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Structural decomposition analysis with disaggregate factors within the Leontief inverse

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  • Kirill Muradov

    (Centre for Information and Analysis of Foreign Trade)

Abstract

A trivial case in input–output structural decomposition analysis is a decomposition of a product of variables, or factors, where one factor is an inverse—typically, Leontief inverse—of a sum of other factors. There may be dozens and hundreds of such factors that describe the changes in subsets of technical coefficients. The existing literature offers ambiguous guidance in this case. The solution that is consistent with the index number theory may be virtually infeasible. The simplified ad hoc solutions require the researcher to make arbitrary choices, lead to biased estimates and do not ensure the consistency-in-aggregation of factors. This paper reviews the ad hoc solutions to the said problem and describes a numerical test to identify the best-performing solution. It is found that calculating the average of the two polar decomposition forms for each factor is superior to other approximations in terms of minimising the errors.

Suggested Citation

  • Kirill Muradov, 2021. "Structural decomposition analysis with disaggregate factors within the Leontief inverse," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 10(1), pages 1-17, December.
  • Handle: RePEc:spr:jecstr:v:10:y:2021:i:1:d:10.1186_s40008-021-00245-5
    DOI: 10.1186/s40008-021-00245-5
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    References listed on IDEAS

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    1. Kjartan Steen-Olsen & Anne Owen & John Barrett & Dabo Guan & Edgar G. Hertwich & Manfred Lenzen & Thomas Wiedmann, 2016. "Accounting for value added embodied in trade and consumption: an intercomparison of global multiregional input--output databases," Economic Systems Research, Taylor & Francis Journals, vol. 28(1), pages 78-94, March.
    2. Paul de Boer & João F. D. Rodrigues, 2020. "Decomposition analysis: when to use which method?," Economic Systems Research, Taylor & Francis Journals, vol. 32(1), pages 1-28, January.
    3. Wolfgang Koller & Robert Stehrer, 2010. "Trade Integration, Outsourcing And Employment In Austria: A Decomposition Approach," Economic Systems Research, Taylor & Francis Journals, vol. 22(3), pages 237-261.
    4. 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.
    5. Jan Oosterhaven & Alex R. Hoen, 1998. "original: Preferences, technology, trade and real income changes in the European Union An intercountry decomposition analysis for 1975-1985," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 32(4), pages 505-524.
    6. Erik Dietzenbacher & Bart Los, 1998. "Structural Decomposition Techniques: Sense and Sensitivity," Economic Systems Research, Taylor & Francis Journals, vol. 10(4), pages 307-324.
    7. Paul De Boer, 2009. "Multiplicative Decomposition And Index Number Theory: An Empirical Application Of The Sato-Vartia Decomposition," Economic Systems Research, Taylor & Francis Journals, vol. 21(2), pages 163-174.
    8. Bin Su & B. W. Ang, 2012. "Structural Decomposition Analysis Applied To Energy And Emissions: Aggregation Issues," Economic Systems Research, Taylor & Francis Journals, vol. 24(3), pages 299-317, March.
    9. 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.
    10. 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.
    11. Wang, H. & Ang, B.W. & Su, Bin, 2017. "Assessing drivers of economy-wide energy use and emissions: IDA versus SDA," Energy Policy, Elsevier, vol. 107(C), pages 585-599.
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    Cited by:

    1. Eduardo Amaral Haddad & Ilham Najib, 2024. "The Automotive Sector in Morocco: An Input-Output Structural Decomposition Analysis," Research papers & Policy papers 1973, Policy Center for the New South.

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