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Regional development of enterprises: concept of sustainable development and data mining

机译:企业区域发展:可持续发展和数据挖掘的概念

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Ukrainian enterprises are having a goal of get on with the concept of sustainable development. However, in the different regions of Ukraine there are various challenges, which needed to be considered in management of enterprises and organizations. Therefore important question is discovered about the main directions of developing enterprises, which will be relevant for a particular region. This study is highlighting statistic indicators, which characterizing the economic, social and environmental components of sustainable development of Ukrainian enterprises. On the basis of data about 1990-2019 years (2020 isn’t used due to the impact of the pandemic, which significantly affected these parameters) cluster analysis of sustainable development enterprises of Ukraine by region is made. In the result of clustering regions were separated in three groups (clusters). Detailed analysis of the features of indicators of each cluster (group of regions) is made. On the basis of results of clustering recommendations about priority directions of increasing the level of sustainable development of Ukraine are discovered. Results of the study can be used in management of local enterprises and organizations in the certain regions to improve the level of achievement of sustainable development goals.
机译:乌克兰企业的目标是实现可持续发展的概念。然而,在乌克兰的不同地区,存在各种挑战,需要考虑在企业和组织的管理中。因此,重要的问题是关于发展中国家的主要方向,这将与特定地区相关。本研究突出了统计指标,其特征在于乌克兰企业可持续发展的经济,社会和环境组成部分。根据1990 - 2019年的数据(由于大流行的影响,2020年不使用,这显着影响了这些参数)乌克兰可持续发展企业的聚类分析。在聚类区域的结果中分离为三组(簇)。详细分析每个集群的指标(区域组)的特征。在发现关于增加乌克兰可持续发展水平的优先考虑的聚类建议的结果。该研究的结果可用于管理某些地区的当地企业和组织,以提高可持续发展目标的实现水平。

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