Organization analysis: An application of cusp catastrophe theory

Saerue Yingluk, Zhang Tie-nan
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Abstract

An organization is a complex system that consists of many departments involving each other. Thus, internal and external factors can complexly impact the organization. The changing in these factors can also trigger latent problems of an organization. If the problems are accumulated, the organization can be led into an unstable state. This article focuses on applying a stochastic cusp catastrophe to construct a model for monitoring the organization status. In addition, we employ internal strengths and external risks of the companies as the important control factors for both asymmetry and bifurcation sides. Finally, the model is reviewed by using two statistical testing methods: the presence of the bifurcation point, and the fitness of the model using the Cusp fit package in R software. The results show that the Cusp model is better than both linear and logistic models.
组织分析:尖端突变理论的应用
组织是一个复杂的系统,由许多相互关联的部门组成。因此,内部和外部因素可以复杂地影响组织。这些因素的变化也会引发组织的潜在问题。如果这些问题积累起来,组织就会进入不稳定状态。本文着重于应用随机尖点突变来构建一个监测组织状态的模型。此外,我们将公司的内部优势和外部风险作为不对称和分叉双方的重要控制因素。最后,利用两种统计检验方法对模型进行了检验:分岔点的存在性检验和R软件中的Cusp拟合包对模型的适应度检验。结果表明,Cusp模型优于线性模型和logistic模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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