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DEA Models Without Inputs or Outputs: A Tour de Force

In: Advances in Efficiency and Productivity Analysis

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  • Giannis Karagiannis

    (University of Macedonia)

Abstract

In this paper we review DEA models without outputs or inputs and models with a single constant input or output and we explore their properties and relations. Then we summarize their potential usefulness in several applications, including (a) multiple criteria decision-making (MCDM) such as supplier selection and ABC inventory classification, (b) construction of composite indicators (environmental, sustainability, subjective well being, etc.), (c) ratio analysis, and (d) spatial efficiency. We further consider the cases of optimistic versus pessimistic composite indicators and of intra- and inter-group composite indicators. We also explore the usefulness of these models in other topics of performance evaluation such as cross efficiency, efficiency based on common weights, and productivity analysis. Lastly, we consider their aggregation across DMUs rules.

Suggested Citation

  • Giannis Karagiannis, 2021. "DEA Models Without Inputs or Outputs: A Tour de Force," Springer Proceedings in Business and Economics, in: Christopher F. Parmeter & Robin C. Sickles (ed.), Advances in Efficiency and Productivity Analysis, pages 211-232, Springer.
    • Handle: RePEc:spr:prbchp:978-3-030-47106-4_10
    DOI: 10.1007/978-3-030-47106-4_10
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    Citations

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    Cited by:

    1. Karagiannis, Giannis & Ravanos, Panagiotis, 2023. "A composite indicator of social inclusion for EU based on the inverted BoD model," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    2. Panagiotis Ravanos & Giannis Karagiannis, 2022. "On VEA, Production Trade-offs and Weight Restrictions," Discussion Paper Series 2022_04, Department of Economics, University of Macedonia, revised Jun 2022.
    3. Karagiannis, Roxani & Karagiannis, Giannis, 2023. "Nonparametric estimates of price efficiency for the Greek infant milk market: Curing the curse of dimensionality with shannon entropy," Economic Modelling, Elsevier, vol. 121(C).
    4. Nicky Rogge & Alena Kolyaseva, 2022. "Measuring and comparing World Bank regions’ ‘ease of doing business’ opportunity sets," Journal of Productivity Analysis, Springer, vol. 57(2), pages 131-155, April.
    5. Giannis Karagiannis & Panagiotis Ravanos, 2023. "A Composite Indicator of Social Inclusion for EU based on the Inverted BoD Model," Discussion Paper Series 2023_02, Department of Economics, University of Macedonia, revised Feb 2023.

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