Grouping of Regions of Ukraine Depending on the Level of Development of the Market of the Laboratory-Based Health Services
Journal Title: Бізнес Інформ - Year 2015, Vol 5, Issue 0
Abstract
In the article, methodological provisions for market research in terms of laboratory-based health services with a view to the classification of regions of Ukraine, depending on the level of securing the population in the regions with such services, have been elaborated. A comprehensive study and assessment of the market situation in terms of laboratory-based health services at the regional level has been proposed, using the cluster analysis and the multidimensional means method. The basic tasks, which can be accomplished using the cluster analysis, have been disclosed. The main advantages and disadvantages of different methods of cluster analysis, as well as features of their application, are considered. Classification of regions of Ukraine was carried out using different algorithms of cluster analysis. Alternating the use of the method of complete association and the method of Ward, followed by application of the k-means method, allowed to substantiate the possibility of combining regions of Ukraine in three clusters, building a dendrogram of the relevant associations, as well as to identify and analyze the composition of the regions included in each cluster.
Authors and Affiliations
Zoya Baranik, Daryna Chernenko
Keywords
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