Combining DEA, AR and Malmquist Index Approaches for Constructing Taiwan''s Banking Performance Evaluation and Strategic Management Model
碩士 === 國立臺北科技大學 === 工業工程與管理研究所 === 97 === Banking industry plays an important role in Taiwan’s economic development, because its operating performance is related to Taiwan’s economic growth. Since 2007 domestic financial institutions occurs operational problem very often, it has great impact on dome...
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| Format: | Others |
| Language: | zh-TW |
| Published: |
2009
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| Online Access: | http://ndltd.ncl.edu.tw/handle/8y3xy7 |
| Summary: | 碩士 === 國立臺北科技大學 === 工業工程與管理研究所 === 97 === Banking industry plays an important role in Taiwan’s economic development, because its operating performance is related to Taiwan’s economic growth. Since 2007 domestic financial institutions occurs operational problem very often, it has great impact on domestic finance and our government pays a lot of money to handing of these problems. This study is constructed a banking industry performance evaluation model, combining DEA（Data Envelopment Analysis）with AR（Assurance Region）methods to revise unreasonable weight, and Super Efficiency to rank all decision units. Applied Malmquist Index to measure effectiveness change in a time span of two years from 2006 to 2008. The result is shown in the format of a matrix by the Stepwise Selection Method to assist managers determining which inputs and outputs need to pay more attention. It is an objective analysis for the operational performance of every bank, so that management can understand which bank’s efficiency is worse and need to be improved for its competitiveness of enterprises.
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