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Does Energy Intensity Contribute to CO2 Emissions? A Trivariate Analysis in Selected African Countries

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  • Shahbaz, muhammad
  • Solarin, Sakiru Adebola
  • Sbia, Rashid
  • Bibi, Sadia

Abstract

The present study investigates the dynamic relationship between energy intensity and CO2 emissions by incorporating economic growth in environment function using data of Sub Saharan African countries. For this purpose, we applied panel cointegration to examine the long run relationship between the series. We employ the VECM Granger causality to test the direction of causality between the variables. At panel level, our result validates the existence of cointegration among the series. The long run panel results show that energy intensity has positive and statistically significant impact on CO2 emissions. There is also positive and negative link of non-linear and linear terms of real GDP per capita with CO2 emissions supporting the presence of environmental Kuznets curve (EKC). The causality analysis reveals the bidirectional causality between economic growth and CO2 emissions while energy intensity Granger causes economic growth and hence CO2 emissions, while across the individual countries, the results differ. This paper opens up new insights for policy makers to design comprehensive economic, energy and environmental policy for sustainable long run economic growth.

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  • Shahbaz, muhammad & Solarin, Sakiru Adebola & Sbia, Rashid & Bibi, Sadia, 2015. "Does Energy Intensity Contribute to CO2 Emissions? A Trivariate Analysis in Selected African Countries," MPRA Paper 64335, University Library of Munich, Germany, revised 19 Mar 2015.
  • Handle: RePEc:pra:mprapa:64335
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    as
    1. Granger, C. W. J., 1988. "Causality, cointegration, and control," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 551-559.
    2. Karanfil, Fatih, 2008. "Energy consumption and economic growth revisited: Does the size of unrecorded economy matter?," Energy Policy, Elsevier, vol. 36(8), pages 3019-3025, August.
    3. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    4. Fodha, Mouez & Zaghdoud, Oussama, 2010. "Economic growth and pollutant emissions in Tunisia: An empirical analysis of the environmental Kuznets curve," Energy Policy, Elsevier, vol. 38(2), pages 1150-1156, February.
    5. 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.
    6. 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.
    7. Asafu-Adjaye, John, 2000. "The relationship between energy consumption, energy prices and economic growth: time series evidence from Asian developing countries," Energy Economics, Elsevier, vol. 22(6), pages 615-625, December.
    8. Sharif Hossain, Md., 2011. "Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries," Energy Policy, Elsevier, vol. 39(11), pages 6991-6999.
    9. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    10. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    11. Karlsson, Sune & Lothgren, Mickael, 2000. "On the power and interpretation of panel unit root tests," Economics Letters, Elsevier, vol. 66(3), pages 249-255, March.
    12. 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.
    13. Muhammad Shahbaz & Nuno Carlos Leitão, 2013. "Portuguese Carbon Dioxide Emissions and Economic Growth: A Time Series Analysis," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 1(1), pages 1-7, March.
    14. Mumtaz, Rehma & Zaman, Khalid & Sajjad, Faiza & Lodhi, Muhammad Saeed & Irfan, Muhammad & Khan, Imran & Naseem, Imran, 2014. "Modeling the causal relationship between energy and growth factors: Journey towards sustainable development," Renewable Energy, Elsevier, vol. 63(C), pages 353-365.
    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. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    17. Lean, Hooi Hooi & Smyth, Russell, 2010. "CO2 emissions, electricity consumption and output in ASEAN," Applied Energy, Elsevier, vol. 87(6), pages 1858-1864, June.
    18. Jamie Sanderson & Sardar M. N. Islam, 2007. "Climate Change and Economic Development," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59012-0.
    19. Azhar Khan, Muhammad & Zahir Khan, Muhammad & Zaman, Khalid & Naz, Lubna, 2014. "Global estimates of energy consumption and greenhouse gas emissions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 336-344.
    20. Glasure, Yong U. & Lee, Aie-Rie, 1998. "Cointegration, error-correction, and the relationship between GDP and energy: The case of South Korea and Singapore," Resource and Energy Economics, Elsevier, vol. 20(1), pages 17-25, March.
    21. Glasure, Yong U., 2002. "Energy and national income in Korea: further evidence on the role of omitted variables," Energy Economics, Elsevier, vol. 24(4), pages 355-365, July.
    22. 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.
    23. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    24. Cropper, Maureen & Griffiths, Charles, 1994. "The Interaction of Population Growth and Environmental Quality," American Economic Review, American Economic Association, vol. 84(2), pages 250-254, May.
    25. 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.
    26. Apergis, Nicholas & Payne, James E., 2009. "CO2 emissions, energy usage, and output in Central America," Energy Policy, Elsevier, vol. 37(8), pages 3282-3286, August.
    27. Kumar Narayan, Paresh & Singh, Baljeet, 2007. "The electricity consumption and GDP nexus for the Fiji Islands," Energy Economics, Elsevier, vol. 29(6), pages 1141-1150, November.
    28. 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.
    29. Hettige, Hemamala & Lucas, Robert E B & Wheeler, David, 1992. "The Toxic Intensity of Industrial Production: Global Patterns, Trends, and Trade Policy," American Economic Review, American Economic Association, vol. 82(2), pages 478-481, May.
    30. Shahbaz, Muhammad & Mutascu, Mihai & Azim, Parvez, 2013. "Environmental Kuznets curve in Romania and the role of energy consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 165-173.
    31. Rolf Larsson & Johan Lyhagen & Mickael Lothgren, 2001. "Likelihood-based cointegration tests in heterogeneous panels," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 1-41.
    32. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    33. Benjamin S. Cheng, 1999. "Causality Between Energy Consumption and Economic Growth in India: An Application of Cointegration and Error-Correction Modeling," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 34(1), pages 39-49, January.
    34. Masih, Abul M. M. & Masih, Rumi, 1996. "Energy consumption, real income and temporal causality: results from a multi-country study based on cointegration and error-correction modelling techniques," Energy Economics, Elsevier, vol. 18(3), pages 165-183, July.
    35. Shahbaz, Muhammad & Ozturk, Ilhan & Afza, Talat & Ali, Amjad, 2013. "Revisiting the environmental Kuznets curve in a global economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 494-502.
    36. Nasir, Muhammad & Ur Rehman, Faiz, 2011. "Environmental Kuznets Curve for carbon emissions in Pakistan: An empirical investigation," Energy Policy, Elsevier, vol. 39(3), pages 1857-1864, March.
    37. Shahbaz, Muhammad & Solarin, Sakiru Adebola & Mahmood, Haider & Arouri, Mohamed, 2013. "Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis," Economic Modelling, Elsevier, vol. 35(C), pages 145-152.
    38. Shahbaz, Muhammad & Lean, Hooi Hooi & Shabbir, Muhammad Shahbaz, 2012. "Environmental Kuznets Curve hypothesis in Pakistan: Cointegration and Granger causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2947-2953.
    39. Shahbaz, Muhammad & Salah Uddin, Gazi & Ur Rehman, Ijaz & Imran, Kashif, 2014. "Industrialization, electricity consumption and CO2 emissions in Bangladesh," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 575-586.
    40. Oh, Wankeun & Lee, Kihoon, 2004. "Energy consumption and economic growth in Korea: testing the causality relation," Journal of Policy Modeling, Elsevier, vol. 26(8-9), pages 973-981, December.
    41. World Bank, 2013. "World Development Indicators 2013," World Bank Publications - Books, The World Bank Group, number 13191, December.
    42. Martinez-Zarzoso, Inmaculada & Bengochea-Morancho, Aurelia, 2004. "Pooled mean group estimation of an environmental Kuznets curve for CO2," Economics Letters, Elsevier, vol. 82(1), pages 121-126, January.
    43. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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    More about this item

    Keywords

    Economic Growth; Energy Intensity; CO2 Emissions; Africa;
    All these keywords.

    JEL classification:

    • A1 - General Economics and Teaching - - General Economics
    • A10 - General Economics and Teaching - - General Economics - - - General

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