IDEAS home Printed from https://ideas.repec.org/p/arx/papers/1705.02154.html
   My bibliography  Save this paper

Leontief Meets Shannon - Measuring the Complexity of the Economic System

Author

Listed:
  • Dave Zachariah
  • Paul Cockshott

Abstract

We develop a complexity measure for large-scale economic systems based on Shannon's concept of entropy. By adopting Leontief's perspective of the production process as a circular flow, we formulate the process as a Markov chain. Then we derive a measure of economic complexity as the average number of bits required to encode the flow of goods and services in the production process. We illustrate this measure using data from seven national economies, spanning several decades.

Suggested Citation

  • Dave Zachariah & Paul Cockshott, 2017. "Leontief Meets Shannon - Measuring the Complexity of the Economic System," Papers 1705.02154, arXiv.org, revised Jul 2017.
  • Handle: RePEc:arx:papers:1705.02154
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/1705.02154
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. ten Raa,Thijs, 2006. "The Economics of Input-Output Analysis," Cambridge Books, Cambridge University Press, number 9780521602679.
    2. Leontief, Wassily, 1991. "The economy as a circular flow," Structural Change and Economic Dynamics, Elsevier, vol. 2(1), pages 181-212, June.
    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. Lechón, Y. & de la Rúa, C. & Rodríguez, I. & Caldés, N., 2019. "Socioeconomic implications of biofuels deployment through an Input-Output approach. A case study in Uruguay," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 178-191.
    2. André Lorentz & Maria Savona, 2009. "Evolutionary micro-dynamics and changes in the economic structure," Springer Books, in: Uwe Cantner & Jean-Luc Gaffard & Lionel Nesta (ed.), Schumpeterian Perspectives on Innovation, Competition and Growth, pages 137-160, Springer.
    3. Florian Blöchl & Fabian J. Theis & Fernando Vega-Redondo & Eric O'N. Fisher, 2010. "Which Sectors of a Modern Economy are most Central?," CESifo Working Paper Series 3175, CESifo.
    4. Matteo Lucchese, 2011. "Innovation, demand and structural change in Europe," Working Papers 1109, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2011.
    5. Nayak, Purusottam & Mishra, SK, 2009. "Structural Change in Meghalaya: Theory and Evidence," MPRA Paper 15728, University Library of Munich, Germany.
    6. Jérôme Lallement & Amanar Akhabbar, 2011. "Appliquer la théorie économique de l'équilibre général : de Walras à Leontief," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00609684, HAL.
    7. Aminu, Alarudeen & Raifu, Isiaka Akande, 2019. "ICT sector, output and employment generation in Nigeria: Input-output approach," MPRA Paper 92917, University Library of Munich, Germany.
    8. Saša Èegar, 2020. "Water extended input-output analysis of the Croatian economy," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 38(1), pages 147-182.
    9. Heshmati, Almas, 2015. "A Review of the Circular Economy and its Implementation," IZA Discussion Papers 9611, Institute of Labor Economics (IZA).
    10. Akhabbar, Amanar, 2011. "Tableaux économiques et analyse des business cycles chez Marschak, Frisch et Leontief [Tableau Economique and business cycle analysis in the works of Marschak, Frisch and Leontief]," MPRA Paper 34556, University Library of Munich, Germany.
    11. Doussoulin, Jean Pierre & Bittencourt, Mariana, 2022. "How effective is the construction sector in promoting the circular economy in Brazil and France? : A waste input-output analysis," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 47-58.
    12. Akos Valentinyi & Berthold Herrendorf, 2008. "Measuring Factor Income Shares at the Sector Level," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 820-835, October.
    13. Akhabbar, Amanar, 2014. "Circulation du capital et explication du changement économique chez Marschak, Frisch et Leontief [Capital Circulation and the Explanation of Economic Change by Marschak, Frisch and Leontief]," MPRA Paper 93327, University Library of Munich, Germany.
    14. Ekaterina V. Popova & Nikolay I. Strikh, 2021. "Environmental management practices for the circular economy development in Russia and their impact on the financial performance of companies," Upravlenets, Ural State University of Economics, vol. 12(2), pages 17-34, April.
    15. Cardinale, Roberto, 2019. "Theory and practice of State intervention: Italy, South Korea and stages of economic development," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 206-216.
    16. Chung‐Wha (Chloe) Ki & Sze Man Chong & Jung E. Ha‐Brookshire, 2020. "How fashion can achieve sustainable development through a circular economy and stakeholder engagement: A systematic literature review," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(6), pages 2401-2424, November.
    17. Domínguez, Alvaro & Santos-Marquez, Felipe & Mendez, Carlos, 2021. "Sectoral productivity convergence, input-output structure and network communities in Japan," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 582-599.
    18. Winans, K. & Kendall, A. & Deng, H., 2017. "The history and current applications of the circular economy concept," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 825-833.
    19. Berthold Herrendorf & Richard Rogerson & ?kos Valentinyi, 2013. "Two Perspectives on Preferences and Structural Transformation," American Economic Review, American Economic Association, vol. 103(7), pages 2752-2789, December.
    20. Florian Dierickx & Arnaud Diemer, 2020. "Challenging a Methodology to Analyse the Cycling of Materials and Induced Energy use Over Time," International Journal of Environmental Sciences & Natural Resources, Juniper Publishers Inc., vol. 26(4), pages 106-124, November.

    More about this item

    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:arx:papers:1705.02154. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.