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Structural decomposition analysis applied to energy and emissions: Some methodological developments

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  • Su, Bin
  • Ang, B.W.

Abstract

The only comprehensive study comparing structural decomposition analysis (SDA) and index decomposition analysis (IDA) was conducted around 2000. There have since been new developments in both techniques in energy and emission studies. These developments have been studied systematically for IDA but similar studies for SDA are lacking. In this paper, we fill the gap by examining the new methodological developments in SDA. A new development is a shift towards using decomposition methods that are ideal. We compare four such SDA methods analytically and empirically through decomposing changes in China's CO2 emissions. We then provide guidelines on method selection. Finally, we discuss the similarities and differences between SDA and IDA based on the latest available information.

Suggested Citation

  • Su, Bin & Ang, B.W., 2012. "Structural decomposition analysis applied to energy and emissions: Some methodological developments," Energy Economics, Elsevier, vol. 34(1), pages 177-188.
  • Handle: RePEc:eee:eneeco:v:34:y:2012:i:1:p:177-188
    DOI: 10.1016/j.eneco.2011.10.009
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    1. Liu, X.Q. & Ang, B.W. & Ong, H.L., 1992. "Interfuel substitution and decomposition of changes in industrial energy consumption," Energy, Elsevier, vol. 17(7), pages 689-696.
    2. Su, Bin & Huang, H.C. & Ang, B.W. & Zhou, P., 2010. "Input-output analysis of CO2 emissions embodied in trade: The effects of sector aggregation," Energy Economics, Elsevier, vol. 32(1), pages 166-175, January.
    3. Choi, Ki-Hong & Ang, B. W., 2003. "Decomposition of aggregate energy intensity changes in two measures: ratio and difference," Energy Economics, Elsevier, vol. 25(6), pages 615-624, November.
    4. Ang, B.W., 1995. "Decomposition methodology in industrial energy demand analysis," Energy, Elsevier, vol. 20(11), pages 1081-1095.
    5. Chai, Jian & Guo, Ju-E & Wang, Shou-Yang & Lai, Kin Keung, 2009. "Why does energy intensity fluctuate in China?," Energy Policy, Elsevier, vol. 37(12), pages 5717-5731, December.
    6. G. Boyd & J. F. McDonald & M. Ross & D. A. Hansont, 1987. "Separating the Changing Composition of U.S. Manufacturing Production from Energy Efficiency Improvements: A Divisia Index Approach," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 77-96.
    7. 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.
    8. Chung, Hyun-Sik & Rhee, Hae-Chun, 2001. "A residual-free decomposition of the sources of carbon dioxide emissions: a case of the Korean industries," Energy, Elsevier, vol. 26(1), pages 15-30.
    9. Hoekstra, Rutger & van den Bergh, Jeroen C. J. M., 2003. "Comparing structural decomposition analysis and index," Energy Economics, Elsevier, vol. 25(1), pages 39-64, January.
    10. Roca, Jordi & Serrano, Monica, 2007. "Income growth and atmospheric pollution in Spain: An input-output approach," Ecological Economics, Elsevier, vol. 63(1), pages 230-242, June.
    11. Rutger Hoekstra & Jeroen van den Bergh, 2002. "Structural Decomposition Analysis of Physical Flows in the Economy," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(3), pages 357-378, November.
    12. Ang, B.W. & Liu, F.L. & Chung, Hyun-Sik, 2004. "A generalized Fisher index approach to energy decomposition analysis," Energy Economics, Elsevier, vol. 26(5), pages 757-763, September.
    13. Ang, B.W., 2006. "Monitoring changes in economy-wide energy efficiency: From energy-GDP ratio to composite efficiency index," Energy Policy, Elsevier, vol. 34(5), pages 574-582, March.
    14. de Nooij, Michiel & van der Kruk, Rene & van Soest, Daan P., 2003. "International comparisons of domestic energy consumption," Energy Economics, Elsevier, vol. 25(4), pages 359-373, July.
    15. Wachsmann, Ulrike & Wood, Richard & Lenzen, Manfred & Schaeffer, Roberto, 2009. "Structural decomposition of energy use in Brazil from 1970 to 1996," Applied Energy, Elsevier, vol. 86(4), pages 578-587, April.
    16. Lee, Cheng F. & Lin, Sue J., 2001. "Structural decomposition of CO2 emissions from Taiwan's petrochemical industries," Energy Policy, Elsevier, vol. 29(3), pages 237-244, February.
    17. Paul De Boer, 2008. "Additive Structural Decomposition Analysis and Index Number Theory: An Empirical Application of the Montgomery Decomposition," Economic Systems Research, Taylor & Francis Journals, vol. 20(1), pages 97-109.
    18. Stephen Casler & Adam Rose, 1998. "Carbon Dioxide Emissions in the U.S. Economy: A Structural Decomposition Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 11(3), pages 349-363, April.
    19. Llop, Maria, 2007. "Economic structure and pollution intensity within the environmental input-output framework," Energy Policy, Elsevier, vol. 35(6), pages 3410-3417, June.
    20. Richard F. Garbaccio & Mun S. Ho & Dale W. Jorgenson, 1999. "Why Has the Energy-Output Ratio Fallen in China?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 63-91.
    21. Shigemi Kagawa & Hajime Inamura, 2004. "A Spatial Structural Decomposition Analysis of Chinese and Japanese Energy Demand: 1985-1990," Economic Systems Research, Taylor & Francis Journals, vol. 16(3), pages 279-299.
    22. Cao, Shuyan & Xie, Gaodi & Zhen, Lin, 2010. "Total embodied energy requirements and its decomposition in China's agricultural sector," Ecological Economics, Elsevier, vol. 69(7), pages 1396-1404, May.
    23. Alcantara, Vicent & Duarte, Rosa, 2004. "Comparison of energy intensities in European Union countries. Results of a structural decomposition analysis," Energy Policy, Elsevier, vol. 32(2), pages 177-189, January.
    24. Ang, B.W. & Liu, F.L., 2001. "A new energy decomposition method: perfect in decomposition and consistent in aggregation," Energy, Elsevier, vol. 26(6), pages 537-548.
    25. Wier, Mette & Hasler, Berit, 1999. "Accounting for nitrogen in Denmark--a structural decomposition analysis," Ecological Economics, Elsevier, vol. 30(2), pages 317-331, August.
    26. Lenzen, Manfred, 2006. "Decomposition analysis and the mean-rate-of-change index," Applied Energy, Elsevier, vol. 83(3), pages 185-198, March.
    27. Sorrell, Steve & Lehtonen, Markku & Stapleton, Lee & Pujol, Javier & Champion, Toby, 2009. "Decomposing road freight energy use in the United Kingdom," Energy Policy, Elsevier, vol. 37(8), pages 3115-3129, August.
    28. Henrik Jacobsen, 2000. "Energy Demand, Structural Change and Trade: A Decomposition Analysis of the Danish Manufacturing Industry," Economic Systems Research, Taylor & Francis Journals, vol. 12(3), pages 319-343.
    29. Thi Anh Tuyet, Nguyen & Ishihara, Keiichi N., 2006. "Analysis of changing hidden energy flow in Vietnam," Energy Policy, Elsevier, vol. 34(14), pages 1883-1888, September.
    30. Ang, B.W. & Liu, Na, 2007. "Negative-value problems of the logarithmic mean Divisia index decomposition approach," Energy Policy, Elsevier, vol. 35(1), pages 739-742, January.
    31. Sato, Kazuo, 1976. "The Ideal Log-Change Index Number," The Review of Economics and Statistics, MIT Press, vol. 58(2), pages 223-228, May.
    32. Su, Bin & Ang, B.W., 2010. "Input-output analysis of CO2 emissions embodied in trade: The effects of spatial aggregation," Ecological Economics, Elsevier, vol. 70(1), pages 10-18, November.
    33. Ang, B. W., 2004. "Decomposition analysis for policymaking in energy:: which is the preferred method?," Energy Policy, Elsevier, vol. 32(9), pages 1131-1139, June.
    34. Okushima, Shinichiro & Tamura, Makoto, 2010. "What causes the change in energy demand in the economy?: The role of technological change," Energy Economics, Elsevier, vol. 32(Supplemen), pages 41-46, September.
    35. Ang, B.W & Zhang, F.Q & Choi, Ki-Hong, 1998. "Factorizing changes in energy and environmental indicators through decomposition," Energy, Elsevier, vol. 23(6), pages 489-495.
    36. Erik Dietzenbacher & Bart Los, 1998. "Structural Decomposition Techniques: Sense and Sensitivity," Economic Systems Research, Taylor & Francis Journals, vol. 10(4), pages 307-324.
    37. Ang, B.W. & Mu, A.R. & Zhou, P., 2010. "Accounting frameworks for tracking energy efficiency trends," Energy Economics, Elsevier, vol. 32(5), pages 1209-1219, September.
    38. B. W. Ang & Ki-Hong Choi, 1997. "Decomposition of Aggregate Energy and Gas Emission Intensities for Industry: A Refined Divisia Index Method," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 59-73.
    39. Albrecht, Johan & Francois, Delphine & Schoors, Koen, 2002. "A Shapley decomposition of carbon emissions without residuals," Energy Policy, Elsevier, vol. 30(9), pages 727-736, July.
    40. Ang, B. W. & Liu, F. L. & Chew, E. P., 2003. "Perfect decomposition techniques in energy and environmental analysis," Energy Policy, Elsevier, vol. 31(14), pages 1561-1566, November.
    41. Sun, J. W., 1998. "Changes in energy consumption and energy intensity: A complete decomposition model," Energy Economics, Elsevier, vol. 20(1), pages 85-100, February.
    42. Wu, Jung-Hua & Chen, Yen-Yin & Huang, Yun-Hsun, 2007. "Trade pattern change impact on industrial CO2 emissions in Taiwan," Energy Policy, Elsevier, vol. 35(11), pages 5436-5446, November.
    43. Chang, Yih F. & Lewis, Charles & Lin, Sue J., 2008. "Comprehensive evaluation of industrial CO2 emission (1989-2004) in Taiwan by input-output structural decomposition," Energy Policy, Elsevier, vol. 36(7), pages 2471-2480, July.
    44. Rhee, Hae-Chun & Chung, Hyun-Sik, 2006. "Change in CO2 emission and its transmissions between Korea and Japan using international input-output analysis," Ecological Economics, Elsevier, vol. 58(4), pages 788-800, July.
    45. Zhang, Youguo, 2009. "Structural decomposition analysis of sources of decarbonizing economic development in China; 1992-2006," Ecological Economics, Elsevier, vol. 68(8-9), pages 2399-2405, June.
    46. Liu, Hongtao & Xi, Youmin & Guo, Ju'e & Li, Xia, 2010. "Energy embodied in the international trade of China: An energy input-output analysis," Energy Policy, Elsevier, vol. 38(8), pages 3957-3964, August.
    47. Zhang, Youguo, 2010. "Supply-side structural effect on carbon emissions in China," Energy Economics, Elsevier, vol. 32(1), pages 186-193, January.
    48. Mark De Haan, 2001. "A Structural Decomposition Analysis of Pollution in the Netherlands," Economic Systems Research, Taylor & Francis Journals, vol. 13(2), pages 181-196.
    49. Mukhopadhyay, Kakali & Forssell, Osmo, 2005. "An empirical investigation of air pollution from fossil fuel combustion and its impact on health in India during 1973-1974 to 1996-1997," Ecological Economics, Elsevier, vol. 55(2), pages 235-250, November.
    50. Lim, Hea-Jin & Yoo, Seung-Hoon & Kwak, Seung-Jun, 2009. "Industrial CO2 emissions from energy use in Korea: A structural decomposition analysis," Energy Policy, Elsevier, vol. 37(2), pages 686-698, February.
    51. Dong, Yanli & Ishikawa, Masanobu & Liu, Xianbing & Wang, Can, 2010. "An analysis of the driving forces of CO2 emissions embodied in Japan-China trade," Energy Policy, Elsevier, vol. 38(11), pages 6784-6792, November.
    52. Alex Hoen & Machiel Mulder, 2003. "Explaining Dutch emissions of CO2; a decomposition analysis," CPB Discussion Paper 24.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    53. Yabe, Nobuko, 2004. "An analysis of CO2 emissions of Japanese industries during the period between 1985 and 1995," Energy Policy, Elsevier, vol. 32(5), pages 595-610, March.
    54. 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.
    55. Ang, B.W. & Huang, H.C. & Mu, A.R., 2009. "Properties and linkages of some index decomposition analysis methods," Energy Policy, Elsevier, vol. 37(11), pages 4624-4632, November.
    56. Su, Bin & Ang, B.W., 2011. "Multi-region input–output analysis of CO2 emissions embodied in trade: The feedback effects," Ecological Economics, Elsevier, vol. 71(C), pages 42-53.
    57. Alex Hoen & Machiel Mulder, 2003. "Explaining Dutch emissions of CO2; a decomposition analysis," CPB Discussion Paper 24, CPB Netherlands Bureau for Economic Policy Analysis.
    58. Wood, Richard & Lenzen, Manfred, 2009. "Structural path decomposition," Energy Economics, Elsevier, vol. 31(3), pages 335-341, May.
    59. Gould, Brian W. & Kulshreshtha, Surendra N., 1986. "An interindustry analysis of structural change and energy use linkages in the Saskatchewan economy," Energy Economics, Elsevier, vol. 8(3), pages 186-196, July.
    60. Ang, B.W. & Liu, Na, 2007. "Handling zero values in the logarithmic mean Divisia index decomposition approach," Energy Policy, Elsevier, vol. 35(1), pages 238-246, January.
    61. Munksgaard, Jesper & Pedersen, Klaus Alsted & Wien, Mette, 2000. "Impact of household consumption on CO2 emissions," Energy Economics, Elsevier, vol. 22(4), pages 423-440, August.
    62. Betts, Julian R., 1989. "Two exact, non-arbitrary and general methods of decomposing temporal change," Economics Letters, Elsevier, vol. 30(2), pages 151-156, August.
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    More about this item

    Keywords

    Input–output analysis; Structural decomposition analysis; Index decomposition analysis; Ideal decomposition; Exact decomposition;
    All these keywords.

    JEL classification:

    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
    • P28 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Natural Resources; Environment
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

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