PRESENTATION OF A MODEL FOR PERFORMANCE EVALUATION OF DECISION MAKING UNITS BY USING COMMON WEIGHT MODEL OF DATA ENVELOPMENT ANALYSIS APPROACH (CASE STUDY: FOOD AND BEVERAGE COMPANIES OF SECURITIES AND EXCHANGE ORGANIZATION)

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AMIRI M.; BAMDADSOORF J.; MANSOURI MOHAMMADABADI S.

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Journal Paper

Paper Information

Journal: Journal of Operational Research in its Applications Year:2018 | Volume:15 | Issue:1 (56) Page(s): 1-18

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Title

PRESENTATION OF A MODEL FOR PERFORMANCE EVALUATION OF DECISION MAKING UNITS BY USING COMMON WEIGHT MODEL OF DATA ENVELOPMENT ANALYSIS APPROACH (CASE STUDY: FOOD AND BEVERAGE COMPANIES OF SECURITIES AND EXCHANGE ORGANIZATION)

Author(s)

AMIRI M. | BAMDADSOORF J. | MANSOURI MOHAMMADABADI S. | Issue Writer Certificate

Keywords

STOCK MARKETQ1

DATA ENVELOPMENT ANALYSISQ3

EFFICIENCYQ2

FOOD AND BEVERAGE INDUSTRIESQ1

COMMON WEIGHTQ1

Abstract

In this article, we analyzed the EFFICIENCY of food and beverage companies that were accepted in Securities and Exchange Organization, using a nonlinear model. This model eliminates the weak points of basic DATA ENVELOPMENT ANALYSIS Models in high computing, lack of integration and too many numbers of zero weights. Taking into account that in this study we developed the basic DATA ENVELOPMENT ANALYSIS model, the research method is developmental in terms of purpose. The indices of the study were obtained from previous studies and in order to confirm these indices, the opinions of 5 STOCK MARKET and university experts were considered. The data for the present study and the actual value of these indices was obtained from codal.ir website according to each company’s financial situation. In this study, by making use of coding in Lingo software, the EFFICIENCY of selected companies was calculated in CCR and two COMMON WEIGHT methods. In order to validate the suggested model, by calculating Spearman correlation coefficient, it was indicated that the suggested model has significant correlation with two other models and it was confirmed in terms of validation. The average of proposed model is also equal to 0.81 that is reduced in comparison to the CCR model and shows the distinguishability of the model in comparison to the basic CCR model. Results show that the proposed model in addition to the elimination of weak points of the classical models, including high computing, lack of integration and too many numbers of zero weights, has a high authenticity and pretty good distinguishability.

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APA: Copy

AMIRI, M., BAMDADSOORF, J., & MANSOURI MOHAMMADABADI, S.. (2018). PRESENTATION OF A MODEL FOR PERFORMANCE EVALUATION OF DECISION MAKING UNITS BY USING COMMON WEIGHT MODEL OF DATA ENVELOPMENT ANALYSIS APPROACH (CASE STUDY: FOOD AND BEVERAGE COMPANIES OF SECURITIES AND EXCHANGE ORGANIZATION). JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), 15(1 (56) ), 1-18. SID. https://sid.ir/paper/164585/en

Vancouver: Copy

AMIRI M., BAMDADSOORF J., MANSOURI MOHAMMADABADI S.. PRESENTATION OF A MODEL FOR PERFORMANCE EVALUATION OF DECISION MAKING UNITS BY USING COMMON WEIGHT MODEL OF DATA ENVELOPMENT ANALYSIS APPROACH (CASE STUDY: FOOD AND BEVERAGE COMPANIES OF SECURITIES AND EXCHANGE ORGANIZATION). JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS)[Internet]. 2018;15(1 (56) ):1-18. Available from: https://sid.ir/paper/164585/en

IEEE: Copy

M. AMIRI, J. BAMDADSOORF, and S. MANSOURI MOHAMMADABADI, “PRESENTATION OF A MODEL FOR PERFORMANCE EVALUATION OF DECISION MAKING UNITS BY USING COMMON WEIGHT MODEL OF DATA ENVELOPMENT ANALYSIS APPROACH (CASE STUDY: FOOD AND BEVERAGE COMPANIES OF SECURITIES AND EXCHANGE ORGANIZATION),” JOURNAL OF OPERATIONAL RESEARCH AND ITS APPLICATIONS (JOURNAL OF APPLIED MATHEMATICS), vol. 15, no. 1 (56) , pp. 1–18, 2018, [Online]. Available: https://sid.ir/paper/164585/en

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