IDEAS home Printed from https://ideas.repec.org/a/sae/engenv/v31y2020i5p886-902.html
   My bibliography  Save this article

Energy consumption, CO2 emissions, and economic growth in the United States, China, and India: A wavelet coherence approach

Author

Listed:
  • Ramin Khochiani
  • Younes Nademi

Abstract

Climate change is one of the most dangerous threats to human beings, and therefore, it is of great importance for the researchers to inform the policy makers of the threats of climate change and global warming. One of the main causes of climate change is the greenhouse gas emissions, particularly CO 2 emissions. In this paper, we try to find a nexus between energy consumption, CO 2 emissions, and economic growth in the United States, China, and India, known as three most polluting countries in the world. For this purpose, we applied the wavelet correlation and the partial wavelet coherence approaches during the period 1971–2013. The empirical results for the United States show that the GDP is positively correlated with the CO 2 emissions and energy consumption in all frequencies. For China, there is a significant positive relationship between the GDP and CO 2 emissions/energy consumption for the short-term horizon. However, for India, although there is a significant positive relationship between the GDP and CO 2 emissions, the nexus between the GDP and the energy consumption is not clear. Furthermore, the pollution haven hypothesis was confirmed by the obtained empirical results. Based on our study, we suggest the policy makers in these three countries making supportive decisions for the producers to use modern environment-friendly technologies and renewable energies in their products.

Suggested Citation

  • Ramin Khochiani & Younes Nademi, 2020. "Energy consumption, CO2 emissions, and economic growth in the United States, China, and India: A wavelet coherence approach," Energy & Environment, , vol. 31(5), pages 886-902, August.
    • Handle: RePEc:sae:engenv:v:31:y:2020:i:5:p:886-902
    DOI: 10.1177/0958305X19881750
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0958305X19881750
    Download Restriction: no
    File URL: https://libkey.io/10.1177/0958305X19881750?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
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Mandler, Martin & Scharnagl, Michael, 2014. "Money growth and consumer price inflation in the euro area: A wavelet analysis," Discussion Papers 33/2014, Deutsche Bundesbank.
    3. Zhang, Wei & Yang, Shuyun, 2013. "The influence of energy consumption of China on its real GDP from aggregated and disaggregated viewpoints," Energy Policy, Elsevier, vol. 57(C), pages 76-81.
    4. 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.
    5. Fei, Li & Dong, Suocheng & Xue, Li & Liang, Quanxi & Yang, Wangzhou, 2011. "Energy consumption-economic growth relationship and carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 39(2), pages 568-574, February.
    6. Aviral Kumar TIWARI, 2011. "Energy Consumption, Co2 Emission and Economic Growth: A Revisit of the Evidence from India," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 11(2).
    7. Jammazi, Rania & Aloui, Chaker, 2015. "On the interplay between energy consumption, economic growth and CO2 emission nexus in the GCC countries: A comparative analysis through wavelet approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1737-1751.
    8. Acaravci, Ali & Ozturk, Ilhan, 2010. "On the relationship between energy consumption, CO2 emissions and economic growth in Europe," Energy, Elsevier, vol. 35(12), pages 5412-5420.
    9. Omri, Anis, 2013. "CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models," Energy Economics, Elsevier, vol. 40(C), pages 657-664.
    10. Arouri, Mohamed El Hedi & Ben Youssef, Adel & M'henni, Hatem & Rault, Christophe, 2012. "Energy consumption, economic growth and CO2 emissions in Middle East and North African countries," Energy Policy, Elsevier, vol. 45(C), pages 342-349.
    11. Camille Parmesan & Gary Yohe, 2003. "A globally coherent fingerprint of climate change impacts across natural systems," Nature, Nature, vol. 421(6918), pages 37-42, January.
    12. Aguiar-Conraria, Luís & Azevedo, Nuno & Soares, Maria Joana, 2008. "Using wavelets to decompose the time–frequency effects of monetary policy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2863-2878.
    13. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2010. "CO2 emissions, energy consumption and economic growth in BRIC countries," Energy Policy, Elsevier, vol. 38(12), pages 7850-7860, December.
    14. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    15. Tiwari Aviral, 2011. "Primary Energy Consumption, CO2 Emissions and Economic Growth: Evidence from India," South East European Journal of Economics and Business, Sciendo, vol. 6(2), pages 99-117, November.
    16. Jonathan A. Patz & Diarmid Campbell-Lendrum & Tracey Holloway & Jonathan A. Foley, 2005. "Impact of regional climate change on human health," Nature, Nature, vol. 438(7066), pages 310-317, November.
    17. Mutascu, Mihai, 2018. "A time-frequency analysis of trade openness and CO2 emissions in France," Energy Policy, Elsevier, vol. 115(C), pages 443-455.
    18. Bilgili, Faik, 2015. "Business cycle co-movements between renewables consumption and industrial production: A continuous wavelet coherence approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 325-332.
    19. Ben-Salha, Ousama & Hkiri, Besma & Aloui, Chaker, 2018. "Sectoral energy consumption by source and output in the U.S.: New evidence from wavelet-based approach," Energy Economics, Elsevier, vol. 72(C), pages 75-96.
    20. Richard S. J. Tol, 2009. "The Economic Effects of Climate Change," Journal of Economic Perspectives, American Economic Association, vol. 23(2), pages 29-51, Spring.
    21. Soytas, Ugur & Sari, Ramazan, 2009. "Energy consumption, economic growth, and carbon emissions: Challenges faced by an EU candidate member," Ecological Economics, Elsevier, vol. 68(6), pages 1667-1675, April.
    22. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    23. Soytas, Ugur & Sari, Ramazan & Ewing, Bradley T., 2007. "Energy consumption, income, and carbon emissions in the United States," Ecological Economics, Elsevier, vol. 62(3-4), pages 482-489, May.
    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. Victor Moutinho & Mara Madaleno, 2021. "Assessing Eco-Efficiency in Asian and African Countries Using Stochastic Frontier Analysis," Energies, MDPI, vol. 14(4), pages 1-17, February.
    2. Yaqi Wu & Chen Zhang & Po Yun & Dandan Zhu & Wei Cao & Zulfiqar Ali Wagan, 2021. "Time–frequency analysis of the interaction mechanism between European carbon and crude oil markets," Energy & Environment, , vol. 32(7), pages 1331-1357, November.
    3. Jingwen Zhang & Yin Dai & Chi-Wei Su & Dervis Kirikkaleli & Muhammad Umar, 2021. "Intertemporal change in the effect of economic growth on carbon emission in China," Energy & Environment, , vol. 32(7), pages 1207-1225, November.
    4. Rabeh Khalfaoui & Aviral Kumar Tiwari & Usman Khalid & Muhammad Shahbaz, 2023. "Nexus between carbon dioxide emissions and economic growth in G7 countries: fresh insights via wavelet coherence analysis," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 66(1), pages 31-66, January.
    5. Adebayo, Tomiwa Sunday, 2021. "Testing the EKC Hypothesis in Indonesia: Empirical Evidence from the ARDL-Based Bounds and Wavelet Coherence Approaches," Asian Journal of Applied Economics, Kasetsart University, Center for Applied Economics Research, vol. 28(1).
    6. Guokui Wang & Xiaojia Guo & Jinxiu Fu & Qingyue Wei & Linlin Zhang, 2022. "Alternative pathways to CO2 reduction in Gansu province, China," Energy & Environment, , vol. 33(4), pages 809-825, June.
    7. Munir Ahmad & Heng Li & Muhammad Khalid Anser & Abdul Rehman & Zeeshan Fareed & Qingyou Yan & Gul Jabeen, 2021. "Are the intensity of energy use, land agglomeration, CO2 emissions, and economic progress dynamically interlinked across development levels?," Energy & Environment, , vol. 32(4), pages 690-721, June.
    8. 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.
    9. Waheed Ahmad & Sana Ullah & Ilhan Ozturk & Muhammad Tariq Majeed, 2021. "Does inflation instability affect environmental pollution? Fresh evidence from Asian economies," Energy & Environment, , vol. 32(7), pages 1275-1291, November.
    10. Bhuvaneskumar Annamalaisamy & Sivakumar Vepur Jayaraman, 2024. "Do cryptocurrencies integrate with the indices of equity, sustainability, clean energy, and crude oil? A wavelet coherency approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(3), pages 3372-3392, July.
    11. Rundong Luo & Sami Ullah & Kishwar Ali, 2021. "Pathway towards Sustainability in Selected Asian Countries: Influence of Green Investment, Technology Innovations, and Economic Growth on CO2 Emission," Sustainability, MDPI, vol. 13(22), pages 1-19, November.
    12. Abdul Hayy Haziq Mohamad & Muhamad Rias K. V. Zainuddin & Rossazana Ab-Rahim, 2023. "Does Renewable Energy Transition in the USA and China Overcome Environmental Degradation?," International Journal of Energy Economics and Policy, Econjournals, vol. 13(6), pages 234-243, November.
    13. Chen, Jiamin & Chen, Yuwei, 2024. "Does natural resources rent promote carbon neutrality: The role of digital finance," Resources Policy, Elsevier, vol. 92(C).

    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. 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.
    2. 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.
    3. Al Mamun, Md. & Sohag, Kazi & Hannan Mia, Md. Abdul & Salah Uddin, Gazi & Ozturk, Ilhan, 2014. "Regional differences in the dynamic linkage between CO2 emissions, sectoral output and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 1-11.
    4. Sun, Huaping & Samuel, Clottey Attuquaye & Kofi Amissah, Joshua Clifford & Taghizadeh-Hesary, Farhad & Mensah, Isaac Adjei, 2020. "Non-linear nexus between CO2 emissions and economic growth: A comparison of OECD and B&R countries," Energy, Elsevier, vol. 212(C).
    5. Lee, Seungtaek & Chong, Wai Oswald, 2016. "Causal relationships of energy consumption, price, and CO2 emissions in the U.S. building sector," Resources, Conservation & Recycling, Elsevier, vol. 107(C), pages 220-226.
    6. Kais Saidi & Sami Hammami, 2016. "Economic growth, energy consumption and carbone dioxide emissions: recent evidence from panel data analysis for 58 countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(1), pages 361-383, January.
    7. Ahmad, Nisar & Aghdam, Reza FathollahZadeh & Butt, Irfan & Naveed, Amjad, 2020. "Citation-based systematic literature review of energy-growth nexus: An overview of the field and content analysis of the top 50 influential papers," Energy Economics, Elsevier, vol. 86(C).
    8. Nasreen, Samia & Anwar, Sofia & Ozturk, Ilhan, 2017. "Financial stability, energy consumption and environmental quality: Evidence from South Asian economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1105-1122.
    9. Rahman, Mohammad Mafizur, 2017. "Do population density, economic growth, energy use and exports adversely affect environmental quality in Asian populous countries?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 506-514.
    10. Rawshan Ara Begum & Asif Raihan & Mohd Nizam Mohd Said, 2020. "Dynamic Impacts of Economic Growth and Forested Area on Carbon Dioxide Emissions in Malaysia," Sustainability, MDPI, vol. 12(22), pages 1-15, November.
    11. Zhihui Lv & Amanda M. Y. Chu & Michael McAleer & Wing-Keung Wong, 2019. "Modelling Economic Growth, Carbon Emissions, and Fossil Fuel Consumption in China: Cointegration and Multivariate Causality," IJERPH, MDPI, vol. 16(21), pages 1-35, October.
    12. Muhammad, Bashir, 2019. "Energy consumption, CO2 emissions and economic growth in developed, emerging and Middle East and North Africa countries," Energy, Elsevier, vol. 179(C), pages 232-245.
    13. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    14. 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.
    15. Rafael Alvarado & Elisa Toledo, 2017. "Environmental degradation and economic growth: evidence for a developing country," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(4), pages 1205-1218, August.
    16. Al-mulali, Usama, 2011. "Oil consumption, CO2 emission and economic growth in MENA countries," Energy, Elsevier, vol. 36(10), pages 6165-6171.
    17. Mohamed Abdouli & Sami Hammami, 2017. "Economic growth, FDI inflows and their impact on the environment: an empirical study for the MENA countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(1), pages 121-146, January.
    18. Manal Ayyad Dhif Alshammry & Saqib Muneer, 2023. "The influence of economic development, capital formation, and internet use on environmental degradation in Saudi Arabia," Future Business Journal, Springer, vol. 9(1), pages 1-16, December.
    19. P. Srinivasan & Inder Siddanth Ravindra, 2015. "Causality among Energy Consumption, CO2 Emission, Economic Growth and Trade," Foreign Trade Review, , vol. 50(3), pages 168-189, August.
    20. Aida Sy & Tony Tinker & Abdelkader Derbali & Lamia Jamel, 2016. "Economic growth, financial development, trade openness, and CO 2 emissions in European countries," African Journal of Accounting, Auditing and Finance, Inderscience Enterprises Ltd, vol. 5(2), pages 155-179.

    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:sae:engenv:v:31:y:2020:i:5:p:886-902. 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: SAGE Publications (email available below). General contact details of provider: .

    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.