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The impacts of GDP, trade structure, exchange rate and FDI inflows on China's carbon emissions

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  • Zhang, Yu
  • Zhang, Sufang

Abstract

This paper examines the impacts of GDP, trade structure, exchange rate and FDI (foreign direct investment) inflows on China's carbon emissions from 1982 to 2016 and verifies the validity of EKC (Environmental Kuznets Curve) hypothesis for China. Differentiated from the existing literature which rarely considers services trade and exchange rate, this paper uses the proportion of services trade to measure trade structure, and exchange rate as one of the independent variables. Firstly, the stability of each variable is tested by ADF (Augmented Dickey-Fuller) and NP (Ng-Perron) test. Then, ARDL bound test is used to test the cointegration of the variables as it has better properties than traditional cointegration methods and is more suitable for the model in this paper. Thirdly, Error Correction Model is used to analyze the long-term and short-term dynamic relationship between the variables. Fourthly, the Granger causality test based on the VAR is performed. It is found that during the study period EKC hypothesis was valid for China, and that whilst the impacts of both services trade and exchange rate on China's carbon emissions were negative, the impacts of FDI inflows were positive. Conclusions and policy implications are provided at the end of the paper.

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  • Zhang, Yu & Zhang, Sufang, 2018. "The impacts of GDP, trade structure, exchange rate and FDI inflows on China's carbon emissions," Energy Policy, Elsevier, vol. 120(C), pages 347-353.
    • Handle: RePEc:eee:enepol:v:120:y:2018:i:c:p:347-353
    DOI: 10.1016/j.enpol.2018.05.056
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    1. 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.
    2. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Friedl, Birgit & Getzner, Michael, 2003. "Determinants of CO2 emissions in a small open economy," Ecological Economics, Elsevier, vol. 45(1), pages 133-148, April.
    8. Shao, Shuai & Yang, Lili & Yu, Mingbo & Yu, Mingliang, 2011. "Estimation, characteristics, and determinants of energy-related industrial CO2 emissions in Shanghai (China), 1994-2009," Energy Policy, Elsevier, vol. 39(10), pages 6476-6494, October.
    9. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    10. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    11. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    12. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    13. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
    14. Ren, Shenggang & Yuan, Baolong & Ma, Xie & Chen, Xiaohong, 2014. "International trade, FDI (foreign direct investment) and embodied CO2 emissions: A case study of Chinas industrial sectors," China Economic Review, Elsevier, vol. 28(C), pages 123-134.
    15. Ding, Tao & Ning, Yadong & Zhang, Yan, 2018. "The contribution of China’s bilateral trade to global carbon emissions in the context of globalization," Structural Change and Economic Dynamics, Elsevier, vol. 46(C), pages 78-88.
    16. Seker, Fahri & Ertugrul, Hasan Murat & Cetin, Murat, 2015. "The impact of foreign direct investment on environmental quality: A bounds testing and causality analysis for Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 347-356.
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