Decomposition analysis: when to use which method?

被引：37
作者：
de Boer, Paul [1 ]
Rodrigues, Joao F. D. [2 ]
机构：
[1] Erasmus Univ, Erasmus Sch Econ, Econometr Inst, Rotterdam, Netherlands
[2] Leiden Univ, Inst Environm Sci CML, Einsteinweg 2, NL-2333 CC Leiden, Netherlands
来源：
ECONOMIC SYSTEMS RESEARCH | 2020年 / 32卷 / 01期
关键词：
Index number theory; index decomposition analysis; structural decomposition analysis; decision tree; INDEX NUMBER-THEORY; MULTIPLICATIVE STRUCTURAL DECOMPOSITION; GENERALIZED FISHER INDEX; EMPIRICAL APPLICATION; EMISSION INTENSITIES; ENERGY-CONSUMPTION; ATTRIBUTION; PERFECT; CHINA;
D O I：
10.1080/09535314.2019.1652571
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
Structural and index decomposition analyses allow identifying the main drivers of observed changes over time of energy and environmental impacts. These decomposition analyses have become very popular in recent decades and, many alternative methods to implement them have become available. Several of the most popular methods have been developed earlier in index number theory, a context in which each particular method is defined by adhering to a set of properties. The goal of the present paper is to review the main results of index number theory and discuss its connection to decomposition analyses. By doing so, we can present a decision tree that allows users to choose a decomposition method that meets desired properties. We report as hands-on example an empirical case study of the carbon footprint of the Netherlands in the period 2004?2005.
引用
收藏
页码：1 / 28
页数：28
相关论文
共 57 条
  • [1] A Shapley decomposition of carbon emissions without residuals
    Albrecht, J
    Francois, D
    Schoors, K
    [J]. ENERGY POLICY, 2002, 30 (09) : 727 - 736
  • [2] Negative-value problems of the logarithmic mean Divisia index decomposition approach
    Ang, B. W.
    Liu, Na
    [J]. ENERGY POLICY, 2007, 35 (01) : 739 - 742
  • [3] Handling zero values in the logarithmic mean Divisia index decomposition approach
    Ang, B. W.
    Liu, Na
    [J]. ENERGY POLICY, 2007, 35 (01) : 238 - 246
  • [4] Index decomposition analysis with multidimensional and multilevel energy data
    Ang, B. W.
    Wang, H.
    [J]. ENERGY ECONOMICS, 2015, 51 : 67 - 76
  • [5] LMDI decomposition approach: A guide for implementation
    Ang, B. W.
    [J]. ENERGY POLICY, 2015, 86 : 233 - 238
  • [6] Properties and linkages of some index decomposition analysis methods
    Ang, B. W.
    Huang, H. C.
    Mu, A. R.
    [J]. ENERGY POLICY, 2009, 37 (11) : 4624 - 4632
  • [7] Ang BW, 1997, ENERGY J, V18, P59
  • [8] A generalized Fisher index approach to energy decomposition analysis
    Ang, BW
    Liu, FL
    Chung, HS
    [J]. ENERGY ECONOMICS, 2004, 26 (05) : 757 - 763
  • [9] Decomposition analysis for policymaking in energy: which is the preferred method?
    Ang, BW
    [J]. ENERGY POLICY, 2004, 32 (09) : 1131 - 1139
  • [10] Perfect decomposition techniques in energy and environmental analysis
    Ang, BW
    Liu, FL
    Chew, EP
    [J]. ENERGY POLICY, 2003, 31 (14) : 1561 - 1566
123456