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The Imperativeness of Environmental Quality in China Amidst Renewable Energy Consumption and Trade Openness

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  • Özgür Bayram Soylu

    (Department of Economics, Faculty of Economics and Administrative Sciences, Kocaeli University, Kocaeli 41001, Turkey)

  • Tomiwa Sunday Adebayo

    (Department of Business Administration, Faculty of Economics and Administrative Science, Cyprus International University, Nicosia 99258, Turkey)

  • Dervis Kirikkaleli

    (Department of Banking and Finance, Faculty of Economics and Administrative Sciences, European University of Lefke, Lefke 99010, Turkey)

Abstract

It is widely accepted that CO 2 emissions are the primary cause of climate change and environmental destruction. China, the world’s biggest carbon emitter, is the subject of this research. Utilizing the wavelet tools (wavelet correlation, wavelet coherence, multiple wavelet coherence, and partial wavelet coherence), the present study intends to capture the time-frequency dependence between CO 2 emissions and renewable energy, economic growth, trade openness, and energy usage in China between 1965 and 2019. The advantage of the wavelet tools is that they can differentiate between short, medium, and long-run dynamics over the period of study. Furthermore, the study utilized the gradual shift causality test to capture the causal interconnection between CO 2 emissions and the regressors. The findings from Bayer and Hanck showed a long-run relationship among the variables of interest. Furthermore, the findings from the wavelet coherence test revealed a positive relationship between CO 2 emissions and economic growth and energy usage at all frequencies. Although there is a weak negative relationship between renewable energy and CO 2 emissions in the short run, there is no significant co-movement between CO 2 emissions and trade openness. The outcomes of the partial and multiple wavelet coherence also give credence to the outcomes of the wavelet coherence test. Lastly, the gradual shift causality test revealed a one-way causality from energy usage and economic growth to CO 2 emissions. Based on the findings, suitable policy suggestions were proposed.

Suggested Citation

  • Özgür Bayram Soylu & Tomiwa Sunday Adebayo & Dervis Kirikkaleli, 2021. "The Imperativeness of Environmental Quality in China Amidst Renewable Energy Consumption and Trade Openness," Sustainability, MDPI, vol. 13(9), pages 1-22, April.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:9:p:5054-:d:547181
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    1. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    2. 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.
    3. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    4. Destek, Mehmet & Sinha, Avik, 2020. "Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: Evidence from organisation for economic Co-operation and development countries," MPRA Paper 104246, University Library of Munich, Germany, revised 2020.
    5. 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.
    6. Ben Jebli, Mehdi & Farhani, Sahbi & Guesmi, Khaled, 2020. "Renewable energy, CO2 emissions and value added: Empirical evidence from countries with different income levels," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 402-410.
    7. Tomiwa Sunday Adebayo & Dervis Kirikkaleli, 2021. "Impact of renewable energy consumption, globalization, and technological innovation on environmental degradation in Japan: application of wavelet tools," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16057-16082, November.
    8. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    9. 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.
    10. Jean Pierre Namahoro & Qiaosheng Wu & Haijun Xiao & Na Zhou, 2021. "The Impact of Renewable Energy, Economic and Population Growth on CO 2 Emissions in the East African Region: Evidence from Common Correlated Effect Means Group and Asymmetric Analysis," Energies, MDPI, vol. 14(2), pages 1-21, January.
    11. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    12. Pata, Ugur Korkut & Caglar, Abdullah Emre, 2021. "Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break," Energy, Elsevier, vol. 216(C).
    13. Anindya Banerjee & Juan Dolado & Ricardo Mestre, 1998. "Error‐correction Mechanism Tests for Cointegration in a Single‐equation Framework," Journal of Time Series Analysis, Wiley Blackwell, vol. 19(3), pages 267-283, May.
    14. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    15. Zeren, Feyyaz & Akkuş, Hilmi Tunahan, 2020. "The relationship between renewable energy consumption and trade openness: New evidence from emerging economies," Renewable Energy, Elsevier, vol. 147(P1), pages 322-329.
    16. Nuno Carlos Leitão & Daniel Balsalobre Lorente, 2020. "The Linkage between Economic Growth, Renewable Energy, Tourism, CO 2 Emissions, and International Trade: The Evidence for the European Union," Energies, MDPI, vol. 13(18), pages 1-16, September.
    17. Husam Rjoub & Jamiu Adetola Odugbesan & Tomiwa Sunday Adebayo & Wing-Keung Wong, 2021. "Sustainability of the Moderating Role of Financial Development in the Determinants of Environmental Degradation: Evidence from Turkey," Sustainability, MDPI, vol. 13(4), pages 1-18, February.
    18. Sebri, Maamar & Ben-Salha, Ousama, 2014. "On the causal dynamics between economic growth, renewable energy consumption, CO2 emissions and trade openness: Fresh evidence from BRICS countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 14-23.
    19. Fuzhong Chen & Guohai Jiang & Getachew Magnar Kitila, 2021. "Trade Openness and CO 2 Emissions: The Heterogeneous and Mediating Effects for the Belt and Road Countries," Sustainability, MDPI, vol. 13(4), pages 1-16, February.
    20. Mutascu, Mihai, 2018. "A time-frequency analysis of trade openness and CO2 emissions in France," Energy Policy, Elsevier, vol. 115(C), pages 443-455.
    21. Bingjie Xu & Ruoyu Zhong & Hui Qiao, 2020. "The impact of biofuel consumption on CO2 emissions: A panel data analysis for seven selected G20 countries," Energy & Environment, , vol. 31(8), pages 1498-1514, December.
    22. Jamiu Adetola Odugbesan & Husam Rjoub, 2020. "Relationship Among Economic Growth, Energy Consumption, CO2 Emission, and Urbanization: Evidence From MINT Countries," SAGE Open, , vol. 10(2), pages 21582440209, April.
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