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基于 DEA 的考虑全面质量管理和知识管理的组织绩效评价决策支持框架。

A DEA-Based Decision Support Framework for Organizations' Performance Evaluation considering TQM and Knowledge Management.

机构信息

Department of Industrial Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran.

Department of Information Systems and Operations Management, Business School, The University of Auckland, Auckland, New Zealand.

出版信息

J Healthc Eng. 2021 Apr 13;2021:6654600. doi: 10.1155/2021/6654600. eCollection 2021.

Abstract

Total quality management (TQM) and knowledge management (KM) play a significant role in improving the situation of the organization and creating and maintaining competitive advantage (CA). Therefore, harmonizing TQM and KM with the organizational goals and performance leads to the organization's greater capabilities. The current paper presents a decision support framework to evaluate the performance of organizations based on the success factors (SFs) of TQM and KM using the BCC model of data envelopment analysis (DEA). The SFs of KM are considered as input and the SFs of TQM are considered as output of the BCC model, and the efficiency scores of five pharmaceutical companies in Esfahan, Iran, are obtained. The results show that, among the aforementioned companies, three companies were recognized as efficient, while two of them were introduced as inefficient companies. Furthermore, in order to provide more recommendations for the managers of these companies, two area charts according to SFs of TQM and KM were drawn, and the results were analyzed and discussed.

摘要

全面质量管理(TQM)和知识管理(KM)在改善组织状况、创造和保持竞争优势(CA)方面发挥着重要作用。因此,将 TQM 和 KM 与组织目标和绩效协调一致,会使组织具有更强的能力。本文提出了一个决策支持框架,使用数据包络分析(DEA)的 BCC 模型,基于 TQM 和 KM 的成功因素(SFs)来评估组织的绩效。KM 的 SFs 被视为输入,而 TQM 的 SFs 被视为 BCC 模型的输出,并获得了伊朗伊斯法罕的五家制药公司的效率得分。结果表明,在上述公司中,有三家公司被认为是有效的,而其中两家被认为是无效的。此外,为了为这些公司的经理提供更多建议,根据 TQM 和 KM 的 SFs 绘制了两个区域图,并对结果进行了分析和讨论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/696c/8060082/7a0143301806/JHE2021-6654600.001.jpg

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