Classification of regions of the Central federal district on the basis of innovative development parameters using cluster analysis

O. S. Vakulenko, S. A. Grachev
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Abstract

In the context of the emergence of interdisciplinary tasks, it becomes necessary to make atypical decisions. Therefore, the innovation process comes to the fore, which, due to its high flexibility and adaptability, allows minimizing negative consequences. The article explores the significance of the innovation process and, on the basis of a hierarchical cluster analysis, establishes cause-and-effect relationships for classifying the regions of the Central Federal District as primary clusters. The proposed approach can subsequently become a useful tool in the development and formation of a set of measures aimed at regulating the socio-economic situation of the federal districts and their regions.
基于创新发展参数的中央联邦区区域分类
在跨学科任务出现的背景下,有必要做出非典型决策。因此,创新过程脱颖而出,由于其高度的灵活性和适应性,可以最大限度地减少负面后果。本文探讨了创新过程的意义,并在层次聚类分析的基础上,建立了将中央联邦区划分为主要集群的因果关系。拟议的办法随后可成为制定和形成一套旨在调节联邦区及其区域的社会经济状况的措施的有用工具。
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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20 weeks
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