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DEA Models Without Inputs or Outputs: A Tour de Force

In: Advances in Efficiency and Productivity Analysis

Author

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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. Panagiotis Ravanos & Giannis Karagiannis, 2023. "On VEA, production trade-offs and weights restrictions," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 74(10), pages 2081-2093, October.
    2. 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).
    3. 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.
    4. 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).
    5. Karagiannis, Giannis, 2023. "Aggregating faculty members’ research effectiveness to the department or university level: Exact versus approximate solutions," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).

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