HYBRID ALGORITHM OF DATA ENVELOPMENT ANALYSIS (DEA) AND ANALYTICAL NETWORK PROCESS (ANP) TO EVALUATE THE PERFORMANCE OF FACULTIES

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NAJAFI ESMAEEL; YAZDANI MEHDI; SHARIATMADARI SERKANI ELAHE; MARDI MOSTAFA

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Journal: JOURNAL OF BUSINESS MANAGEMENT Year:2011 | Volume:2 | Issue:8 Page(s): 147-168

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Title

HYBRID ALGORITHM OF DATA ENVELOPMENT ANALYSIS (DEA) AND ANALYTICAL NETWORK PROCESS (ANP) TO EVALUATE THE PERFORMANCE OF FACULTIES

Author(s)

NAJAFI ESMAEEL | YAZDANI MEHDI | SHARIATMADARI SERKANI ELAHE | MARDI MOSTAFA | Issue Writer Certificate

Keywords

PERFORMANCE EVALUATIONQ2

EFFICIENCYQ2

DATA ENVELOPMENT ANALYSIS (DEA)Q2

ANALYTICAL NETWORK PRICESS (ANP)Q2

RANKINGQ2

Abstract

The lack of a coherent system of PERFORMANCE EVALUATION is one of the major matters with which the University of the Country are faced. Every dynamic education and research system requires evaluated performance to meet any kinds of change and transformation, and one of the important components of PERFORMANCE EVALUATION is the EFFICIENCY measurement. Data envelopment analysis is a mathematical and managerial technique for evaluating the EFFICIENCY of Decision Making Units (DMUs) with multiple inputs and outputs, and it can be employed in measuring the different parts EFFICIENCY of university. Although the classic DEA method merely classifies DMUs into efficient and inefficient groups, however it does not perform full-ranking that is the major defect for this method.Therefore, the hybrid methods, such as DEA-ANP is designed to eliminate this limitation of DE A method. In this article, an extensive computational study is made in order to compare the EFFICIENCY in two educational and research parts of seventeen faculties of Science and Research Islamic Azad University for the academic year 1388 -1389. The results show that presented hybrid method is an appropriate and efficient method for evaluation and full RANKING of organization.

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References

EFFICIENCY OF MAJOR UNIVERSITIES IN IRAN (USING DEA METHOD)

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APA: Copy

NAJAFI, ESMAEEL, YAZDANI, MEHDI, SHARIATMADARI SERKANI, ELAHE, & MARDI, MOSTAFA. (2011). HYBRID ALGORITHM OF DATA ENVELOPMENT ANALYSIS (DEA) AND ANALYTICAL NETWORK PROCESS (ANP) TO EVALUATE THE PERFORMANCE OF FACULTIES. JOURNAL OF BUSINESS MANAGEMENT, 2(8), 147-168. SID. https://sid.ir/paper/237870/en

Vancouver: Copy

NAJAFI ESMAEEL, YAZDANI MEHDI, SHARIATMADARI SERKANI ELAHE, MARDI MOSTAFA. HYBRID ALGORITHM OF DATA ENVELOPMENT ANALYSIS (DEA) AND ANALYTICAL NETWORK PROCESS (ANP) TO EVALUATE THE PERFORMANCE OF FACULTIES. JOURNAL OF BUSINESS MANAGEMENT[Internet]. 2011;2(8):147-168. Available from: https://sid.ir/paper/237870/en

IEEE: Copy

ESMAEEL NAJAFI, MEHDI YAZDANI, ELAHE SHARIATMADARI SERKANI, and MOSTAFA MARDI, “HYBRID ALGORITHM OF DATA ENVELOPMENT ANALYSIS (DEA) AND ANALYTICAL NETWORK PROCESS (ANP) TO EVALUATE THE PERFORMANCE OF FACULTIES,” JOURNAL OF BUSINESS MANAGEMENT, vol. 2, no. 8, pp. 147–168, 2011, [Online]. Available: https://sid.ir/paper/237870/en

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