IDEAS home Printed from https://ideas.repec.org/p/rri/wpaper/2014td01.html
   My bibliography  Save this paper

Matlab Code for Structural Decomposition Analysis

Author

Listed:
  • Juan Tomas Sayago-Gomez

    (Regional Research Institute, West Virginia University)

Abstract

This TechDoc describes the steps necessary to apply the Structural Decomposition Analysis (SDA) using Matlab. The code has two stages. The first stage, which comprises PrepSDA.m and RAS_SDA.m, prepares the data and the input required for SDA based on the accounting identities defined in Miller and Blair (2009) and Jackson and Schwarm (2011). The second stage (SDA.m) carries out the analysis and estimates the results based on the mathematical procedure in Yang and Lahr (2010) and Zhang and Lahr (2014). The end results can be exported into a csv file.

Suggested Citation

  • Juan Tomas Sayago-Gomez, 2014. "Matlab Code for Structural Decomposition Analysis," Working Papers Technical Document 2014-0, Regional Research Institute, West Virginia University, revised 05 May 2014.
    • Handle: RePEc:rri:wpaper:2014td01
    as

    Download full text from publisher

    File URL: https://researchrepository.wvu.edu/rri_tech_docs/5/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Miller,Ronald E. & Blair,Peter D., 2009. "Input-Output Analysis," Cambridge Books, Cambridge University Press, number 9780521517133.
    2. Miller,Ronald E. & Blair,Peter D., 2009. "Input-Output Analysis," Cambridge Books, Cambridge University Press, number 9780521739023.
    3. Yang, Ling & Lahr, Michael L., 2010. "Sources of Chinese labor productivity growth: A structural decomposition analysis, 1987-2005," China Economic Review, Elsevier, vol. 21(4), pages 557-570, December.
    4. Randall Jackson & Walter Schwarm, 2011. "Accounting foundations for interregional commodity-by-industry input-output models," Letters in Spatial and Resource Sciences, Springer, vol. 4(3), pages 187-196, October.
    5. Zhang, Haiyan & Lahr, Michael L., 2014. "China's energy consumption change from 1987 to 2007: A multi-regional structural decomposition analysis," Energy Policy, Elsevier, vol. 67(C), pages 682-693.
    6. repec:bla:revinw:v:44:y:1998:i:1:p:111-22 is not listed on IDEAS
    7. repec:rri:wpaper:201101 is not listed on IDEAS
    8. Erik Dietzenbacher & Alex R. Hoen, 1998. "Deflation Of Input‐Output Tables From The User'S Point Of View: A Heuristic Approach," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 44(1), pages 111-122, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Arne J. Nagengast & Robert Stehrer, 2016. "The Great Collapse in Value Added Trade," Review of International Economics, Wiley Blackwell, vol. 24(2), pages 392-421, May.
    2. Zhang, Youguo & Tang, Zhipeng, 2015. "Driving factors of carbon embodied in China's provincial exports," Energy Economics, Elsevier, vol. 51(C), pages 445-454.
    3. Ana-Isabel Guerra & Ferran Sancho, 2013. "A Linear Price Model With Extractions," EcoMod2013 5113, EcoMod.
    4. Strohmaier, Rita & Rainer, Andreas, 2013. "On the Eonomic Purpose of General Purpose Technologies: A Combined Classical and Evolutionary Framework," MPRA Paper 45964, University Library of Munich, Germany.
    5. Johann Audrain & Mateo Cordier & Sylvie Faucheux & Martin O’Connor, 2013. "Écologie territoriale et indicateurs pour un développement durable de la métropole parisienne," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(3), pages 523-559.
    6. Daniel Croner & Ivan Frankovic, 2018. "A Structural Decomposition Analysis of Global and NationalEnergy Intensity Trends," The Energy Journal, , vol. 39(2), pages 103-122, March.
    7. Arne J. Nagengast & Robert Stehrer, 2016. "Accounting for the Differences Between Gross and Value Added Trade Balances," The World Economy, Wiley Blackwell, vol. 39(9), pages 1276-1306, September.
    8. repec:ilo:ilowps:485511 is not listed on IDEAS
    9. Garry Mcdonald, 2010. "A didactic Input-Output model for territorial ecology analyses," Working Papers hal-00911640, HAL.
    10. Moretto, Antonio Carlos & Rodrigues, Rossana Lott & Sesso Filho, Umberto Antonio & Guilhoto, Joaquim José Martins & Maia, Katy, 2012. "Regiões polarizadas no Paraná: relações inter setoriais e inter regionais em 2006," MPRA Paper 46996, University Library of Munich, Germany.
    11. Eduardo A. Haddad & Juan M. G. Samaniego, Alexandre A. Porsse, Diego Ochoa, Santiago Ochoa, Luiz G. A. de Souza, 2011. "Interregional Input-Ouptut System for Ecuador, 2007: Methodology and Results," Working Papers, Department of Economics 2011_08, University of São Paulo (FEA-USP).
    12. Matías Piaggio & Vicent Alcántara Escolano & Emilio Padilla, 2012. "Economic structure and key sectors analysis of greenhouse gas emissions in Uruguay," Working Papers wpdea1204, Department of Applied Economics at Universitat Autonoma of Barcelona.
    13. Sadao, Nishimura, 2010. "Towards Analysis of Vertical Structure of Industries: a method and its application to U.S. industries," MPRA Paper 27464, University Library of Munich, Germany.
    14. Gemechu, E.D. & Butnar, I. & Llop, M. & Castells, F., 2012. "Environmental tax on products and services based on their carbon footprint: A case study of the pulp and paper sector," Energy Policy, Elsevier, vol. 50(C), pages 336-344.
    15. Hermannsson, Kristinn & McIntyre, Stuart G., 2014. "Local consumption and territorial based accounting for CO2 emissions," Ecological Economics, Elsevier, vol. 104(C), pages 1-11.
    16. Fontagné, Lionel & Santoni, Gianluca, 2021. "GVCs and the endogenous geography of RTAs," European Economic Review, Elsevier, vol. 132(C).
    17. Haddad, Eduardo, 2012. "Progress on the Development of an Interregional Computable General Equilibrium Model for Lebanon: The Input-Output System," TD NEREUS 1-2012, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).
    18. Aldasoro, Iñaki & Alves, Iván, 2018. "Multiplex interbank networks and systemic importance: An application to European data," Journal of Financial Stability, Elsevier, vol. 35(C), pages 17-37.
    19. Tobias Kronenberg, 2012. "Regional input-output models and the treatment of imports in the European System of Accounts (ESA)," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 32(2), pages 175-191, September.
    20. Hiroyuki Matsuoka, 2017. "Industrial Structure of Prefectures in Japan," Journal of Asian Scientific Research, Asian Economic and Social Society, vol. 7(11), pages 440-449, November.
    21. Suder, Gabriele & Liesch, Peter W. & Inomata, Satoshi & Mihailova, Irina & Meng, Bo, 2015. "The evolving geography of production hubs and regional value chains across East Asia: Trade in value-added," Journal of World Business, Elsevier, vol. 50(3), pages 404-416.

    More about this item

    Keywords

    structural decomposition analysis; input-output; RAS procedure;
    All these keywords.

    JEL classification:

    • C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:rri:wpaper:2014td01. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Randall Jackson (email available below). General contact details of provider: https://edirc.repec.org/data/rrwvuus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.