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Non-parametric efficiency, progress and regress measures for panel data: Methodological aspects

Author

Listed:
  • Henry Tulkens
  • Philippe Vanden Eeckaut

    (RIME-Lab - Recherche Interdisciplinaire en Management et Économie Lab - ULR 7396 - UA - Université d'Artois - Université de Lille)

Abstract

This purely methodological paper deals with the role of time in non-parametric efficiency analysis. Using both FDH and DEA technologies, it first shows how each observation in a panel can be characterized in efficiency terms vis-a-vis three different kinds of frontiers: (i) "contemporaneous", (ii) "sequential", and (iii) "intertemporal". These are then compared with window analysis. Next, frontier shifts "outward" and "inward", interpreted as progress or regress are considered for the two kinds of technologies, and computational methods are described in detail for evaluating such shifts in either case. These are also contrasted with what is measured by the "Malmquist" productivity index. Finally, an alternative way of identifying progress and regress, independent of the frontier notion and referring instead to some "benchmark" notion, is extended here to panel data.
(This abstract was borrowed from another version of this item.)
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Henry Tulkens & Philippe Vanden Eeckaut, 1995. "Non-parametric efficiency, progress and regress measures for panel data: Methodological aspects," Post-Print hal-03526985, HAL.
    • Handle: RePEc:hal:journl:hal-03526985
    DOI: 10.1016/0377-2217(94)00132-v
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    References listed on IDEAS

    as
    1. Fare,Rolf & Grosskopf,Shawna & Lovell,C. A. Knox, 2008. "Production Frontiers," Cambridge Books, Cambridge University Press, number 9780521072069, October.
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    7. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    8. Tulkens, H. & Vanden Eeckaut, Ph., 1991. "Non-frontier measures of efficiency, progress and regress," LIDAM Discussion Papers CORE 1991055, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    9. Dominique Deprins & Léopold Simar & Henry Tulkens, 2006. "Measuring Labor-Efficiency in Post Offices," Springer Books, in: Parkash Chander & Jacques Drèze & C. Knox Lovell & Jack Mintz (ed.), Public goods, environmental externalities and fiscal competition, chapter 0, pages 285-309, Springer.
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