The Nexus Between Coal Consumption, Co2 Emissions and Economic Growth in South Africa
Abstract
This paper examines the impact of the coal industry in South Africa’s economy. A supply-side approach allowed estimation of the impact of energy consumption on economic growth with a Cobb-Douglas type production function involving economic output, labour, technology, flow of services and capital stock. Demand-side analysis examined the interaction among output, coal prices, coal consumption and carbon emissions. Overall, the study finds uni-directional causality from output to both labour and capital formation in the short and long-run. Coal consumption tends to heighten carbon emissions. An examination of the Environmental Kuznets Curve (EKC) shows a link between per capita GDP and pollutant emissions, giving strong support to the EKC hypothesis. We argue that reducing carbon emissions without compromising economic growth will be difficult hence the need to harness alternative sources of energy.
References
Al-Iriani, M. A. (2006) Energy–GDP relationship revisited: An example from GCC countries using panel causality. Energy Policy, 34(17), 3342-3350.
Alshehry, A. S., and Belloumi, M. (2015) Energy consumption, carbon dioxide emissions and economic growth: The case of Saudi Arabia. Renewable and Sustainable Energy Reviews, 41, 237-247.
Ang, J. B. (2007) Carbon dioxide emissions, energy consumption, and output in France. Energy Policy, 35(10), 4772-4778.
-----. B. (2008) Economic development, pollutant emissions and energy consumption in Malaysia. The Journal of Policy Modeling, 30(2), 271-278.
Antweiler, W., Copeland, B. R., andand Taylor, M. S. (2001) Is free trade good for the environment? American Economic Review, 91(4), 877-908.
Awan, A. G. (2013) Relationship between environment and sustainable economic development: A theoretical approach to environmental problems. International Journal of Asian Social Science, 3(3), 741-761.
Baruya, P. S., Benson, S., Broadbent, J., Carpenter, A. M., Clarke, L. B., McConville, L., andand Walker, S. (2011) Coal resources. Coal Online Website, Retrived on 6 August 2016, from http://www.coalonline.org.
Beder, S. (2013) Environmental Principles and Policies: An Interdisciplinary Introduction: London: Routledge.
Black, D., McKinnish, T., andand Sanders, S. (2005) The economic impact of the coal boom and bust. The Economic Journal, 115(503), 449-476.
Bloch, H., Rafiq, S., andand Salim, R. (2012) Coal consumption, carbon dioxide emission and economic growth in China: Empirical evidence and policy responses. Energy Economics, 34(2), 518-528.
Cheema, A. R., and Javid, A. Y. (2015) The Relationship between Disaggregate Energy Consumption, Economic Growth and Environment for Asian Developing Economies. Pakistan Institute of Development Economics, Pakistan (No. 2015: 115), Retrieved on 1 September 2016, from http://www.pide.org.pk/pdf/Working%20Paper/WorkingPaper-115.pdf.
Chen, S. T., Kuo, H., and Chen, C. C. (2007) The relationship between GDP and electricity consumption in 10 Asian countries. Energy Policy, 35(4), 2611-2621.
CIAB. (2015). International coal policy developments in 2015. Coal Industry Advisory Board (CIAB) policy papers, Retrieved on 5 August 2016, from https://www.iea.org/ciab/ciabmark_2015.pdf.
Cobb, C. W., and Douglas, P. H. (1928) A theory of production. American Economic Review, 18(1), 139-165.
Coxhead, I. (2003) Development and the environment in Asia. Asian‐Pacific Economic Literature, 17(1), 22-54.
Crocker, M. (2010) Thermochemical Conversion of Biomass to Fuels and Chemicals. Royal Society of Chemistry publication, Retrieved on 1 March 2016, from http://www.netl.doe.gov/research/Coal/energy-systems/gasification/gasifipedia/ftsynthesis.
Cropper, M., and Griffiths, C. (1994). The interaction of population growth and environmental quality. American Economic Review, 84(2), 250-254.
DEAT. (2007) Long-term Mitigation Scenarios brochure. Department of Environmental Affairs and Tourism of South Africa publication. , Retrieved on July 10 2016, from http://www.environment.gov.za/HotIssues/2008/LTMS/A%20LTMS%20Scenarios%20for%20SA.pdf
Dinda, S. (2004) Environmental Kuznets curve hypothesis: A survey. Ecological Economics, 49(4), 431-455.
Dinkelman, T. (2011) The effects of rural electrification on employment: New evidence from South Africa. American Economic Review, 101(7), 3078-3108.
DNTSA. (2010) Reducing greenhouse gas emissions: The carbon tax option. Discussion paper of the Department of National Treasury of the Republic of South Africa (DNTSA). Retrieved on 1 March 2016, from http://www.treasury.gov.za/public%20comments/Discussion%20Paper%20Carbon%20Taxes%2081210.pdf.
Eberhard, A. (2011) The future of South African Coal: Market, investment, and policy challenges. Program on Energy and Sustainable Development, 1-44, Retrieved on 1 September 2016, from http://pesd.fsi.stanford.edu/sites/default/files/WP_100_Eberhard_Future_of_South_African_Coal.pdf.
Ellerman, A. D., and Joskow, P. L. (2008) The European Union's emissions trading system in perspective. Pew Center on Global Climate Change Arlington, Virginia, Arlington.
Erbaykal, E. (2008) Disaggregate energy consumption and economic growth: evidence from Turkey. International Research Journal of Finance and Economics, 20(20), 172-179.
Eskom. (2016) Eskom company profile, nature of our business and customer base. Eskom company website., Retrieved on 4 August, 2016 from http://www.eskom.co.za/OurCompany/CompanyInformation/Pages/Company_Information_1.aspx.
Fei, L., Dong, S., Xue, L., Liang, Q., and Yang, W. (2011) Energy consumption-economic growth relationship and carbon dioxide emissions in China. Energy Policy, 39(2), 568-574.
Frankel, E. G. (2008) Oil and security: A world beyond petroleum (Vol. 12): Springer Science and Business Media, Berlin.
Geels, F. W. (2014) Regime resistance against low-carbon transitions: Introducing politics and power into the multi-level perspective. Theory, Culture and Society, 31(5), 21-40.
Ghali, K. H., and El-Sakka, M. I. (2004) Energy use and output growth in Canada: A multivariate cointegration analysis. Energy Economics, 26(2), 225-238.
Greenstone, M., Kopits, E., and Wolverton, A. (2013) Developing a social cost of carbon for US regulatory analysis: A methodology and interpretation. Review of Environmental Economics and Policy, 7(1), 23-46.
Grossman, G. M., and Krueger, A. B. (1995) Economic Growth and the Environment. The Quarterly Journal of Economics, 110(2), 353-377.
Halicioglu, F. (2009) An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy, 37(3), 1156-1164.
Heinberg, R., and Fridley, D. (2010) The end of cheap coal. Nature, 468(7322), 367-369.
Johansen, S. (1988) Statistical analysis of cointegration vectors. The Journal of Economic Dynamics and Control, 12(2), 231-254.
Johansen, S. (1991) Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica: Journal of the Econometric Society, 1551-1580.
-----. (1995) Likelihood-based inference in cointegrated vector autoregressive models. OUP Catalogue, University of Copenhagen, Denmark.
Johansen, S., and Juselius, K. (1990) Maximum likelihood estimation and inference on cointegration—with applications to the demand for money. Oxford Bulletin of Economics and statistics, 52(2), 169-210.
Kivyiro, P., and Arminen, H. (2014) Carbon dioxide emissions, energy consumption, economic growth, and foreign direct investment: Causality analysis for Sub-Saharan Africa. Energy, 74, 595-606.
Koop, G., Pesaran, M. H., and Potter, S. M. (1996) Impulse response analysis in nonlinear multivariate models. The Journal of Econometrics, 74(1), 119-147.
Lin, B. Q., and Liu, J. H. (2010) Estimating coal production peak and trends of coal imports in China. Energy Policy, 38(1), 512-519.
MacKinnon, J. G., Haug, A. A., and Michelis, L. (1998) Numerical distribution functions of likelihood ratio tests for cointegration: Department of Economics, University of Canterbury.
Menyah, K., and Wolde-Rufael, Y. (2010) Energy consumption, pollutant emissions and economic growth in South Africa. Energy Economics, 32(6), 1374-1382.
Morimoto, R., and Hope, C. (2004) The impact of electricity supply on economic growth in Sri Lanka. Energy Economics, 26(1), 77-85.
Mozumder, P., and Marathe, A. (2007) Causality relationship between electricity consumption and GDP in Bangladesh. Energy Policy, 35(1), 395-402.
Narayan, P. K., and Smyth, R. (2005) Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests. Energy Policy, 33(9), 1109-1116.
Obeng-Odoom, F. (2015) Oil, capitalism, and crises. Energy Research and Social Science, 6, 155-160.
-----. (2016). Reconstructing Urban Economics. Chicago: University of Chicago Press Economics Books.
Oh, W., and Lee, K. (2004a) Causal relationship between energy consumption and GDP revisited: The case of Korea 1970–1999. Energy Economics, 26(1), 51-59.
Oh, W., and Lee, K. (2004b) Energy consumption and economic growth in Korea: Testing the causality relation. Journal of policy modeling, 26(8), 973-981.
Pao, H. T., and Tsai, C. M. (2011) Modeling and forecasting the CO2 emissions, energy consumption, and economic growth in Brazil. Energy, 36(5), 2450-2458.
Pao, H. T., Yu, H. C., and Yang, Y. H. (2011) Modeling the CO2 emissions, energy use, and economic growth in Russia. Energy, 36(8), 5094-5100.
Pesaran, H. H., and Shin, Y. (1998) Generalized impulse response analysis in linear multivariate models. Economics Letters, 58(1), 17-29.
Pokrovski, V. N. (2003) Energy in the theory of production. Energy, 28(8), 769-788.
Rafiq, S., and Salim, R. A. (2009) Temporal causality between energy consumption and income in six Asian emerging countries. Applied Economics Quarterly, 55(4), 335.
SACRM. (2011) Overview of the South African coal value chain: Prepared as a basis for the development of the South African coal roadmap. South African coal roadmap consultative process, Retrieved on 21 January 2015, from http://www.sanedi.org.za/archived/wp-content/uploads/2013/08/sacrm%20value%20chain%20overview.pdf.
Sadorsky, P. (2012) Energy consumption, output and trade in South America. Energy Economics, 34(2), 476-488.
Salim, R. A., Rafiq, S., and Hassan, A. (2008) Causality and dynamics of energy consumption and output: Evidence from Non-OECD Asian countries. Journal of Economic Development, 33(2), 1-26.
Selden, T. M., and Song, D. (1994) Environmental quality and development: Is there a Kuznets curve for air pollution emissions? The Journal of Environmental Economics and Management, 27(2), 147-162.
StatsSA. (2016) The importance of coal. Statistics South Africa publication, Retrieved on 20 February 2016, http://www.statssa.gov.za/?p=4820.
Stern, D. I. (2004) Economic growth and energy. Encyclopedia of Energy, 2(00147).
Stilwell, F. (2011) Marketising the environment. The Journal of Australian Political Economy (68), 108.
Vogler, L. (2007) Canadian Coal Deposits. Technische Universitat Bergakademie Freiberg, Germany, University publication.
Wolde-Rufael, Y. (2004) Disaggregated industrial energy consumption and GDP: The case of Shanghai, 1952–1999. Energy Economics, 26(1), 69-75.
-----. (2006) Electricity consumption and economic growth: A time series experience for 17 African countries. Energy Policy, 34(10), 1106-1114.
-----. (2010) Bounds test approach to cointegration and causality between nuclear energy consumption and economic growth in India. Energy Policy, 38(1), 52-58.
Wu, L., Kaneko, S., and Matsuoka, S. (2006) Dynamics of energy-related CO 2 emissions in China during 1980 to 2002: The relative importance of energy supply-side and demand-side effects. Energy Policy, 34(18), 3549-3572.
Yoo, S. H. (2005) Electricity consumption and economic growth: Evidence from Korea. Energy Policy, 33(12), 1627-1632.
Yuan, J. H., Kang, J. G., Zhao, C. H., and Hu, Z. G. (2008) Energy consumption and economic growth: Evidence from China at both aggregated and disaggregated levels. Energy Economics, 30(6), 3077-3094.
Zhang, X. P., and Cheng, X. M. (2009) Energy consumption, carbon emissions, and economic growth in China. Ecological Economics, 68(10), 2706-2712.
Ziramba, E. (2008) The demand for residential electricity in South Africa. Energy Policy, 36(9), 3460-3466.
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