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An Introductory Review of Input-Output Analysis in Sustainability Sciences Including Potential Implications of Aggregation

Author

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  • Jonas Bunsen

    (Chair of Sustainable Engineering, Technische Universität Berlin, 10623 Berlin, Germany
    Current address: Fachgebiet für Sustainable Engineering, Technische Universität Berlin, Institut für Technischen Umweltschutz, Sekr. Z 1, Straße des 17. Juni 135, 10623 Berlin, Germany.)

  • Matthias Finkbeiner

    (Chair of Sustainable Engineering, Technische Universität Berlin, 10623 Berlin, Germany
    Current address: Fachgebiet für Sustainable Engineering, Technische Universität Berlin, Institut für Technischen Umweltschutz, Sekr. Z 1, Straße des 17. Juni 135, 10623 Berlin, Germany.)

Abstract

Input-output analysis has become a widely established method in sustainability sciences. It is primarily used in macroeconomic footprint analyses for allocating an economy’s externalities among the agents in that economy based on the agents’ input-output interdependencies. However, databases for input-output analyses are commonly compiled by aggregating data. Aggregation of input-output data inevitably leads to a loss of information and in some instances can lead to misinformed decision-making. The goal of this paper is to provide a simple hands-on numerical introduction to input-output analysis including the potential implications of data aggregation in an original manner. First, the calculation of production-based and consumption-based inventories is introduced based on a dummy 2 × 2 input-output table. Next, the inventories of the 2 × 2 input-output table are compared with the production-based and consumption-based inventories of a corresponding non-aggregated 4 × 4 input-output table. A comparison of the inventories of both dummy input-output tables allows for an exemplary demonstration of inaccurate allocation as a result of data aggregation and to conclude on potential implications for decision-making. Overall, this work offers a succinct and numerically substantiated introductory review of input-output analysis for practitioners in sustainability sciences including the potential implications of aggregation of input-output data. Its simplistic approach sets this work apart from other publications on aggregation in input-output analysis that are founded in economics or econometrics.

Suggested Citation

  • Jonas Bunsen & Matthias Finkbeiner, 2022. "An Introductory Review of Input-Output Analysis in Sustainability Sciences Including Potential Implications of Aggregation," Sustainability, MDPI, vol. 15(1), pages 1-24, December.
  • Handle: RePEc:gam:jsusta:v:15:y:2022:i:1:p:46-:d:1009240
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    References listed on IDEAS

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    1. M. Lenzen & D. Moran & K. Kanemoto & B. Foran & L. Lobefaro & A. Geschke, 2012. "International trade drives biodiversity threats in developing nations," Nature, Nature, vol. 486(7401), pages 109-112, June.
    2. Hannah‐Jayne Shilling & Thomas Wiedmann & Arunima Malik, 2021. "Modern slavery footprints in global supply chains," Journal of Industrial Ecology, Yale University, vol. 25(6), pages 1518-1528, December.
    3. Maaike Bouwmeester & Jan Oosterhaven, 2013. "Specification and Aggregation Errors in Environmentally Extended Input–Output Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 56(3), pages 307-335, November.
    4. Clara Lenk & Rosalie Arendt & Vanessa Bach & Matthias Finkbeiner, 2021. "Territorial-Based vs. Consumption-Based Carbon Footprint of an Urban District—A Case Study of Berlin-Wedding," Sustainability, MDPI, vol. 13(13), pages 1-18, June.
    5. Defourny, Jacques & Thorbecke, Erik, 1984. "Structural Path Analysis and Multiplier Decomposition within a Social Accounting Matrix Framework," Economic Journal, Royal Economic Society, vol. 94(373), pages 111-136, March.
    6. Thomas Wiedmann & Richard Wood & Jan Minx & Manfred Lenzen & Dabo Guan & Rocky Harris, 2010. "A Carbon Footprint Time Series Of The Uk - Results From A Multi-Region Input-Output Model," Economic Systems Research, Taylor & Francis Journals, vol. 22(1), pages 19-42.
    7. Johan Rockström & Will Steffen & Kevin Noone & Åsa Persson & F. Stuart Chapin & Eric F. Lambin & Timothy M. Lenton & Marten Scheffer & Carl Folke & Hans Joachim Schellnhuber & Björn Nykvist & Cynthia , 2009. "A safe operating space for humanity," Nature, Nature, vol. 461(7263), pages 472-475, September.
    8. Ronald E. Miller & Peter Blair, 1981. "Spatial Aggregation In Interregional Input‐Output Models," Papers in Regional Science, Wiley Blackwell, vol. 48(1), pages 149-164, January.
    9. Kitzes, Justin & Galli, Alessandro & Bagliani, Marco & Barrett, John & Dige, Gorm & Ede, Sharon & Erb, Karlheinz & Giljum, Stefan & Haberl, Helmut & Hails, Chris & Jolia-Ferrier, Laurent & Jungwirth, , 2009. "A research agenda for improving national Ecological Footprint accounts," Ecological Economics, Elsevier, vol. 68(7), pages 1991-2007, May.
    10. Thomas Wiedmann & Guangwu Chen & Anne Owen & Manfred Lenzen & Michael Doust & John Barrett & Kristian Steele, 2021. "Three‐scope carbon emission inventories of global cities," Journal of Industrial Ecology, Yale University, vol. 25(3), pages 735-750, June.
    11. Zhang, Chao & Anadon, Laura Diaz, 2014. "A multi-regional input–output analysis of domestic virtual water trade and provincial water footprint in China," Ecological Economics, Elsevier, vol. 100(C), pages 159-172.
    12. Arnold Tukker & Erik Dietzenbacher, 2013. "Global Multiregional Input-Output Frameworks: An Introduction And Outlook," Economic Systems Research, Taylor & Francis Journals, vol. 25(1), pages 1-19, March.
    13. Charles R. Harris & K. Jarrod Millman & Stéfan J. Walt & Ralf Gommers & Pauli Virtanen & David Cournapeau & Eric Wieser & Julian Taylor & Sebastian Berg & Nathaniel J. Smith & Robert Kern & Matti Picu, 2020. "Array programming with NumPy," Nature, Nature, vol. 585(7825), pages 357-362, September.
    14. Lenzen, Manfred & Moran, Daniel & Bhaduri, Anik & Kanemoto, Keiichiro & Bekchanov, Maksud & Geschke, Arne & Foran, Barney, 2013. "International trade of scarce water," Ecological Economics, Elsevier, vol. 94(C), pages 78-85.
    15. Lenzen, Manfred, 2007. "Structural path analysis of ecosystem networks," Ecological Modelling, Elsevier, vol. 200(3), pages 334-342.
    16. Leontief, Wassily, 1970. "Environmental Repercussions and the Economic Structure: An Input-Output Approach," The Review of Economics and Statistics, MIT Press, vol. 52(3), pages 262-271, August.
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