Environmental management policy: an assessment of ecological and energy indicators and effective regional management (on the example of Ukraine)

In this article, in accordance with the results of calculations, the authors argue that at the end of 2019, the main problems of the vast majority of regions of Ukraine are low environmental and energy efficiency and insufficient environmental protection measures. The cluster analysis allowed us to identify common territorial groups in terms of their conditions of existence and to develop practical recommendations for priority measures of state management. The quality of clustering was checked using the silhouette measure indicator, which was used to justify the optimal number of regions, which proved to be five. Cluster І includes the Dnipropetrovsk and Zaporizhia regions. The gradual replacement of heavy industry with high-tech activities is inevitable. Cluster ІІІ includes the Volyn, Ternopil, Kherson, Khmelnytsky, Zhytomyr and Rivne regions. It is necessary to further develop the economy of the regions in compliance with