دانلود مقاله ISI انگلیسی شماره 80013
ترجمه فارسی عنوان مقاله

اندازه گیری بهره وری چند دوره ای در تحلیل پوششی داده: مورد بانک های تجاری تایوانی

عنوان انگلیسی
Multi-period efficiency measurement in data envelopment analysis: The case of Taiwanese commercial banks
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
80013 2014 9 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Omega, Volume 47, September 2014, Pages 90–98

ترجمه کلمات کلیدی
تحلیل پوششی داده ها؛ بهره وری؛ شاخص بهره وری مالکوئیست؛ بانکداری؛ سیستم موازی
کلمات کلیدی انگلیسی
Data envelopment analysis; Efficiency; Malmquist productivity index; Banking; Parallel system
پیش نمایش مقاله
پیش نمایش مقاله  اندازه گیری بهره وری چند دوره ای در تحلیل پوششی داده: مورد بانک های تجاری تایوانی

چکیده انگلیسی

In measuring the overall efficiency of a set of decision making units (DMUs) in a time span covering multiple periods, the conventional approach is to use the aggregate data of the multiple periods via a data envelopment analysis (DEA) technique, ignoring the specific situation of each period. This paper proposes using a relational network model to take the operations of individual periods into account in measuring efficiencies. The overall and period efficiencies of a DMU can be calculated at the same time. Notably, the overall efficiency is a weighted average of the period efficiencies, and the weights are the most favorable ones for the DMU being evaluated. This model, together with two existing ones, is applied to measure the efficiency of 22 Taiwanese commercial banks for the period of 2009–2011. The three-year multi-period analysis shows that the proposed model is more discriminative than the existing ones in ranking the performance of the banks. The period efficiencies for the three years increased steadily, indicating that the performances of the Taiwanese banks examined in this work were improving over this period.