Measuring overall efficiency and effectiveness using DEA

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Standard

Measuring overall efficiency and effectiveness using DEA. / Asmild, Mette; Paradi, Joseph C.; Reese, David N.; Tam, Fai.

I: European Journal of Operational Research, Bind 178, Nr. 1, 2007, s. 305-321.

Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

Harvard

Asmild, M, Paradi, JC, Reese, DN & Tam, F 2007, 'Measuring overall efficiency and effectiveness using DEA', European Journal of Operational Research, bind 178, nr. 1, s. 305-321. https://doi.org/10.1016/j.ejor.2006.01.014

APA

Asmild, M., Paradi, J. C., Reese, D. N., & Tam, F. (2007). Measuring overall efficiency and effectiveness using DEA. European Journal of Operational Research, 178(1), 305-321. https://doi.org/10.1016/j.ejor.2006.01.014

Vancouver

Asmild M, Paradi JC, Reese DN, Tam F. Measuring overall efficiency and effectiveness using DEA. European Journal of Operational Research. 2007;178(1):305-321. https://doi.org/10.1016/j.ejor.2006.01.014

Author

Asmild, Mette ; Paradi, Joseph C. ; Reese, David N. ; Tam, Fai. / Measuring overall efficiency and effectiveness using DEA. I: European Journal of Operational Research. 2007 ; Bind 178, Nr. 1. s. 305-321.

Bibtex

@article{d6e3fc78392a492f8c1f085ebf9b3703,
title = "Measuring overall efficiency and effectiveness using DEA",
abstract = "This paper presents a framework where data envelopment analysis (DEA) is used to measure overall efficiency and show how to apply this framework to assess effectiveness for more general behavioral goals. The relationships between various cone-ratio DEA models and models to measure overall efficiency are clarified. Specifically it is shown that as multiplier cones tighten, the cone-ratio DEA models converge to measures of overall efficiency. Furthermore, it is argued that multiplier cone and cone-ratio model selection must be consistent with the behavioral goals assigned or assumed for purposes of analysis. Consistent with this reasoning, two new models are introduced to measure effectiveness when value measures are represented by separable or linked cones, where the latter can be used to analyze profit-maximizing effectiveness.",
keywords = "Behavioral goals, Cone ratio weight restrictions, Data envelopment analysis (DEA), Effectiveness, Efficiency",
author = "Mette Asmild and Paradi, {Joseph C.} and Reese, {David N.} and Fai Tam",
year = "2007",
doi = "10.1016/j.ejor.2006.01.014",
language = "English",
volume = "178",
pages = "305--321",
journal = "European Journal of Operational Research",
issn = "0377-2217",
publisher = "Elsevier",
number = "1",

}

RIS

TY - JOUR

T1 - Measuring overall efficiency and effectiveness using DEA

AU - Asmild, Mette

AU - Paradi, Joseph C.

AU - Reese, David N.

AU - Tam, Fai

PY - 2007

Y1 - 2007

N2 - This paper presents a framework where data envelopment analysis (DEA) is used to measure overall efficiency and show how to apply this framework to assess effectiveness for more general behavioral goals. The relationships between various cone-ratio DEA models and models to measure overall efficiency are clarified. Specifically it is shown that as multiplier cones tighten, the cone-ratio DEA models converge to measures of overall efficiency. Furthermore, it is argued that multiplier cone and cone-ratio model selection must be consistent with the behavioral goals assigned or assumed for purposes of analysis. Consistent with this reasoning, two new models are introduced to measure effectiveness when value measures are represented by separable or linked cones, where the latter can be used to analyze profit-maximizing effectiveness.

AB - This paper presents a framework where data envelopment analysis (DEA) is used to measure overall efficiency and show how to apply this framework to assess effectiveness for more general behavioral goals. The relationships between various cone-ratio DEA models and models to measure overall efficiency are clarified. Specifically it is shown that as multiplier cones tighten, the cone-ratio DEA models converge to measures of overall efficiency. Furthermore, it is argued that multiplier cone and cone-ratio model selection must be consistent with the behavioral goals assigned or assumed for purposes of analysis. Consistent with this reasoning, two new models are introduced to measure effectiveness when value measures are represented by separable or linked cones, where the latter can be used to analyze profit-maximizing effectiveness.

KW - Behavioral goals

KW - Cone ratio weight restrictions

KW - Data envelopment analysis (DEA)

KW - Effectiveness

KW - Efficiency

U2 - 10.1016/j.ejor.2006.01.014

DO - 10.1016/j.ejor.2006.01.014

M3 - Journal article

AN - SCOPUS:33750818670

VL - 178

SP - 305

EP - 321

JO - European Journal of Operational Research

JF - European Journal of Operational Research

SN - 0377-2217

IS - 1

ER -

ID: 227788434