EXTENSION OF MALMQUIST PRODUCTIVITY INDEX USING TARGETED TRADE-OFFS IN DATA ENVELOPMENT ANALYSIS

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ALI REZAEI MOHAMMAD REZA; RAFIEE SANI MOHAMMAD REZA

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Journal: Industrial Management Journal Year:2016 | Volume:8 | Issue:3 Page(s): 447-466

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Title

EXTENSION OF MALMQUIST PRODUCTIVITY INDEX USING TARGETED TRADE-OFFS IN DATA ENVELOPMENT ANALYSIS

Author(s)

ALI REZAEI MOHAMMAD REZA | RAFIEE SANI MOHAMMAD REZA | Issue Writer Certificate

Keywords

DATA ENVELOPMENT ANALYSISQ2

GTDEA MODELQ2

MALMQUIST INDEXQ1

TARGETTED TRADE-OFFSQ1

Abstract

If an external evaluation of decision making units (DMUs) is available based on some background information of them, we can estimate it using some defined trade-offs in DEA models. In this paper, we firstly select optimal combination of trade-offs to maximize correlation between external and internal evaluation of DMUs and then we set up the targeted trade-off production possibility set by using the selected optimal trade-offs. Considering this PPS as a based technology in the MALMQUIST INDEX, we can extend the malmquist productivity index. In the following, a new factor as “external evaluation factor” is introduced so we can present new decompositions of MALMQUIST INDEX. Finally, using a numerical example we illustrate the extended MALMQUIST INDEX and its decompositions.

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APA: Copy

ALI REZAEI, MOHAMMAD REZA, & RAFIEE SANI, MOHAMMAD REZA. (2016). EXTENSION OF MALMQUIST PRODUCTIVITY INDEX USING TARGETED TRADE-OFFS IN DATA ENVELOPMENT ANALYSIS. JOURNAL OF INDUSTRIAL MANAGEMENT, 8(3 ), 447-466. SID. https://sid.ir/paper/140073/en

Vancouver: Copy

ALI REZAEI MOHAMMAD REZA, RAFIEE SANI MOHAMMAD REZA. EXTENSION OF MALMQUIST PRODUCTIVITY INDEX USING TARGETED TRADE-OFFS IN DATA ENVELOPMENT ANALYSIS. JOURNAL OF INDUSTRIAL MANAGEMENT[Internet]. 2016;8(3 ):447-466. Available from: https://sid.ir/paper/140073/en

IEEE: Copy

MOHAMMAD REZA ALI REZAEI, and MOHAMMAD REZA RAFIEE SANI, “EXTENSION OF MALMQUIST PRODUCTIVITY INDEX USING TARGETED TRADE-OFFS IN DATA ENVELOPMENT ANALYSIS,” JOURNAL OF INDUSTRIAL MANAGEMENT, vol. 8, no. 3 , pp. 447–466, 2016, [Online]. Available: https://sid.ir/paper/140073/en

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