Designing a Combined Model of PCA and DEA for Improving the Ranking of Educational Departments: A Case study of Educational Depratments of Ferdowsi University

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POOYA A.R.; ESMAELI F.

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Journal Paper

Paper Information

Journal: Journal of Management and Planning in Educational Systems Year:2018 | Volume:11 | Issue:2 (21) Page(s): 159-186

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Information Journal Paper

Title

Designing a Combined Model of PCA and DEA for Improving the Ranking of Educational Departments: A Case study of Educational Depratments of Ferdowsi University

Author(s)

POOYA A.R. | ESMAELI F. | Issue Writer Certificate

Keywords

DEAQ1

PCAQ1

RankingQ1

Performance evaluationQ2

Educational departmentsQ1

Abstract

Performance evaluation of Educational departments in universities has an important role in promoting educational and research performance. It also improves the capabilities of faculty members and students. DEA as one of the methods which is used for Ranking the units must be evaluated. This is done by units that have inputs and outputs such that DEA evaluated capability of them in converting input to output. In this study, we use the combined method CCR-O and PCA to evaluate the educational groups. First, by PCA, we extracted the variables that are latent in observed variable and second, by using DEA, the evaluation of the Educational departments was done. There are two advantages in terms of using this method; first, latent structures of observed variables in Educational departments are discovered and second, the discrepancy of the evaluation was improved.

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APA: Copy

POOYA, A.R., & ESMAELI, F.. (2018). Designing a Combined Model of PCA and DEA for Improving the Ranking of Educational Departments: A Case study of Educational Depratments of Ferdowsi University. JOURNAL OF MANAGEMENT AND PLANNING IN EDUCATIONAL SYSTEMS, 11(2 (21) ), 159-186. SID. https://sid.ir/paper/217951/en

Vancouver: Copy

POOYA A.R., ESMAELI F.. Designing a Combined Model of PCA and DEA for Improving the Ranking of Educational Departments: A Case study of Educational Depratments of Ferdowsi University. JOURNAL OF MANAGEMENT AND PLANNING IN EDUCATIONAL SYSTEMS[Internet]. 2018;11(2 (21) ):159-186. Available from: https://sid.ir/paper/217951/en

IEEE: Copy

A.R. POOYA, and F. ESMAELI, “Designing a Combined Model of PCA and DEA for Improving the Ranking of Educational Departments: A Case study of Educational Depratments of Ferdowsi University,” JOURNAL OF MANAGEMENT AND PLANNING IN EDUCATIONAL SYSTEMS, vol. 11, no. 2 (21) , pp. 159–186, 2018, [Online]. Available: https://sid.ir/paper/217951/en

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