fuller unit root test. The autoregressive distributed lag (ARDL) bounds testing approach and Granger causality test with vector error correction model was used to check the causal connection amid the study variables. Outcomes expose that energy use, economic growth and gross domestic product has positive coefficients through long-run analysis with p -values (.062), (.000), and (.100), respectively, that validate the significant association with CO 2 emission. Furthermore, the outcomes of short-run analysis also uncover that energy use, economic growth, and gross domestic product have a significant association with CO 2 emission in China. Potential conservative policies are needed from the Chinese government to reduce CO 2 emissions and resources to resolve the problem without impacting the economic progress.

Suggested Citation

  • Abdul Rehman & Hengyun Ma & Munir Ahmad & Abdul Rauf, 2023. "Investigating the Dynamic Association Among CO2 Emission, Energy Use, and Economic Growth: Evidence From China," SAGE Open, , vol. 13(3), pages 21582440211, July.
    • Handle: RePEc:sae:sagope:v:13:y:2023:i:3:p:21582440211060829
    DOI: 10.1177/21582440211060829
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    1. Pao, Hsiao-Tien & Yu, Hsiao-Cheng & Yang, Yeou-Herng, 2011. "Modeling the CO2 emissions, energy use, and economic growth in Russia," Energy, Elsevier, vol. 36(8), pages 5094-5100.
    2. Goodness C. Aye & Prosper Ebruvwiyo Edoja, 2017. "Effect of economic growth on CO2 emission in developing countries: Evidence from a dynamic panel threshold model," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1379239-137, January.
    3. Salim, Ruhul A. & Hassan, Kamrul & Shafiei, Sahar, 2014. "Renewable and non-renewable energy consumption and economic activities: Further evidence from OECD countries," Energy Economics, Elsevier, vol. 44(C), pages 350-360.
    4. Shekhar Mishra & Avik Sinha & Arshian Sharif & Norazah Mohd Suki, 2020. "Dynamic linkages between tourism, transportation, growth and carbon emission in the USA: evidence from partial and multiple wavelet coherence," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(21), pages 2733-2755, November.
    5. Mohd Shahidan Shaari & Nor Ermawati Hussain & Hussin Abdullah & Syahida Kamil, 2014. "Relationship among Foreign Direct Investment, Economic Growth and CO2 Emission: A Panel Data Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 4(4), pages 706-715.
    6. Bhattacharya, Mita & Awaworyi Churchill, Sefa & Paramati, Sudharshan Reddy, 2017. "The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions," Renewable Energy, Elsevier, vol. 111(C), pages 157-167.
    7. 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.
    8. Mounir Ben Mbarek & Kais Saidi & Mohammad Mafizur Rahman, 2018. "Renewable and non-renewable energy consumption, environmental degradation and economic growth in Tunisia," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(3), pages 1105-1119, May.
    9. Asif Razzaq & Arshian Sharif & Paiman Ahmad & Kittisak Jermsittiparsert, 2021. "Asymmetric role of tourism development and technology innovation on carbon dioxide emission reduction in the Chinese economy: Fresh insights from QARDL approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 176-193, January.
    10. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    11. Azam Chaudhry, 2010. "A Panel Data Analysis of Electricity Demand in Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 15(Special E), pages 75-106, September.
    12. John Loizides & George Vamvoukas, 2005. "Government Expenditure and Economic Growth: Evidence from Trivariate Causality Testing," Journal of Applied Economics, Taylor & Francis Journals, vol. 8(1), pages 125-152, May.
    13. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    14. Paramati, Sudharshan Reddy & Mo, Di & Gupta, Rakesh, 2017. "The effects of stock market growth and renewable energy use on CO2 emissions: Evidence from G20 countries," Energy Economics, Elsevier, vol. 66(C), pages 360-371.
    15. Rongrong Li & Min Su, 2017. "The Role of Natural Gas and Renewable Energy in Curbing Carbon Emission: Case Study of the United States," Sustainability, MDPI, vol. 9(4), pages 1-18, April.
    16. Sharif, Arshian & Mishra, Shekhar & Sinha, Avik & Jiao, Zhilun & Shahbaz, Muhammad & Afshan, Sahar, 2020. "The renewable energy consumption-environmental degradation nexus in Top-10 polluted countries: Fresh insights from quantile-on-quantile regression approach," Renewable Energy, Elsevier, vol. 150(C), pages 670-690.
    17. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    18. Ohler, Adrienne & Fetters, Ian, 2014. "The causal relationship between renewable electricity generation and GDP growth: A study of energy sources," Energy Economics, Elsevier, vol. 43(C), pages 125-139.
    19. Hu, Jin-Li & Lin, Cheng-Hsun, 2008. "Disaggregated energy consumption and GDP in Taiwan: A threshold co-integration analysis," Energy Economics, Elsevier, vol. 30(5), pages 2342-2358, September.
    20. Kan, Siyi & Chen, Bin & Chen, Guoqian, 2019. "Worldwide energy use across global supply chains: Decoupled from economic growth?," Applied Energy, Elsevier, vol. 250(C), pages 1235-1245.
    21. Sharif, Arshian & Iqbal Godil, Danish & Xu, Bingjie & Sinha, Avik & Abdul Rehman Khan, Syed & Jermsittiparsert, Kittisak, 2020. "Revisiting the Role of Tourism and Globalization in Environmental Degradation in China: Fresh Insights from the Quantile ARDL Approach," MPRA Paper 101156, University Library of Munich, Germany, revised 2020.
    22. Wang, Shaojian & Fang, Chuanglin & Guan, Xingliang & Pang, Bo & Ma, Haitao, 2014. "Urbanisation, energy consumption, and carbon dioxide emissions in China: A panel data analysis of China’s provinces," Applied Energy, Elsevier, vol. 136(C), pages 738-749.
    23. Chiu, Yi-Bin, 2017. "Carbon dioxide, income and energy: Evidence from a non-linear model," Energy Economics, Elsevier, vol. 61(C), pages 279-288.
    24. Zhou, Sheng & Wang, Yu & Zhou, Yuyu & Clarke, Leon E. & Edmonds, James A., 2018. "Roles of wind and solar energy in China’s power sector: Implications of intermittency constraints," Applied Energy, Elsevier, vol. 213(C), pages 22-30.
    25. 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.
    26. Lee, Jung Wan, 2013. "The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth," Energy Policy, Elsevier, vol. 55(C), pages 483-489.
    27. Kofi Adom, Philip & Bekoe, William & Amuakwa-Mensah, Franklin & Mensah, Justice Tei & Botchway, Ebo, 2012. "Carbon dioxide emissions, economic growth, industrial structure, and technical efficiency: Empirical evidence from Ghana, Senegal, and Morocco on the causal dynamics," Energy, Elsevier, vol. 47(1), pages 314-325.
    28. Mustapha Ben Hassine & Nizar Harrathi, 2017. "The Causal Links between Economic Growth, Renewable Energy, Financial Development and Foreign Trade in Gulf Cooperation Council Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 7(2), pages 76-85.
    29. Okoye, Chiemeka Onyeka & Solyalı, Oğuz, 2017. "Optimal sizing of stand-alone photovoltaic systems in residential buildings," Energy, Elsevier, vol. 126(C), pages 573-584.
    30. Kais Saidi & Sami Hammami, 2015. "The Effect of Energy Consumption and Economic Growth on Co2 Emissions:Evidence from 58 Countries," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 3(3), pages 91-104, September.
    31. Ahmed, Khalid & Mahalik, Mantu Kumar & Shahbaz, Muhammad, 2016. "Dynamics between economic growth, labor, capital and natural resource abundance in Iran: An application of the combined cointegration approach," Resources Policy, Elsevier, vol. 49(C), pages 213-221.
    32. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
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