Modeling the Motivation of Top Management of the Governing Structures of the Regions Using Logistic Regression

The research subject is the top management of the governing structures of the regions. The presented model covers the top management motivations in the administrative structures of the regions, the administrative structures of innovative enterprises, and informal associations of innovative industrial clusters in the country’s regions. Simultaneously, it is assumed that informal associations are integral to the governing structures of regions and innovative enterprises. Therefore, they are not analyzed separately. The key conclusion is that one of the sufficiently high-quality methods for processing a large amount of data is logistic regression. For this reason, logistic regression can be used to model the motivation of the top management of the governing structures of the regions and the management structures of innovative enterprises. Model implementation for top managers of state structures of the Novgorod region should be encouraged only financially at the end of 2019 and 2020.