IMPLEMENTATION OF INDIRECT IMPACT FACTOR RELATED TO INPUTS AND OUTPUTS IN THE PERFORMANCE EVALUATION OF DECISION MAKING UNITS IN DEA

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SIABY SERAJEHLO H.; ROSTAMY MALKHALIFEH M.; HOSSEINZADEH LOTFI F.; BEHZADI M.H.

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Journal: Journal of Operational Research in its Applications Year:2017 | Volume:14 | Issue:3 (54) Page(s): 55-67

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Title

IMPLEMENTATION OF INDIRECT IMPACT FACTOR RELATED TO INPUTS AND OUTPUTS IN THE PERFORMANCE EVALUATION OF DECISION MAKING UNITS IN DEA

Author(s)

SIABY SERAJEHLO H. | ROSTAMY MALKHALIFEH M. | HOSSEINZADEH LOTFI F. | BEHZADI M.H. | Issue Writer Certificate

Keywords

DATA ENVELOPMENT ANALYSISQ3

INDIRECT IMPACT FACTORSQ1

RANKINGQ2

Abstract

DATA ENVELOPMENT ANALYSIS (DEA) is a non-parametric method for the estimation of production function. In DEA, each decision making unit (DMU) has a number of inputs and outputs and deals with performance evaluation of DMUs using frontier efficiency. Each one of the inputs and outputs plays a basic role in the performance evaluation of DMU, which can be named as direct impact factor. Inputs and outputs of the DMU have, also, an indirect impact on the performance evaluation of DMUs, which one of blind spots of DEA models is not in consideration of these factors; they are known as indirect impact factor. Due to their essence and nature, INDIRECT IMPACT FACTORS have influences on the efficiency negatively, and these factors cannot be taken into consideration as input or output or, controllable input or outputs. Recognition of INDIRECT IMPACT FACTORS plays a remarkable role in the performance evaluation and RANKING of DMUs. Therefore, some methods have been presented in this paper for performance evaluation and RANKING of DMUs based on INDIRECT IMPACT FACTORS.

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APA: Copy

SIABY SERAJEHLO, H., ROSTAMY MALKHALIFEH, M., HOSSEINZADEH LOTFI, F., & BEHZADI, M.H.. (2017). IMPLEMENTATION OF INDIRECT IMPACT FACTOR RELATED TO INPUTS AND OUTPUTS IN THE PERFORMANCE EVALUATION OF DECISION MAKING UNITS IN DEA. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), 14(3 (54) ), 55-67. SID. https://sid.ir/paper/164636/en

Vancouver: Copy

SIABY SERAJEHLO H., ROSTAMY MALKHALIFEH M., HOSSEINZADEH LOTFI F., BEHZADI M.H.. IMPLEMENTATION OF INDIRECT IMPACT FACTOR RELATED TO INPUTS AND OUTPUTS IN THE PERFORMANCE EVALUATION OF DECISION MAKING UNITS IN DEA. JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS)[Internet]. 2017;14(3 (54) ):55-67. Available from: https://sid.ir/paper/164636/en

IEEE: Copy

H. SIABY SERAJEHLO, M. ROSTAMY MALKHALIFEH, F. HOSSEINZADEH LOTFI, and M.H. BEHZADI, “IMPLEMENTATION OF INDIRECT IMPACT FACTOR RELATED TO INPUTS AND OUTPUTS IN THE PERFORMANCE EVALUATION OF DECISION MAKING UNITS IN DEA,” JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), vol. 14, no. 3 (54) , pp. 55–67, 2017, [Online]. Available: https://sid.ir/paper/164636/en

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