Ranking CCR-efficient units based on the indicator with limited resources

• Main Authors: Amir Reza Khaki, Seyed Jafar Sadjadi, M. Ali Azadeh, Esmaeel Najafi
• Format: Article
• Language: English
• Published: Growing Science 2012-10-01
• Series: Decision Science Letters
• Subjects: Indicator with Limited Sources; Data Envelopment Analysis; Banking industry
• Online Access: http://www.growingscience.com/dsl/Vol1/dsl_2012_10.pdf

Data Envelopment Analysis (DEA) is one of the most popular techniques for measuring the relative efficiencies of a set of decision making units (DMUs), which use different inputs producing various outputs. Ranking of efficient DMUs is one of the most interesting DEA perspectives. However, there are cases where we see some limitations on available resources and the proposed model of this paper is associated with Indicator with Limited Sources (ILS), which affects ranking methods. The ILS exists as fixed amount in a community and the DMUs can own it with their abilities. When a DMU loses the same amount of the indicator, the rest of the DMUs are able to own some without even changing their capacities of other indicators and or vice versa. If a DMU looks for more of the same amount of the indicator, the rest of the DMUs have to supply it without even changing their capacity of other indicators. This paper develops a ranking method based on the ILS for the efficient DMUs, when there is changes either in inputs/ outputs ILS. The implementation of the proposed model is applied for a case study of banking system.