Resource Allocation Based on Efficiency Analysis
Management Science
Allocation of shared costs among decision making units: a DEA approach
Computers and Operations Research
Resource allocation and target setting in data envelopment analysis
Expert Systems with Applications: An International Journal
Efficiency measurement for network systems: IT impact on firm performance
Decision Support Systems
An efficiency-driven approach for setting revenue target
Decision Support Systems
Evaluating decision-making performance in a grid-computing environment using DEA
Expert Systems with Applications: An International Journal
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While conventional Data Envelopment Analysis (DEA) models set targets for each operational unit, this paper considers the problem of input/output reduction in a centralized decision making environment. The purpose of this paper is to develop an approach to input/output reduction problem that typically occurs in organizations with a centralized decision-making environment. This paper shows that DEA can make an important contribution to this problem and discusses how DEA-based model can be used to determine an optimal input/output reduction plan. An application in banking sector with limitation in IT investment shows the usefulness of the proposed method.