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A structural VAR analysis of renewable energy consumption, real GDP and CO2 emissions: Evidence from India

Author

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  • Aviral Kumar Tiwari

    (ICFAI University, Tripura)

Abstract

This study has attempted to analyze the dynamics of renewable energy consumption, economic growth, and CO2 emissions. For the analysis, we used structural VAR approach. Results of unit root tests show that all variables are non-stationary at their level form and stationary in first difference form and cointegration analysis, analyzed through Johansen-Juselius (1990), shows that there is no evidence of cointegration among the test variables. The innovations analysis of study reveals that a positive shock on the consumption of renewable energy source increases GDP and decreases CO2 emissions and a positive shock on GDP have a very high positive impact on the CO2 emissions. The variance decomposition shows the share of consumption of renewable energy source explained a significant part of the forecast error variance of GDP and a relatively smaller or negligible part of the forecast error variance of CO2 emissions.

Suggested Citation

  • Aviral Kumar Tiwari, 2011. "A structural VAR analysis of renewable energy consumption, real GDP and CO2 emissions: Evidence from India," Economics Bulletin, AccessEcon, vol. 31(2), pages 1793-1806.
    • Handle: RePEc:ebl:ecbull:eb-10-00774
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    as
    1. Halicioglu, Ferda, 2009. "An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey," Energy Policy, Elsevier, vol. 37(3), pages 1156-1164, March.
    2. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    3. Payne, James E., 2009. "On the dynamics of energy consumption and output in the US," Applied Energy, Elsevier, vol. 86(4), pages 575-577, April.
    4. Yang, Hao-Yen, 2000. "A note on the causal relationship between energy and GDP in Taiwan," Energy Economics, Elsevier, vol. 22(3), pages 309-317, June.
    5. Venus Khim-Sen Liew, 2004. "Which Lag Length Selection Criteria Should We Employ?," Economics Bulletin, AccessEcon, vol. 3(33), pages 1-9.
    6. Mr. Ramana Ramaswamy & Mr. Torsten M Sloek, 1997. "The Real Effects of Monetary Policy in the European Union: What Are the Differences?," IMF Working Papers 1997/160, International Monetary Fund.
    7. Mollick, André Varella, 2009. "Employment Responses of Skilled and Unskilled Workers at Mexican Maquiladoras: The Effects of External Factors," World Development, Elsevier, vol. 37(7), pages 1285-1296, July.
    8. Sadorsky, Perry, 2009. "Renewable energy consumption and income in emerging economies," Energy Policy, Elsevier, vol. 37(10), pages 4021-4028, October.
    9. Awerbuch, Shimon & Sauter, Raphael, 2006. "Exploiting the oil-GDP effect to support renewables deployment," Energy Policy, Elsevier, vol. 34(17), pages 2805-2819, November.
    10. 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.
    11. Apergis, Nicholas & Payne, James E., 2010. "Coal consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(3), pages 1353-1359, March.
    12. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    13. Ewing, Bradley T. & Sari, Ramazan & Soytas, Ugur, 2007. "Disaggregate energy consumption and industrial output in the United States," Energy Policy, Elsevier, vol. 35(2), pages 1274-1281, February.
    14. 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.
    15. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    16. Mark K. Jaccard & John Nyboer & Crhis Bataille & Bryn Sadownik, 2003. "Modeling the Cost of Climate Policy: Distinguishing Between Alternative Cost Definitions and Long-Run Cost Dynamics," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 49-73.
    17. Jonathan Kohler, Terry Barker, Dennis Anderson and Haoran Pan, 2006. "Combining Energy Technology Dynamics and Macroeconometrics: The E3MG Model," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 113-134.
    18. Sari, Ramazan & Soytas, Ugur, 2004. "Disaggregate energy consumption, employment and income in Turkey," Energy Economics, Elsevier, vol. 26(3), pages 335-344, May.
    19. Robert A Buckle & Kunhong Kim & Heather Kirkham & Nathan McLellan & Jared Sharma, 2002. "A structural VAR model of the New Zealand business cycle," Treasury Working Paper Series 02/26, New Zealand Treasury.
    20. Benkwitz, Alexander & Lütkepohl, Helmut & Wolters, Jürgen, 2001. "Comparison Of Bootstrap Confidence Intervals For Impulse Responses Of German Monetary Systems," Macroeconomic Dynamics, Cambridge University Press, vol. 5(1), pages 81-100, February.
    21. 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.
    22. 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.
    23. 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).
    24. Narayan, Paresh Kumar & Narayan, Seema & Prasad, Arti, 2008. "A structural VAR analysis of electricity consumption and real GDP: Evidence from the G7 countries," Energy Policy, Elsevier, vol. 36(7), pages 2765-2769, July.
    25. repec:vrs:seejeb:v:6:y:2011:i:2:p:99-117 is not listed on IDEAS
    26. Chien, Taichen & Hu, Jin-Li, 2008. "Renewable energy: An efficient mechanism to improve GDP," Energy Policy, Elsevier, vol. 36(8), pages 3035-3042, August.
    27. Chang, Ting-Huan & Huang, Chien-Ming & Lee, Ming-Chih, 2009. "Threshold effect of the economic growth rate on the renewable energy development from a change in energy price: Evidence from OECD countries," Energy Policy, Elsevier, vol. 37(12), pages 5796-5802, December.
    28. Eirik S. Amundsen & Lars Bergman, 2002. "Will Cross-Ownership Re-Establish Market Power in the Nordic Power Market?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 73-95.
    29. Wolde-Rufael, Yemane, 2004. "Disaggregated industrial energy consumption and GDP: the case of Shanghai, 1952-1999," Energy Economics, Elsevier, vol. 26(1), pages 69-75, January.
    30. Sari, Ramazan & Ewing, Bradley T. & Soytas, Ugur, 2008. "The relationship between disaggregate energy consumption and industrial production in the United States: An ARDL approach," Energy Economics, Elsevier, vol. 30(5), pages 2302-2313, September.
    31. Ferreira, Paula & Soares, Isabel & Araujo, Madalena, 2005. "Liberalisation, consumption heterogeneity and the dynamics of energy prices," Energy Policy, Elsevier, vol. 33(17), pages 2244-2255, November.
    32. repec:ebl:ecbull:v:3:y:2004:i:33:p:1-9 is not listed on IDEAS
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    More about this item

    Keywords

    Renewable energy consumption; economic growth; CO2 emissions; SVAR;
    All these keywords.

    JEL classification:

    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • Q2 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation

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