Context-based competition strategy and performance analysis with fixed-sum outputs: an application to banking sector
针对固定和产出情境下单一均衡效率前沿的局限,提出一种基于背景依赖的数据包络分析模型,构建多个均衡效率前沿,并通过数值示例展示其在银行业竞争策略与绩效分析中的应用。
In the prior literature on performance measurement of firms with fixed-sum outputs, an equilibrium-efficient frontier is constructed. This paper shows that a single equilibrium-efficient frontier needs a significant trade-off between efficient and inefficient firms, and this may be impossible in practical applications. We develop a data envelopment analysis (DEA) model to construct multiple equilibrium-efficient frontiers in the presence of fixed-sum outputs. The approach uses context-dependent DEA that refers to a DEA approach where a set of firms are assessed against a particular assessment context. Numerical examples are used to illustrate the applicability of the approach.