IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v53y2019i1d10.1007_s11135-018-0755-0.html
   My bibliography  Save this article

Chinese growth and dilemmas: modelling energy consumption, CO2 emissions and growth in China

Author

Listed:
  • Najid Ahmad

    (Hunan University of Science and Technology)

  • Liangsheng Du

    (Dongbei University of Finance and Economics)

  • Xian-Liang Tian

    (Zhongnan University of Economics and Law)

  • Jianlin Wang

    (Dongbei University of Finance and Economics)

Abstract

Global warming appears world challenging problem of current age. International communities have agreed in recent Paris agreement to reduce global pollution to certain level and have shown great concern with Chinese pollution. China is not only the world second largest and fast growing economy but the highest CO2 emitters as 29.4% world emissions source is China. This paper adds in this debate by exploring cointegration and causal relation between real GDP per capita, CO2 emissions per capita, energy consumption per capita and urban population for China utilizing annual data for the period of 1971–2014. Autoregressive distributed lag model has been used to confirm the cointegration among variables. Results reveal short run income coefficient is positive while it turns to negative and insignificant in long run marking that growth and development is supportive in CO2 emissions reduction in China. Its insignificancy gives impression that only growth dependency to overcome CO2 emissions will not be appropriate choice for China. By introducing income cubic function, N-shape relation between income and CO2 emissions was found in long run that re-emphasis though income is helping in emissions reduction, however, there is need to dependent on multiple environmental policies. Further, results show that energy consumption has positive and significant impact on CO2 emissions and energy coefficient was becoming fatter with the time. Urban population was insignificant while it turns to negative and significant with income cubic model suggesting that urbanization process is not adding to pollution emissions in China. Overall, results give feelings that model with income cubic function is suited well for Chinese economy. FMOLS and GMM estimators confirm ARDL results are robust. In addition, this paper also explores causal relation between the variables by utilizing error correction based on granger causality models.

Suggested Citation

  • Najid Ahmad & Liangsheng Du & Xian-Liang Tian & Jianlin Wang, 2019. "Chinese growth and dilemmas: modelling energy consumption, CO2 emissions and growth in China," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 315-338, January.
  • Handle: RePEc:spr:qualqt:v:53:y:2019:i:1:d:10.1007_s11135-018-0755-0
    DOI: 10.1007/s11135-018-0755-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11135-018-0755-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11135-018-0755-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    2. 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.
    3. 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.
    4. 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.
    5. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    6. Saboori, Behnaz & Sulaiman, Jamalludin, 2013. "CO2 emissions, energy consumption and economic growth in Association of Southeast Asian Nations (ASEAN) countries: A cointegration approach," Energy, Elsevier, vol. 55(C), pages 813-822.
    7. Apergis, Nicholas & Payne, James E., 2010. "The emissions, energy consumption, and growth nexus: Evidence from the commonwealth of independent states," Energy Policy, Elsevier, vol. 38(1), pages 650-655, January.
    8. 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.
    9. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    10. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    11. 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.
    12. Kazi Sohag & Rawshan Begum & Sharifah Abdullah, 2015. "Dynamic impact of household consumption on its CO 2 emissions in Malaysia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 17(5), pages 1031-1043, October.
    13. James Laurenceson & Joseph C.H. Chai, 2003. "Financial Reform and Economic Development in China," Books, Edward Elgar Publishing, number 2714.
    14. Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
    15. 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.
    16. Tsai, Bi-Huei & Chang, Chih-Jen & Chang, Chun-Hsien, 2016. "Elucidating the consumption and CO2 emissions of fossil fuels and low-carbon energy in the United States using Lotka–Volterra models," Energy, Elsevier, vol. 100(C), pages 416-424.
    17. John Loizides & George Vamvoukas, 2005. "Government expenditure and economic growth: Evidence from trivariate causality testing," Journal of Applied Economics, Universidad del CEMA, vol. 8, pages 125-152, May.
    18. Narayan, Paresh Kumar & Narayan, Seema, 2010. "Carbon dioxide emissions and economic growth: Panel data evidence from developing countries," Energy Policy, Elsevier, vol. 38(1), pages 661-666, January.
    19. Ahmed, Khalid & Bhattacharya, Mita & Qazi, Ahmer Qasim & Long, Wei, 2016. "Energy consumption in China and underlying factors in a changing landscape: Empirical evidence since the reform period," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 224-234.
    20. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter?," Energy Policy, Elsevier, vol. 68(C), pages 490-497.
    21. Ahmad, Najid & Du, Liangsheng & Lu, Jiye & Wang, Jianlin & Li, Hong-Zhou & Hashmi, Muhammad Zaffar, 2017. "Modelling the CO2 emissions and economic growth in Croatia: Is there any environmental Kuznets curve?," Energy, Elsevier, vol. 123(C), pages 164-172.
    22. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    23. Li, Lan-Bing & Hu, Jin-Li, 2012. "Ecological total-factor energy efficiency of regions in China," Energy Policy, Elsevier, vol. 46(C), pages 216-224.
    24. 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.
    25. Stern,Nicholas, 2007. "The Economics of Climate Change," Cambridge Books, Cambridge University Press, number 9780521700801.
    26. 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.
    27. Kuan-Min Wang, 2013. "The relationship between carbon dioxide emissions and economic growth: quantile panel-type analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(3), pages 1337-1366, April.
    28. Pablo-Romero, María del P. & De Jesús, Josué, 2016. "Economic growth and energy consumption: The Energy-Environmental Kuznets Curve for Latin America and the Caribbean," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1343-1350.
    29. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
    30. 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.
    31. Panayotou T., 1993. "Empirical tests and policy analysis of environmental degradation at different stages of economic development," ILO Working Papers 992927783402676, International Labour Organization.
    32. Ahmad, Najid & Du, Liangsheng, 2017. "Effects of energy production and CO2 emissions on economic growth in Iran: ARDL approach," Energy, Elsevier, vol. 123(C), pages 521-537.
    33. He, Yongda & Lin, Boqiang, 2017. "The impact of natural gas price control in China: A computable general equilibrium approach," Energy Policy, Elsevier, vol. 107(C), pages 524-531.
    34. Kivyiro, Pendo & Arminen, Heli, 2014. "Carbon dioxide emissions, energy consumption, economic growth, and foreign direct investment: Causality analysis for Sub-Saharan Africa," Energy, Elsevier, vol. 74(C), pages 595-606.
    35. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    36. Wang, S.S. & Zhou, D.Q. & Zhou, P. & Wang, Q.W., 2011. "CO2 emissions, energy consumption and economic growth in China: A panel data analysis," Energy Policy, Elsevier, vol. 39(9), pages 4870-4875, September.
    37. AkbostancI, Elif & Türüt-AsIk, Serap & Tunç, G. Ipek, 2009. "The relationship between income and environment in Turkey: Is there an environmental Kuznets curve?," Energy Policy, Elsevier, vol. 37(3), pages 861-867, March.
    38. Begum, Rawshan Ara & Sohag, Kazi & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "CO2 emissions, energy consumption, economic and population growth in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 594-601.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liu Sicen & Anwar Khan & Allauddin Kakar, 2022. "The Role of Disaggregated Level Natural Resources Rents in Economic Growth and Environmental Degradation of BRICS Economies," Biophysical Economics and Resource Quality, Springer, vol. 7(3), pages 1-14, September.
    2. Hussain, Muzzammil & Wang, Wei & Wang, Yiwen, 2022. "Natural resources, consumer prices and financial development in China: Measures to control carbon emissions and ecological footprints," Resources Policy, Elsevier, vol. 78(C).
    3. Dahiru Alhaji-Bala Birnintsaba & Hüseyin Ozdeser & Andisheh Saliminezhad, 2021. "Impact Analysis on the Effective Synergy Between Climate Change, Ecological Degradation and Energy Consumption on Economic Growth in Nigeria," SAGE Open, , vol. 11(4), pages 21582440211, December.
    4. Nasreen, Samia & Mbarek, Mounir Ben & Atiq-ur-Rehman, Muhammad, 2020. "Long-run causal relationship between economic growth, transport energy consumption and environmental quality in Asian countries: Evidence from heterogeneous panel methods," Energy, Elsevier, vol. 192(C).
    5. Kazi Sirajul Islam & Saravanan Muthaiyah & David Yong Gun Fie, 2020. "Isomorphic Drivers of Institutional Pressure and Importance of Environmental Management System Implementation Towards The Adoption Propensity of Green ICT," International Journal of Energy Economics and Policy, Econjournals, vol. 10(6), pages 624-634.
    6. Emrah Bese & Haven Swint Friday & Cihan zden, 2021. "The Effect of External Debt on Emissions: Evidence from China," International Journal of Energy Economics and Policy, Econjournals, vol. 11(1), pages 440-447.
    7. Hung-Ming Wu, 2020. "The impact of non-clean energy consumption on economic growth: Evidence from symmetric and asymmetric analyses in the US," Energy & Environment, , vol. 31(2), pages 291-307, March.
    8. Yan, Chen & Murshed, Muntasir & Ozturk, Ilhan & Siddik, Abu Bakkar & Ghardallou, Wafa & Khudoykulov, Khurshid, 2023. "Decarbonization blueprints for developing countries: The role of energy productivity, renewable energy, and financial development in environmental improvement," Resources Policy, Elsevier, vol. 83(C).
    9. Ahmad, Najid & Youjin, Liu & Žiković, Saša & Belyaeva, Zhanna, 2023. "The effects of technological innovation on sustainable development and environmental degradation: Evidence from China," Technology in Society, Elsevier, vol. 72(C).
    10. Mansoor Ahmed & Wen Huan & Nafees Ali & Ahsan Shafi & Muhsan Ehsan & Kamal Abdelrahman & Anser Ali Khan & Saiq Shakeel Abbasi & Mohammed S. Fnais, 2023. "The Effect of Energy Consumption, Income, and Population Growth on CO 2 Emissions: Evidence from NARDL and Machine Learning Models," Sustainability, MDPI, vol. 15(15), pages 1-19, August.
    11. Bartosz Jóźwik & Phouphet Kyophilavong & Aruna Kumar Dash & Antonina Viktoria Gavryshkiv, 2022. "Revisiting the Environmental Kuznets Curve Hypothesis in South Asian Countries: The Role of Energy Consumption and Trade Openness," Energies, MDPI, vol. 15(22), pages 1-20, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ahmad, Najid & Du, Liangsheng & Lu, Jiye & Wang, Jianlin & Li, Hong-Zhou & Hashmi, Muhammad Zaffar, 2017. "Modelling the CO2 emissions and economic growth in Croatia: Is there any environmental Kuznets curve?," Energy, Elsevier, vol. 123(C), pages 164-172.
    2. Muhammad Shahbaz & Avik Sinha, 2019. "Environmental Kuznets curve for CO2emissions: a literature survey," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 106-168, January.
    3. Shahbaz, Muhammad & Sinha, Avik, 2019. "Environmental Kuznets Curve for CO2 emission: A survey of empirical literature," MPRA Paper 100257, University Library of Munich, Germany, revised 2019.
    4. 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.
    5. Ali, Wajahat & Abdullah, Azrai & Azam, Muhammad, 2017. "Re-visiting the environmental Kuznets curve hypothesis for Malaysia: Fresh evidence from ARDL bounds testing approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 990-1000.
    6. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    7. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    8. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    9. Ahmad, Najid & Du, Liangsheng, 2017. "Effects of energy production and CO2 emissions on economic growth in Iran: ARDL approach," Energy, Elsevier, vol. 123(C), pages 521-537.
    10. Zambrano-Monserrate, Manuel A. & Silva-Zambrano, Carlos A. & Davalos-Penafiel, Jose L. & Zambrano-Monserrate, Andrea & Ruano, Maria Alejandra, 2018. "Testing environmental Kuznets curve hypothesis in Peru: The role of renewable electricity, petroleum and dry natural gas," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4170-4178.
    11. Manga, Muge & Cengiz, Orhan & Destek, Mehmet Akif, 2022. "Is export quality a viable option for sustainable development paths of Asian countries?," MPRA Paper 117552, University Library of Munich, Germany.
    12. Quan-Hoang Vuong & Manh-Tung Ho & Hong-Kong To Nguyen & Minh-Hoang Nguyen, 2019. "The trilemma of sustainable industrial growth: evidence from a piloting OECD’s Green city," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-14, December.
    13. Onafowora, Olugbenga A. & Owoye, Oluwole, 2014. "Bounds testing approach to analysis of the environment Kuznets curve hypothesis," Energy Economics, Elsevier, vol. 44(C), pages 47-62.
    14. Bekhet, Hussain Ali & Othman, Nor Salwati, 2018. "The role of renewable energy to validate dynamic interaction between CO2 emissions and GDP toward sustainable development in Malaysia," Energy Economics, Elsevier, vol. 72(C), pages 47-61.
    15. Bouznit, Mohammed & Pablo-Romero, María del P., 2016. "CO2 emission and economic growth in Algeria," Energy Policy, Elsevier, vol. 96(C), pages 93-104.
    16. Muhammad, Shahbaz, 2012. "Multivariate granger causality between CO2 Emissions, energy intensity, financial development and economic growth: evidence from Portugal," MPRA Paper 37774, University Library of Munich, Germany, revised 31 Mar 2012.
    17. Ahad, Muhammad & Khan, Wali, 2016. "Does Globalization Impede Environmental Quality in Bangladesh? The Role of Real Economic Activities and Energy Use," MPRA Paper 76278, University Library of Munich, Germany, revised Jul 2016.
    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. Farhani, Sahbi & Chaibi, Anissa & Rault, Christophe, 2014. "CO2 emissions, output, energy consumption, and trade in Tunisia," Economic Modelling, Elsevier, vol. 38(C), pages 426-434.
    20. Bölük, Gülden & Mert, Mehmet, 2015. "The renewable energy, growth and environmental Kuznets curve in Turkey: An ARDL approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 587-595.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:qualqt:v:53:y:2019:i:1:d:10.1007_s11135-018-0755-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.