Bank branches efficiency assessment using dynamic data envelopment analysis approach to SBM
Subject Areas : Statistics
1 - Department of industrial Management, Shiraz Branch, Islamic Azad University, Shiraz, Iran.
Keywords: کارایی, تحلیل پوششی دادهها, مدل پویا در تحلیل پوششی دادهه, رویکرد SBM,
Abstract :
A new approach or model to the dynamic DEA, referred to as the adjusted dynamic DEA, is proposed in this study. Adjusted dynamic DEA optimizes the production activity of DMUs by introducing adjustment variables to modify the interconnecting activities between consecutive terms, solving conflicts that arise between terms and between management and shareholders. The non-oriented SBM model is used as a base model and is extended to the adjusted dynamic framework, where adjustment variables are introduced. In order to examine the applicability of the proposed method, the model is applied to evaluate the efficiency of ten branches of ten branches of an Iranian bank during three consecutive terms. The adjusted dynamic SBM model under variable return to scale (VRS) is solved and reference units for each inefficient DMU are identified. In addition, the slacks and adjustment variables are analyzed and further suggestions about the efficient conditions to the management are provided.