Examining the link between carbon dioxide emissions and the share of industry in GDP: Modeling and testing for the G-7 countries
AbstractIn this paper, the relationship between per capita CO2 emissions and the share of industrial value added in gross domestic product (GDP) for the G-7 countries is discussed using a novel approach. It is assumed that per capita CO2 emissions are correspondent to the share of industrial value added in GDP. A model is developed using hidden Markov process to search this initial assumption. In the model, the data for industrial share in GDP are assigned to be the observations, while the data for per capita CO2 emissions represent the hidden process, which may be then predicted using the ratio of industrial value added to GDP. The data set covers the period from 1970 to 2008 and the model is tested for the G-7 countries. The study findings show that, except in the case of Canada, the hidden Markov model performs reasonably well in tracking per capita CO2 emissions. The study results provide also a basis for a number of policy implications.
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Bibliographic InfoArticle provided by Elsevier in its journal Energy Policy.
Volume (Year): 39 (2011)
Issue (Month): 6 (June)
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Web page: http://www.elsevier.com/locate/enpol
Carbon emissions Industrial production Hidden Markov models;
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- Jobert, Thomas & Karanfil, Fatih & Tykhonenko, Anna, 2010. "Convergence of per capita carbon dioxide emissions in the EU: Legend or reality?," Energy Economics, Elsevier, vol. 32(6), pages 1364-1373, November.
- Gregory, A.W. & Hansen, B.E., 1992.
"Residual-Based Tests for Cointegration in Models with Regime Shifts,"
RCER Working Papers
335, University of Rochester - Center for Economic Research (RCER).
- Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
- Allan w. Gregory & Bruce E. Hansen, 1992. "residual-Based Tests for Cointegration in Models with Regime Shifts," Working Papers 862, Queen's University, Department of Economics.
- Lee, Chien-Chiang & Lee, Jun-De, 2009. "Income and CO2 emissions: Evidence from panel unit root and cointegration tests," Energy Policy, Elsevier, vol. 37(2), pages 413-423, February.
- Karanfil, Fatih & Ozkaya, Ata, 2007. "Estimation of real GDP and unrecorded economy in Turkey based on environmental data," Energy Policy, Elsevier, vol. 35(10), pages 4902-4908, October.
- Karanfil, Fatih, 2009. "How many times again will we examine the energy-income nexus using a limited range of traditional econometric tools?," Energy Policy, Elsevier, vol. 37(4), pages 1191-1194, April.
- Joakim Westerlund & Syed Basher, 2008.
"Testing for Convergence in Carbon Dioxide Emissions Using a Century of Panel Data,"
Environmental & Resource Economics,
European Association of Environmental and Resource Economists, vol. 40(1), pages 109-120, May.
- Westerlund, Joakim & Basher, Syed A., 2007. "Testing for Convergence in Carbon Dioxide Emissions Using a Century of Panel Data," MPRA Paper 3262, University Library of Munich, Germany.
- Wagner, Martin, 2006.
"The Carbon Kuznets Curve. A Cloudy Picture Emitted by Bad Econometrics?,"
197, Institute for Advanced Studies.
- Wagner, Martin, 2008. "The carbon Kuznets curve: A cloudy picture emitted by bad econometrics?," Resource and Energy Economics, Elsevier, vol. 30(3), pages 388-408, August.
- Martin Wagner & Georg Müller-Fürstenberger, 2004. "The Carbon Kuznets Curve: A Cloudy Picture Emitted by Bad Econometrics?," Diskussionsschriften dp0418, Universitaet Bern, Departement Volkswirtschaft.
- Yuan, Chaoqing & Liu, Sifeng & Fang, Zhigeng & Xie, Naiming, 2010. "The relation between Chinese economic development and energy consumption in the different periods," Energy Policy, Elsevier, vol. 38(9), pages 5189-5198, September.
- Aldy, Joseph, 2005.
"Per Capita Carbon Dioxide Emissions: Convergence or Divergence?,"
dp-05-53, Resources For the Future.
- Joseph Aldy, 2006. "Per Capita Carbon Dioxide Emissions: Convergence or Divergence?," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 33(4), pages 533-555, 04.
- Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
- Lee, Chien-Chiang & Chang, Chun-Ping, 2005. "Structural breaks, energy consumption, and economic growth revisited: Evidence from Taiwan," Energy Economics, Elsevier, vol. 27(6), pages 857-872, November.
- 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.
- Zhang, Zhongxiang, 2000. "Decoupling China's Carbon Emissions Increase from Economic Growth: An Economic Analysis and Policy Implications," World Development, Elsevier, vol. 28(4), pages 739-752, April.
- David I. Stern & Tony Auld & Michael S. Common & Kali K. Sanyal, 1998.
"Is there an environmental Kuznets curve for sulfur?,"
Working Papers in Ecological Economics
9804, Australian National University, Centre for Resource and Environmental Studies, Ecological Economics Program.
- Stern, David I. & Common, Michael S., 2001. "Is There an Environmental Kuznets Curve for Sulfur?," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 162-178, March.
- Apergis, Nicholas & Payne, James E., 2010. "The emissions, energy consumption, and growth nexus: Evidence from the commonwealth of independent states," Energy Policy, Elsevier, vol. 38(1), pages 650-655, January.
- Marco Barassi & Matthew Cole & Robert Elliott, 2008. "Stochastic Divergence or Convergence of Per Capita Carbon Dioxide Emissions: Re-examining the Evidence," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 40(1), pages 121-137, May.
- Lozano, Sebastián & Gutiérrez, Ester, 2008. "Non-parametric frontier approach to modelling the relationships among population, GDP, energy consumption and CO2 emissions," Ecological Economics, Elsevier, vol. 66(4), pages 687-699, July.
- Chris Bataille & Nic Rivers & Paulus Mau & Chris Joseph & Jian-Jun Tu, 2007. "How Malleable are the Greenhouse Gas Emission Intensities of the G7 Nations?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 145-170.
- 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.
- Ghosh, Sajal, 2010. "Examining carbon emissions economic growth nexus for India: A multivariate cointegration approach," Energy Policy, Elsevier, vol. 38(6), pages 3008-3014, June.
- Esso, Loesse Jacques, 2010. "Threshold cointegration and causality relationship between energy use and growth in seven African countries," Energy Economics, Elsevier, vol. 32(6), pages 1383-1391, November.
- Say, Nuriye Peker & Yucel, Muzaffer, 2006. "Energy consumption and CO2 emissions in Turkey: Empirical analysis and future projection based on an economic growth," Energy Policy, Elsevier, vol. 34(18), pages 3870-3876, December.
- Jebaraj, S. & Iniyan, S., 2006. "A review of energy models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 10(4), pages 281-311, August.
- Phu Nguyen Van, 2005. "Distribution Dynamics of CO2 Emissions," THEMA Working Papers 2005-10, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
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