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Is China Growing Dirty? A Cointegration Analysis with Structural Breaks

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  • Mustafa Naimoglu

    (Bingöl Üniversitesi, İktisadi ve İdari Bilimler Fakültesi, İktisat Bölümü, Bingöl, Türkiye)

  • Sefa Özbek

    (Tarsus Üniversitesi, Uygulamalı Bilimler Fakültesi, Gümrük İşletme Bölümü, Mersin, Türkiye)

Abstract

Economic growth and development are some of the most important macroeconomic targets for national economies. Many ways exist for achieving these goals, and ensuring sustainability has a very important place. How much economic growth and development need to contribute to increasing human welfare, the quality and characteristics of growth in a national economy become important. This study examines the relationships among energy consumption, trade liberalization, economic growth, and CO2 emissions over the sample period of 1971-2018 in the Chinese economy, which saw a 393.64% per capita increase in energy use, 3,180.01% increase in gross domestic product per capita, and 610.515% increase in CO2 emissions per capita in 2018 compared to 1971. The study first tests the stationarity of the variables using the Zivot and Andrews (1992) unit root tests with structural breaks. The presence of long-term relationships among the variables was investigated using the Gregory and Hansen (1996) cointegration test, which includes structural breaks in the model. The short- and long-term coefficient estimations were analyzed using the Full Modified Ordinary Least Squares (FMOLS) and canonical cointegration regression (CCR) methods. Estimates for the short- and long-term coefficients were analyzed using the FMOLS and CCR methods. The results show that economic growth and energy consumption increase CO2 emissions in the short and long term. Therefore, pollution growth is determined to have taken place in China. This result stands out as an important problem in China. The high level of CO2 emissions in China and the fact that this problem has a significant weight on a global scale removes the problem from being local. Therefore, politicians need to take concrete steps immediately to solve this problem.

Suggested Citation

  • Mustafa Naimoglu & Sefa Özbek, 2022. "Is China Growing Dirty? A Cointegration Analysis with Structural Breaks," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 9(2), pages 245-264, July.
  • Handle: RePEc:ist:iujepr:v:9:y:2022:i:2:p:245-264
    DOI: 10.26650/JEPR1055637
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Park, Joon Y, 1992. "Canonical Cointegrating Regressions," Econometrica, Econometric Society, vol. 60(1), pages 119-143, January.
    3. Chang, Ching-Chih, 2010. "A multivariate causality test of carbon dioxide emissions, energy consumption and economic growth in China," Applied Energy, Elsevier, vol. 87(11), pages 3533-3537, November.
    4. Howard Pack, 1994. "Endogenous Growth Theory: Intellectual Appeal and Empirical Shortcomings," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 55-72, Winter.
    5. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    6. Myeong Hwan Kim & Nodir Adilov, 2012. "The lesser of two evils: an empirical investigation of foreign direct investment-pollution tradeoff," Applied Economics, Taylor & Francis Journals, vol. 44(20), pages 2597-2606, July.
    7. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    8. 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.
    9. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    10. Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "Energy consumption, pollutant emissions and economic growth in South Africa," Energy Economics, Elsevier, vol. 32(6), pages 1374-1382, November.
    11. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    12. Ozturk, Ilhan & Acaravci, Ali, 2013. "The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey," Energy Economics, Elsevier, vol. 36(C), pages 262-267.
    13. Fine, Ben, 2000. "Endogenous Growth Theory: A Critical Assessment," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 24(2), pages 245-265, March.
    14. Selma J. Mushkin, 1962. "Health as an Investment," NBER Chapters, in: Investment in Human Beings, pages 129-157, National Bureau of Economic Research, Inc.
    15. Abdulnasser Hatemi-J, 2008. "Tests for cointegration with two unknown regime shifts with an application to financial market integration," Empirical Economics, Springer, vol. 35(3), pages 497-505, November.
    16. Theodore W. Schultz, 1960. "Capital Formation by Education," Journal of Political Economy, University of Chicago Press, vol. 68(6), pages 571-571.
    17. Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
    18. Jeyhun I. Mikayilov & Marzio Galeotti & Fakhri J. Hasanov, 2018. "The Impact of Economic Growth on CO2 Emissions in Azerbaijan," IEFE Working Papers 102, IEFE, Center for Research on Energy and Environmental Economics and Policy, Universita' Bocconi, Milano, Italy.
    19. Lotfalipour, Mohammad Reza & Falahi, Mohammad Ali & Ashena, Malihe, 2010. "Economic growth, CO2 emissions, and fossil fuels consumption in Iran," Energy, Elsevier, vol. 35(12), pages 5115-5120.
    20. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    21. Muhammad Shahbaz & Saleheen Khan & Amjad Ali & Mita Bhattacharya, 2017. "The Impact Of Globalization On Co2 Emissions In China," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 62(04), pages 929-957, September.
    22. Pata, Ugur Korkut, 2018. "The influence of coal and noncarbohydrate energy consumption on CO2 emissions: Revisiting the environmental Kuznets curve hypothesis for Turkey," Energy, Elsevier, vol. 160(C), pages 1115-1123.
    23. Myeong Hwan Kim & Nodir Adilov, 2012. "The lesser of two evils: an empirical investigation of foreign direct investment-pollution tradeoff," Applied Economics, Taylor & Francis Journals, vol. 44(20), pages 2597-2606, July.
    24. Selma J. Mushkin, 1962. "Health as an Investment," Journal of Political Economy, University of Chicago Press, vol. 70(5), pages 129-129.
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    More about this item

    Keywords

    Energy consumption; trade liberalization; CO2 emissions; economic growth; China JEL Classification : C22 ; F41 ; Q43;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

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