IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v168y2019icp1081-1093.html
   My bibliography  Save this article

Carbon emissions, energy use, real GDP per capita and trade matrix in the Indian economy-an ARDL approach

Author

Listed:
  • Akalpler, Ergin
  • Hove, Simbarashe

Abstract

The study analyzes the effects of carbon dioxide emissions, energy use, gross fixed capital formation, real GDP per capita, exports and imports on Indian economic growth. The study seeks an answer to the following question: When examining the relationships that exist between these parameters, what are the driving forces behind the growth trajectory of the Indian economy? An ARDL model was applied to the analysis of annual data so as to determine co-integration on variables and the nature of the relationship for the period 1971–2014. Empirically, it was found that in the short-term, Real Gross Domestic Product per Capita (LGDPP) for the Indian economy is affected by its past value, Gross Fixed Capital Formation (LGCAPP), Energy Consumption (LENERP) Carbon Emissions (LCO2P) and Imports (LIMPP); however, in the long-term, Gross Fixed Capital Formation (LGCAPP) and Exports (LEXPOP) played a significant role. The error correction model revealed the existence of some co-integration relationship for the entirety of the variables in the study for the short-term and long-term. It is concluded that policies should have clear alternative renewable energy consumption targets in order to achieve energy efficiency and achieve sustainable growth of the economy, while reducing carbon dioxide emissions.

Suggested Citation

  • Akalpler, Ergin & Hove, Simbarashe, 2019. "Carbon emissions, energy use, real GDP per capita and trade matrix in the Indian economy-an ARDL approach," Energy, Elsevier, vol. 168(C), pages 1081-1093.
  • Handle: RePEc:eee:energy:v:168:y:2019:i:c:p:1081-1093
    DOI: 10.1016/j.energy.2018.12.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544218323788
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2018.12.012?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. Shahbaz, Muhammad & Rasool, Ghulam & Ahmed, Khalid & Mahalik, Mantu Kumar, 2016. "Considering the effect of biomass energy consumption on economic growth: Fresh evidence from BRICS region," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1442-1450.
    2. 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.
    3. Narayan, Seema & Doytch, Nadia, 2017. "An investigation of renewable and non-renewable energy consumption and economic growth nexus using industrial and residential energy consumption," Energy Economics, Elsevier, vol. 68(C), pages 160-176.
    4. Muhammad Shahbaz & Smile Dube & Ilhan Ozturk & Abdul Jalil, 2015. "Testing the Environmental Kuznets Curve Hypothesis in Portugal," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 475-481.
    5. Sarwar, Suleman & Chen, Wei & Waheed, Rida, 2017. "Electricity consumption, oil price and economic growth: Global perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 9-18.
    6. 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.
    7. Robert McNown & Chung Yan Sam & Soo Khoon Goh, 2018. "Bootstrapping the autoregressive distributed lag test for cointegration," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1509-1521, March.
    8. Saboori, Behnaz & Sulaiman, Jamalludin, 2013. "Environmental degradation, economic growth and energy consumption: Evidence of the environmental Kuznets curve in Malaysia," Energy Policy, Elsevier, vol. 60(C), pages 892-905.
    9. Rafindadi, Abdulkadir Abdulrashid, 2016. "Does the need for economic growth influence energy consumption and CO2 emissions in Nigeria? Evidence from the innovation accounting test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1209-1225.
    10. Tiwari, Aviral Kumar & Shahbaz, Muhammad & Adnan Hye, Qazi Muhammad, 2013. "The environmental Kuznets curve and the role of coal consumption in India: Cointegration and causality analysis in an open economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 519-527.
    11. repec:ipg:wpaper:201415 is not listed on IDEAS
    12. Sheldon, Tamara L., 2017. "Asymmetric effects of the business cycle on carbon dioxide emissions," Energy Economics, Elsevier, vol. 61(C), pages 289-297.
    13. Muhammad Shahbaz & Rashid Sbia & Helmi Hamdi & Ilhan Ozturk, 2014. "Economic growth, electricity consumption, urbanization and environmental degradation relationship in United Arab Emirates," Post-Print halshs-01902764, HAL.
    14. 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.
    15. Sahbi Farhani & Anissa Chaibi & Christophe Rault, 2014. "A study of CO2 emissions, output,energy consumption, and trade," Working Papers 2014-56, Department of Research, Ipag Business School.
    16. Al-Mulali, Usama & Saboori, Behnaz & Ozturk, Ilhan, 2015. "Investigating the environmental Kuznets curve hypothesis in Vietnam," Energy Policy, Elsevier, vol. 76(C), pages 123-131.
    17. Shahbaz, Muhammad & Khraief, Naceur & Uddin, Gazi Salah & Ozturk, Ilhan, 2014. "Environmental Kuznets curve in an open economy: A bounds testing and causality analysis for Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 325-336.
    18. Lin, Boqiang & Wesseh Jr., Presley K., 2014. "Energy consumption and economic growth in South Africa reexamined: A nonparametric testing apporach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 840-850.
    19. Shahbaz, Muhammad & Sarwar, Suleman & Chen, Wei & Malik, Muhammad Nasir, 2017. "Dynamics of electricity consumption, oil price and economic growth: Global perspective," Energy Policy, Elsevier, vol. 108(C), pages 256-270.
    20. Carmona, Mónica & Feria, Julia & Golpe, Antonio A. & Iglesias, Jesus, 2017. "Energy consumption in the US reconsidered. Evidence across sources and economic sectors," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1055-1068.
    21. Mezghani, Imed & Ben Haddad, Hedi, 2017. "Energy consumption and economic growth: An empirical study of the electricity consumption in Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 145-156.
    22. repec:ipg:wpaper:2014-582 is not listed on IDEAS
    23. Emeka Nkoro & Aham Kelvin Uko, 2016. "Autoregressive Distributed Lag (ARDL) cointegration technique: application and interpretation," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 5(4), pages 1-3.
    24. Shahbaz, Muhammad & Solarin, Sakiru Adebola & Hammoudeh, Shawkat & Shahzad, Syed Jawad Hussain, 2017. "Bounds testing approach to analyzing the environment Kuznets curve hypothesis with structural beaks: The role of biomass energy consumption in the United States," Energy Economics, Elsevier, vol. 68(C), pages 548-565.
    25. Shahbaz, Muhammad & Solarin, Sakiru Adebola & Hammoudeh, Shawkat & Shahzad, Syed Jawad Hussain, 2017. "Bounds Testing Approach to Analyzing the Environment Kuznets Curve Hypothesis: The Role of Biomass Energy Consumption in the United States with Structural Breaks," MPRA Paper 81840, University Library of Munich, Germany, revised 07 Oct 2017.
    26. World Bank, 2017. "World Development Indicators 2017," World Bank Publications - Books, The World Bank Group, number 26447, December.
    27. Hanif, Imran, 2017. "Economics-energy-environment nexus in Latin America and the Caribbean," Energy, Elsevier, vol. 141(C), pages 170-178.
    28. Kais, Saidi & Sami, Hammami, 2016. "An econometric study of the impact of economic growth and energy use on carbon emissions: Panel data evidence from fifty eight countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1101-1110.
    29. Ismail, Mohd Adib & Mawar, Murni Yunus, 2012. "Energy use, emissions, economic growth and trade: A Granger non-causality evidence for Malaysia," MPRA Paper 38473, University Library of Munich, Germany.
    30. Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Filis, George, 2017. "Energy consumption, CO2 emissions, and economic growth: An ethical dilemma," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 808-824.
    31. repec:ipg:wpaper:2014-056 is not listed on IDEAS
    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. Chinazaekpere Nwani, 2021. "Taking Venezuela back to the sustainability path: The role of financial development and economic integration in low‐carbon transition," Natural Resources Forum, Blackwell Publishing, vol. 45(1), pages 37-62, February.
    2. Oryani, Bahareh & Koo, Yoonmo & Rezania, Shahabaldin & Shafiee, Afsaneh & Khan, Muhammad Kamran & Mahdavian, Seyed Mohammadreza, 2021. "The role of electricity mix and transportation sector in designing a green-growth strategy in Iran," Energy, Elsevier, vol. 233(C).
    3. Wang, Bo & Zhao, Jun & Dong, Kangyin & Jiang, Qingzhe, 2022. "High-quality energy development in China: Comprehensive assessment and its impact on CO2 emissions," Energy Economics, Elsevier, vol. 110(C).
    4. Solarin, Sakiru Adebola & Bello, Mufutau Opeyemi, 2020. "The impact of shale gas development on the U.S economy: Evidence from a quantile autoregressive distributed lag model," Energy, Elsevier, vol. 205(C).
    5. Bakari, Sayef, 2021. "The nexus between domestic investment and economic growth in G7 countries; Does internet matter?," MPRA Paper 108383, University Library of Munich, Germany.
    6. Zhou, Anhua & Xin, Ling & Li, Jun, 2022. "Assessing the impact of the carbon market on the improvement of China's energy and carbon emission performance," Energy, Elsevier, vol. 258(C).
    7. Hasdi Aimon & Anggi Putri Kurniadi & Mike Triani, 2022. "Determination of Natural Gas Consumption and Carbon Emission in Natural Gas Supplying Countries in Asia Pacific," International Journal of Energy Economics and Policy, Econjournals, vol. 12(6), pages 96-101, November.
    8. Vishal, Devesh & Dubey, Shivesh & Goyal, Rahul & Dwivedi, Gaurav & Baredar, Prashant & Chhabra, Mayank, 2020. "Optimization of alkali-catalyzed transesterification of rubber oil for biodiesel production & its impact on engine performance," Renewable Energy, Elsevier, vol. 158(C), pages 167-180.
    9. Cheng-Feng Wu & Shian-Chang Huang & Chei-Chang Chiou & Tsangyao Chang & Yung-Chih Chen, 2022. "The Relationship Between Economic Growth and Electricity Consumption: Bootstrap ARDL Test with a Fourier Function and Machine Learning Approach," Computational Economics, Springer;Society for Computational Economics, vol. 60(4), pages 1197-1220, December.
    10. Wen, Jun & Deng, Peidong & Fu, Qiang & Chang, Chun-Ping, 2022. "Does health innovation relieve disease burden? The comprehensive evidence," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    11. Jun Bai & Shixiang Li & Nan Wang & Jianru Shi & Xianmin Li, 2020. "Spatial Spillover Effect of New Energy Development on Economic Growth in Developing Areas of China—An Empirical Test Based on the Spatial Dubin Model," Sustainability, MDPI, vol. 12(8), pages 1-17, April.
    12. Xie, Pinjie & Gong, Ningyu & Sun, Feihu & Li, Pin & Pan, Xianyou, 2023. "What factors contribute to the extent of decoupling economic growth and energy carbon emissions in China?," Energy Policy, Elsevier, vol. 173(C).
    13. Xuhui Ding & Zhongyao Cai & Qianqian Xiao & Suhui Gao, 2019. "A Study on The Driving Factors and Spatial Spillover of Carbon Emission Intensity in The Yangtze River Economic Belt under Double Control Action," IJERPH, MDPI, vol. 16(22), pages 1-15, November.
    14. Bakari, Sayef, 2021. "Are Domestic Investments in Spain a Source of Economic Growth?," MPRA Paper 105526, University Library of Munich, Germany.
    15. Zhou, Anhua & Li, Jun, 2022. "How do trade liberalization and human capital affect renewable energy consumption? Evidence from the panel threshold model," Renewable Energy, Elsevier, vol. 184(C), pages 332-342.
    16. Abdul, Daud & Wenqi, Jiang & Tanveer, Arsalan, 2022. "Environmental stewardship: Analyzing the dynamic impact of renewable energy, foreign remittances, and globalization index on China's CO2 emissions," Renewable Energy, Elsevier, vol. 201(P1), pages 418-425.
    17. Oryani, Bahareh & Koo, Yoonmo & Rezania, Shahabaldin & Shafiee, Afsaneh, 2021. "Investigating the asymmetric impact of energy consumption on reshaping future energy policy and economic growth in Iran using extended Cobb-Douglas production function," Energy, Elsevier, vol. 216(C).
    18. Khoshnava, Seyed Meysam & Rostami, Raheleh & Zin, Rosli Mohamad & Kamyab, Hesam & Abd Majid, Muhd Zaimi & Yousefpour, Alireza & Mardani, Abbas, 2020. "Green efforts to link the economy and infrastructure strategies in the context of sustainable development," Energy, Elsevier, vol. 193(C).
    19. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2021. "A machine learning approach on the relationship among solar and wind energy production, coal consumption, GDP, and CO2 emissions," Renewable Energy, Elsevier, vol. 167(C), pages 99-115.
    20. Magdalena Tutak & Jarosław Brodny & Dominika Siwiec & Robert Ulewicz & Peter Bindzár, 2020. "Studying the Level of Sustainable Energy Development of the European Union Countries and Their Similarity Based on the Economic and Demographic Potential," Energies, MDPI, vol. 13(24), pages 1-31, December.
    21. Mahalik, Mantu Kumar & Villanthenkodath, Muhammed Ashiq & Mallick, Hrushikesh & Gupta, Monika, 2021. "Assessing the effectiveness of total foreign aid and foreign energy aid inflows on environmental quality in India," Energy Policy, Elsevier, vol. 149(C).
    22. Guglielmo Maria Caporale & Gloria Claudio-Quiroga & Luis A. Gil-Alana, 2021. "Analysing the relationship between CO2 emissions and GDP in China: a fractional integration and cointegration approach," Journal of Innovation and Entrepreneurship, Springer, vol. 10(1), pages 1-16, December.
    23. Daiva Makutėnienė & Algirdas Justinas Staugaitis & Valdemaras Makutėnas & Dalia Juočiūnienė & Yuriy Bilan, 2022. "An Empirical Investigation into Greenhouse Gas Emissions and Agricultural Economic Performance in Baltic Countries: A Non-Linear Framework," Agriculture, MDPI, vol. 12(9), pages 1-22, August.
    24. Tutak, Magdalena & Brodny, Jarosław, 2022. "Analysis of the level of energy security in the three seas initiative countries," Applied Energy, Elsevier, vol. 311(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. Mehmet Akif, Destek & Muhammad, Shahbaz & Ilyas, Okumus & Shawkat, Hammoudeh & Avik, Sinha, 2020. "The relationship between economic growth and carbon emissions in G-7 countries: evidence from time-varying parameters with a long history," MPRA Paper 100514, University Library of Munich, Germany, revised Apr 2020.
    2. 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.
    3. Ertugrul, Hasan Murat & Çetin, Murat & Şeker, Fahri & Dogan, Eyüp, 2015. "The impact of trade openness on global carbon dioxide emissions: Evidence from the top ten emitters among developing countries," MPRA Paper 97539, University Library of Munich, Germany, revised 10 Mar 2016.
    4. 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.
    5. Adebola Solarin, Sakiru & Al-Mulali, Usama & Ozturk, Ilhan, 2017. "Validating the environmental Kuznets curve hypothesis in India and China: The role of hydroelectricity consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1578-1587.
    6. Danish, & Wang, Bo & Wang, Zhaohua, 2018. "Imported technology and CO2 emission in China: Collecting evidence through bound testing and VECM approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4204-4214.
    7. Al-Mulali, Usama & Ozturk, Ilhan, 2016. "The investigation of environmental Kuznets curve hypothesis in the advanced economies: The role of energy prices," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 1622-1631.
    8. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    9. Aslan, Alper & Destek, Mehmet Akif & Okumus, İlyas, 2017. "Sectoral carbon emissions and economic growth in the US: Further evidence from rolling window estimation method," MPRA Paper 106961, University Library of Munich, Germany.
    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. Khadiga Mohamed El-Aasar & Shaimaa A. Hanafy, 2018. "Investigating the Environmental Kuznets Curve Hypothesis in Egypt: The Role of Renewable Energy and Trade in Mitigating GHGs," International Journal of Energy Economics and Policy, Econjournals, vol. 8(3), pages 177-184.
    12. 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.
    13. Mrabet, Zouhair & Alsamara, Mouyad, 2017. "Testing the Kuznets Curve hypothesis for Qatar: A comparison between carbon dioxide and ecological footprint," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 1366-1375.
    14. Solomon P. Nathaniel & Festus V. Bekun, 2020. "Electricity Consumption, Urbanization and Economic Growth in Nigeria: New Insights from Combined Cointegration amidst Structural Breaks," Research Africa Network Working Papers 20/013, Research Africa Network (RAN).
    15. 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.
    16. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    17. Hussain Ali Bekhet & Nor Salwati Othman & Tahira Yasmin, 2020. "Interaction Between Environmental Kuznet Curve and Urban Environment Transition Hypotheses in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 384-402.
    18. Boukhelkhal, Abdelaziz & Bengana, Ismail, 2018. "Cointegration and causality among electricity consumption, economic, climatic and environmental factors: Evidence from North -Africa region," Energy, Elsevier, vol. 163(C), pages 1193-1206.
    19. Maralgua Och, 2017. "Empirical Investigation of the Environmental Kuznets Curve Hypothesis for Nitrous Oxide Emissions for Mongolia," International Journal of Energy Economics and Policy, Econjournals, vol. 7(1), pages 117-128.
    20. Rafindadi, Abdulkadir Abdulrashid, 2016. "Does the need for economic growth influence energy consumption and CO2 emissions in Nigeria? Evidence from the innovation accounting test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1209-1225.

    More about this item

    Keywords

    Real gross domestic product per capita; Gross fixed capital formation; Energy use; Carbon emissions; ARDL;
    All these keywords.

    JEL classification:

    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • N75 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - Asia including Middle East

    Statistics

    Access and download statistics

    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:eee:energy:v:168:y:2019:i:c:p:1081-1093. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    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.