应用Applichem进行教学数据包络分析——一个流行运营案例的新视角

Q3 Social Sciences INFORMS Transactions on Education Pub Date : 2006-05-01 DOI:10.1287/ITED.6.3.38
S. Gavirneni
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引用次数: 7

摘要

本文报告了一个流行的运营管理案例的创新应用,以说明数据包络分析(DEA)这一强大的分析技术的有用性和应用。DEA通常是唯一可用的工具,使管理人员能够在多种绩效指标存在的情况下评估各个业务单位的相对效率。Applichem是一家跨国化工公司的案例研究,该公司在全球拥有六家制造工厂。制造工厂的效率参差不齐,在产能过剩的情况下,管理层很难决定哪些工厂必须关闭。这种情况通常是从优化的角度来研究的,其目标是以尽可能低的成本将客户需求与工厂产能相匹配。本案例涉及多个性能指标,如人工成本、材料成本等,从实际角度介绍和论证DEA是非常理想的。本文详细介绍了如何在商业课堂上进行这样的分析。
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Teaching Data Envelopment Analysis using Applichem---New Perspective on a Popular Operations Case
This paper reports an innovative use of a popular operations management case to illustrate the usefulness and application of a powerful analysis technique called Data Envelopment Analysis DEA. DEA is often the only available tool that enables managers to evaluate the relative efficiencies of various business units in the presence of multiple performance measures. Applichem is a case study about a multinational chemical company, with six manufacturing plants located all over the world. The manufacturing plants' efficiencies are highly varied and in the presence of excessive capacity, management is having a difficult time determining which plants must be shut down. This case is often studied from an optimization perspective, with the objective of matching customer demands with plant capacities at the lowest possible cost. The case involves multiple measures of performance e.g. labor cost, material cost, etc., which makes it ideal for introducing and demonstrating DEA from a practical perspective. This paper details how such an analysis can be presented in a business classroom.
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来源期刊
INFORMS Transactions on Education
INFORMS Transactions on Education Social Sciences-Education
CiteScore
1.70
自引率
0.00%
发文量
34
审稿时长
52 weeks
期刊最新文献
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