Cluster analysis K-Means as an instrument of aggregate of housing enterprises segments on the level of potential of their development
Journal Title: Науковий вісник Полтавського університету економіки і торгівлі. Серія "Економічні науки" - Year 2018, Vol 4, Issue 89
Abstract
Annotation. The purpose of the article is to study the essence of the cluster approach to the development of business development strategies and determine the need for its use for segmentation of housing and communal services enterprises taking into account the specific features of their activity (enterprise monopoly, state regulation of tariff policy, emergency depreciation of fixed assets, etc.). Methodology of research. According to the criterial indicators of the provision of strategic block measures, the segmentation of the enterprises of housing and communal services of the Poltava region was carried out on segments of dominant, perspective, favorable, sufficient and weak position of development potential management by means of iterative cluster analysis of K-means. The optimal selection of cluster numbers was confirmed by the construction of an agglomeration scale and dendrogram of clusters. Findings. The results of clusterization formed the basis of the matrix of assigning the enterprise to the corresponding segment of the strategy of management of development potential by the main characteristics of the activity. The study of the filling of clusters according to the criteria of the Kraskers–Wallis test highlights the dependence of the level of developmental potential from the sphere of activity (water supply, drainage, heat supply and maintenance of houses and adjoining areas). Practical value. The results show that the method of iterative cluster analysis K-Means is an effective tool for making decisions on identifying priority personalized strategies for managing the potential of housing development enterprises, and is characterized by ease of use and novelty of the problem-solving approach.
Authors and Affiliations
N. S. Pedchenko, V. Strilets, M. Kimurzhyi
Keywords
Related Articles
- EP ID EP570469
- DOI -
- Views 71
- Downloads 0
Modeling of information support for the management of transport and logistics center
Annotation. The purpose of the article is to model information support for the management processes of transport and logistics centers. The article is devoted to the research of the activity of transport and logistics c...
Tourism and information technologies in the focus of achievements and new perspectives
Annotation. The aim of the article is to justify the new prospects for mutual development of tourism years with implementation in the Internet were considered. The importance of information technologies for the developme...
Іnteraction of state financial control institutions in the process of treasury service of budget
The purpose of the paper is to summarize the cooperation areas and identify regulatory gaps that prevent the coordinated work of the bodies of state financial control in the process of treasury service of budget. The art...
Modern scientific approaches to the estimation of financial stability of bank
Purpose. Generalization of scientific approaches in relation to the estimations of financial stability of bank for determination of directions of improvement of the methodical providing of such estimation. Methodology of...
Wholesale trade of Ukraine: stages and trends in market economy
The purpose of the article is to study the stages and trends in wholesale Ukraine market economy. Methodology of research. The objectives of the article implemented by using the following general and specific research me...