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Are structural change and modernisation leading to convergence in the CO2 economy? Decomposition analysis of China, EU and USA

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  • Kaivo-oja, J.
  • Luukkanen, J.
  • Panula-Ontto, J.
  • Vehmas, J.
  • Chen, Y.
  • Mikkonen, S.
  • Auffermann, B.

Abstract

This article investigates the factors that impact the amount of CO2 emissions from fuel combustion and energy use in three major economies in the world, China, the EU-27 and the United States, using mathematical decomposition analysis, where the observed change in explained variable is divided into meaningful components. These components' shares of the total change can be compared and the change in the shares over time can be studied. We have conducted two different types of mathematical decomposition analyses: first, the chained decomposition analysis, in which the observed change in CO2 from fuel combustion is decomposed to four intensity factors and an extensive factor, population; and second, the sectoral decomposition analysis of the final energy use, where the change in final energy use in agricultural, industrial and service sectors are decomposed to activity, intensity and structural effects in the different sectors.

Suggested Citation

  • Kaivo-oja, J. & Luukkanen, J. & Panula-Ontto, J. & Vehmas, J. & Chen, Y. & Mikkonen, S. & Auffermann, B., 2014. "Are structural change and modernisation leading to convergence in the CO2 economy? Decomposition analysis of China, EU and USA," Energy, Elsevier, vol. 72(C), pages 115-125.
    • Handle: RePEc:eee:energy:v:72:y:2014:i:c:p:115-125
    DOI: 10.1016/j.energy.2014.05.015
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    as
    1. Lu, Ding, 2001. "Industrial policy and resource allocation: implications on China's participation in globalization," China Economic Review, Elsevier, vol. 11(4), pages 342-360.
    2. Li, Fangyi & Song, Zhouying & Liu, Weidong, 2014. "China's energy consumption under the global economic crisis: Decomposition and sectoral analysis," Energy Policy, Elsevier, vol. 64(C), pages 193-202.
    3. Luukkanen, Jyrki & Kaivo-oja, Jari, 2002. "ASEAN tigers and sustainability of energy use--decomposition analysis of energy and CO2 efficiency dynamics," Energy Policy, Elsevier, vol. 30(4), pages 281-292, March.
    4. Weber, Christopher L., 2009. "Measuring structural change and energy use: Decomposition of the US economy from 1997 to 2002," Energy Policy, Elsevier, vol. 37(4), pages 1561-1570, April.
    5. Voigt, Sebastian & De Cian, Enrica & Schymura, Michael & Verdolini, Elena, 2014. "Energy intensity developments in 40 major economies: Structural change or technology improvement?," Energy Economics, Elsevier, vol. 41(C), pages 47-62.
    6. Liu, Na & Ang, B.W., 2007. "Factors shaping aggregate energy intensity trend for industry: Energy intensity versus product mix," Energy Economics, Elsevier, vol. 29(4), pages 609-635, July.
    7. Hammond, G.P. & Norman, J.B., 2012. "Decomposition analysis of energy-related carbon emissions from UK manufacturing," Energy, Elsevier, vol. 41(1), pages 220-227.
    8. Luukkanen, J. & Kaivo-oja, J., 2002. "A comparison of Nordic energy and CO2 intensity dynamics in the years 1960–1997," Energy, Elsevier, vol. 27(2), pages 135-150.
    9. Zhang, Ming & Liu, Xiao & Wang, Wenwen & Zhou, Min, 2013. "Decomposition analysis of CO2 emissions from electricity generation in China," Energy Policy, Elsevier, vol. 52(C), pages 159-165.
    10. Inglesi-Lotz, R. & Pouris, A., 2012. "Energy efficiency in South Africa: A decomposition exercise," Energy, Elsevier, vol. 42(1), pages 113-120.
    11. Reitler, W. & Rudolph, M. & Schaefer, H., 1987. "Analysis of the factors influencing energy consumption in industry : A revised method," Energy Economics, Elsevier, vol. 9(3), pages 145-148, July.
    12. Xu, X.Y. & Ang, B.W., 2013. "Index decomposition analysis applied to CO2 emission studies," Ecological Economics, Elsevier, vol. 93(C), pages 313-329.
    13. Boyd, Gale A. & Hanson, Donald A. & Sterner, Thomas, 1988. "Decomposition of changes in energy intensity : A comparison of the Divisia index and other methods," Energy Economics, Elsevier, vol. 10(4), pages 309-312, October.
    14. Salta, Myrsine & Polatidis, Heracles & Haralambopoulos, Dias, 2009. "Energy use in the Greek manufacturing sector: A methodological framework based on physical indicators with aggregation and decomposition analysis," Energy, Elsevier, vol. 34(1), pages 90-111.
    15. Zhang, Na & Lior, Noam & Jin, Hongguang, 2011. "The energy situation and its sustainable development strategy in China," Energy, Elsevier, vol. 36(6), pages 3639-3649.
    16. Claire P. Doblin, 1988. "Declining Energy Intensity in the U.S. Manufacturing Sector," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 109-135.
    17. Sun, J.W., 2000. "An analysis of the difference in CO2 emission intensity between Finland and Sweden," Energy, Elsevier, vol. 25(11), pages 1139-1146.
    18. Holz, Carsten A., 2008. "China's Economic Growth 1978-2025: What We Know Today About China's Economic Growth Tomorrow," World Development, Elsevier, vol. 36(10), pages 1665-1691, October.
    19. Zeng, Lin & Xu, Ming & Liang, Sai & Zeng, Siyu & Zhang, Tianzhu, 2014. "Revisiting drivers of energy intensity in China during 1997–2007: A structural decomposition analysis," Energy Policy, Elsevier, vol. 67(C), pages 640-647.
    20. Hankinson, G. A. & Rhys, J. M. W., 1983. "Electricity consumption, electricity intensity and industrial structure," Energy Economics, Elsevier, vol. 5(3), pages 146-152, July.
    21. Andreoni, V. & Galmarini, S., 2012. "Decoupling economic growth from carbon dioxide emissions: A decomposition analysis of Italian energy consumption," Energy, Elsevier, vol. 44(1), pages 682-691.
    22. Ma, Chunbo & Stern, David I., 2008. "China's changing energy intensity trend: A decomposition analysis," Energy Economics, Elsevier, vol. 30(3), pages 1037-1053, May.
    23. Liddle, Brantley, 2010. "Revisiting world energy intensity convergence for regional differences," Applied Energy, Elsevier, vol. 87(10), pages 3218-3225, October.
    24. Kaivo-oja, Jari & Luukkanen, Jyrki, 2004. "The European Union balancing between CO2 reduction commitments and growth policies: decomposition analyses," Energy Policy, Elsevier, vol. 32(13), pages 1511-1530, September.
    25. Ferdinand Vinuya & Ferdinand DiFurio & Erica Sandoval, 2010. "A decomposition analysis of CO2 emissions in the United States," Applied Economics Letters, Taylor & Francis Journals, vol. 17(10), pages 925-931.
    26. Kim, Kyunam & Kim, Yeonbae, 2012. "International comparison of industrial CO2 emission trends and the energy efficiency paradox utilizing production-based decomposition," Energy Economics, Elsevier, vol. 34(5), pages 1724-1741.
    27. Howarth, Richard B. & Schipper, Lee & Duerr, Peter A. & Strøm, Steinar, 1991. "Manufacturing energy use in eight OECD countries : Decomposing the impacts of changes in output, industry structure and energy intensity," Energy Economics, Elsevier, vol. 13(2), pages 135-142, April.
    28. Jari Kaivo-oja, Jyrki Luukkanen, 2002. "Energy and CO 2 efficiency dynamics in world regions," International Journal of Global Energy Issues, Inderscience Enterprises Ltd, vol. 18(2/3/4), pages 274-293.
    29. Ang, B.W. & Zhang, F.Q., 2000. "A survey of index decomposition analysis in energy and environmental studies," Energy, Elsevier, vol. 25(12), pages 1149-1176.
    30. Kahrl, Fredrich & Roland-Holst, David, 2009. "Growth and structural change in China's energy economy," Energy, Elsevier, vol. 34(7), pages 894-903.
    31. Ang, B. W. & Lee, S. Y., 1994. "Decomposition of industrial energy consumption : Some methodological and application issues," Energy Economics, Elsevier, vol. 16(2), pages 83-92, April.
    32. Zhang, Ming & Mu, Hailin & Ning, Yadong & Song, Yongchen, 2009. "Decomposition of energy-related CO2 emission over 1991-2006 in China," Ecological Economics, Elsevier, vol. 68(7), pages 2122-2128, May.
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